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[Перевод] Кто, как и зачем внедряет Gen AI в 2025: опыт 100 CIO

Чуть больше года назад мы выделили 16 ключевых изменений в том, как компании подходили к разработке и закупке генеративных ИИ. С тех пор ландшафт продолжил стремительно эволюционировать, поэтому мы снова провели беседы с более чем двумя десятками корпоративных заказчиков и опросили 100 CIO из 15 отраслей, чтобы помочь фаундерам понять, как в 2025 в корпорациях используют, приобретают и закладывают бюджеты под generative AI.

Даже в такой динамичной сфере, где единственная постоянная — это перемены, структура рынка genAI изменилась куда сильнее, чем мы ожидали после прошлого исследования.

Бюджеты на AI в enterprise-сегменте превысили даже самые амбициозные прогнозы — технологии вышли за рамки пилотных проектов и инновационных фондов, став постоянными статьями расходов в IT и бизнес-юнитах.
Компании стали гораздо более зрелыми в использовании мультимодельных стеков, оптимизируя выбор по соотношению производительности и стоимости. По результатам опроса, OpenAI, Google и Anthropic удерживают лидирующие позиции в общем объеме использования, тогда как Meta и Mistral доминируют среди open source-решений.
Закупочные процессы всё больше напоминают традиционные софтверные сделки — с жёсткими этапами оценки, учетом инфраструктурных требований и акцентом на бенчмарки. При этом усложнение AI-воркфлоу повышает стоимость переключения.
Параллельно произошло созревание рынка AI-приложений: готовые решения вытесняют кастомную разработку, а сторонние AI-native продукты получают всё больше признания.

Чтобы дать фаундерам более точную картину того, что сегодня действительно важно для корпоративных заказчиков, мы в деталях разберем изменения в подходах к ресурсам, моделям, закупкам и прикладному использованию Gen AI.

Бюджеты: расходы на AI превзошли даже самые смелые ожидания — и это надолго

1. Бюджеты оказались больше, чем ожидалось, и продолжают расти

Бюджеты на LLM выросли гораздо быстрее, чем изначально прогнозировали сами компании — причем рост не демонстрирует признаков замедления. По ожиданиям руководителей компаний, в ближайший год траты увеличатся в среднем на 75%. Как отметил один из CIO: «то, что я тратил за весь 2023 год, теперь уходит за неделю».

Рост затрат обусловлен, с одной стороны, выявлением всё большего количества релевантных внутренних use case’ов и ростом вовлеченности сотрудников, а с другой — постепенным расширением во внешние сценарии, особенно в технологичных компаниях. Эти направления могут стать катализатором экспоненциального увеличения расходов. Один из крупных игроков в tech-сегменте признался: «до сих пор мы в основном фокусировались на внутренних задачах, но в этом году сосредоточимся на customer-facing Gen AI — а там бюджеты будут в разы выше».

2. Расходы на Gen AI переходят в разряд постоянных бюджетных статей

В прошлом году около четверти всех затрат на LLM покрывались за счет бюджетов на инновации — теперь эта доля сократилась до всего 7%. Всё больше компаний финансируют модели и AI-приложения напрямую из централизованных IT-бюджетов и бюджетов бизнес-юнитов, что отражает изменившееся восприятие gen AI: это больше не эксперимент, а стратегически важная часть операционной деятельности.

Как отметил один CTO: «всё больше наших продуктов получают AI-функциональность, и, соответственно, рост расходов затронет каждое из этих направлений» — что говорит о дальнейшем смещении расходов в сторону core-бюджетов и устойчивом укоренении gen AI в структуре корпоративных инвестиций.

Модели: три лидера формируются на фоне всё более выраженной дифференциации по use case’ам — что стимулирует мультимодельную стратегию

3. Мультимодельный мир закрепляется, а ключевым драйвером становится дифференциация, а не коммодитизация

С появлением нескольких высококачественных LLM стало нормой запускать сразу несколько моделей в продакшн-сценариях. Хотя стремление избежать vendor lock-in остаётся актуальным, главным фактором, по которому компании выбирают модели от разных вендоров, становится именно функциональная дифференциация под конкретные use case’ы.

В этом году 37% респондентов сообщили, что используют 5 и более моделей, по сравнению результатом в 29% год назад.

Хотя по результатам общих бенчмарков некоторые модели могут выглядеть схожими по качеству, на уровне enterprise-использования речь о коммодитизации пока не идёт. Так, например, модели Anthropic давно известны своей эффективностью в задачах, связанных с программированием — но в действительности ситуация тоньше. Некоторые пользователи отмечают, что Claude лучше справляется с точной автодополнением кода, тогда как Gemini показывает лучшие результаты при проектировании архитектур и систем на более высоком уровне.

В других доменах — например, в текстовых задачах — один клиент заметил: «Anthropic чуть лучше в задачах на генерацию — языковая плавность, написание контента, мозговые штурмы; тогда как модели OpenAI лучше справляются с комплексными вопросами и ответами». Эти различия закрепили практику использования нескольких моделей одновременно, и мы ожидаем, что такая стратегия сохранится: компании продолжают выстраивать стек под нужную производительность, оставаясь при этом максимально независимыми от конкретных поставщиков.

4. Ландшафт моделей перенасыщен, но лидеры уже чётко вырисовываются

Несмотря на то, что компании продолжают использовать разные модели как в экспериментальных, так и в продакшн-сценариях (см. выше), в общем объеме использования начали уверенно доминировать несколько игроков. OpenAI сохраняет лидерство по доле рынка, а Google и Anthropic за последний год заметно усилили свои позиции.

Распределение долей варьируется в зависимости от размера компании: среди крупных предприятий выше уровень использования open source-моделей, особенно в случаях, когда важны on-prem решения.

Если углубиться в практику использования:

OpenAI:
Компании используют широкий спектр моделей OpenAI. В продакшне чаще всего развёрнут GPT-4o, в то время как OpenAI o3 вызывает высокий интерес как reasoning-ориентированная модель, всё чаще внедряемая в реальные workflows. OpenAI также лидирует по использованию non-frontier моделей (т.е. не самых топовых в линейке): 67% пользователей OpenAI используют такие модели в продакшне, по сравнению с 41% у Google и лишь 27% у Anthropic. Это указывает на глубину интеграции OpenAI в enterprise-стек.
Google:
Быстрее всего растущий игрок в сегменте крупных компаний, что связано с существующими контрактами на GCP и высоким уровнем доверия к бренду. Модели Gemini давно известны за счет лучших на рынке контекстных окон, но именно Gemini 2.5 поднял их в категорию полноценных frontier-моделей. Еще один важный фактор, способствующий закреплению Google в enterprise — соотношение производительность/стоимость. Например, при сопоставимом уровне интеллекта Gemini 2.5 Flash стоит $0.26 за миллион токенов, тогда как GPT-4.1 Mini — $0.70.
Anthropic:
Максимально востребован среди технологически продвинутых компаний, особенно в software-секторе и стартапах. Модели Claude показывают отличные результаты в задачах программирования и стали основой для быстрорастущих AI-продуктов в кодинге. Благодаря такому фокусу на конкретные use case’ы, Anthropic стал предпочтительным выбором в инженерных задачах. Этот use case-ориентированный подход укрепил позиции Anthropic и среди более традиционных корпоративных клиентов, обеспечив как выручку, так и узнаваемость бренда.
Open source (Llama, Mistral):
Чаще применяются в крупных компаниях, где актуален on-prem по соображениям безопасности, соответствия требованиям (compliance) и необходимости глубокой кастомизации через fine-tuning. Именно крупный enterprise активнее инвестирует в поддержку open source-моделей, как с точки зрения хостинга, так и встраивания в сложные пайплайны.
Новые игроки (например, xAI):
Показывают высокий интерес и проходят ранние этапы тестирования, что напоминает поведение рынка год назад. Это подчёркивает: распределение долей в этом сегменте остается динамичным и ещё далека от стабильности.

5. Соотношение цена/качество у закрытых моделей стало особенно привлекательным для non-frontier решений

Как уже отмечалось ранее, стоимость моделей снижается на порядок примерно раз в 12 месяцев. На этом фоне соотношение цена/производительность у закрытых моделей малой и средней категории стало значительно более убедительным. Особенно это касается таких моделей, как Grok 3 Mini от xAI и Gemini 2.5 Flash от Google, которые лидируют по этому показателю. В ряде случаев компании всё чаще отдают предпочтение закрытым моделям именно из-за этой экономической эффективности — в дополнение к другим преимуществам экосистемы. Как выразился один из клиентов: «Цены стали действительно привлекательными, а у нас уже вся инфраструктура на Google — от G Suite до баз данных, плюс у них сильная экспертиза в enterprise». А другой и вовсе лаконично: «Gemini — просто дешёвый».

6. Fine-tuning становится менее необходимым по мере роста возможностей моделей

Улучшение возможностей моделей — в первую очередь повышение общего уровня интеллекта и увеличение длины контекстного окна — сделало fine-tuning менее критичным для достижения высокой производительности в конкретном use case’е. Вместо этого компании всё чаще обнаруживают, что prompt engineering способен давать сопоставимые или даже лучшие результаты — зачастую при значительно меньших затратах. Как отметили в одной из компаний: «вместо того чтобы брать обучающую выборку и делать параметрически эффективный fine-tuning, просто кладёшь всё это в длинный контекст — и получаешь почти тот же результат».

Отказ от fine-tuning также помогает избежать vendor lock-in, поскольку тюнинг требует значительных начальных затрат и инженерных усилий, в то время как prompt’ы гораздо проще переносить между моделями. Это особенно важно в условиях стремительного прогресса в области моделей — компании хотят оставаться на передовом рубеже, сохраняя при этом гибкость.

Тем не менее, компании с узкоспециализированными задачами продолжают использовать fine-tuning. Например, один стриминговый сервис тюнингует open source-модели для query augmentation в видеопоиске, «где требуется более глубокая адаптация под предметную область». Также не исключен новый виток интереса к fine-tuning, если методы вроде reinforcement fine tuning выйдут за рамки лабораторий и получат широкое практическое применение.

По мере роста возможностей моделей, большинство компаний больше не видят такого ROI от fine-tuning, как в прошлом году, и используют open source в основном в сценариях с жесткими бюджетными ограничениями.

7. Компании оптимистично настроены в отношении reasoning-моделей и готовы к масштабированию

Reasoning-модели расширили спектр задач, которые LLM способны решать, — благодаря способности выполнять более сложные операции с большей точностью. Хотя предприятия находятся на ранней стадии тестирования reasoning-моделей, отношение к ним — крайне позитивное. Один из руководителей выразил это так: «Reasoning-модели позволяют нам решать более сложные и новые задачи, поэтому я ожидаю резкий рост в использовании. Но сейчас мы только тестируем».

Среди ранних пользователей наибольшее распространение получили reasoning-модели от OpenAI. Несмотря на заметный интерес индустрии к DeepSeek, именно OpenAI доминирует в enterprise-сегменте: 23% опрошенных уже используют модель o3 от OpenAI в продакшене, по сравнению с лишь 3% для DeepSeek.

При этом внедрение DeepSeek оказался выше в стартапах, в отличие от слабого проникновения в корпоративный сектор.

Закупки: корпоративная покупка AI всё больше похожа на традиционную закупку ПО

8. Процесс выбора моделей всё больше напоминает классическую закупку enterprise-софта — с чек-листами и чувствительностью к цене

Компании подходят к выбору моделей через чёткие фреймворки оценки. Такие факторы, как безопасность (которую особенно часто упоминали в интервью) и стоимость, начинают занимать не меньшее значение, чем точность и надежность. Этот сдвиг отражает растущее доверие к качеству моделей и уверенность в том, что LLM будут внедряться в масштабах всего предприятия. Как отметил один из руководителей: «Для большинства задач все модели уже работают достаточно хорошо — поэтому цена стала куда более значимым фактором».

Как уже говорилось в разделе «Модели», компании становятся всё более зрелыми в подборе моделей под конкретные use case’ы. Для задач, связанных с высокой видимостью или критичной производительностью, как правило, выбираются модели с сильным брендом и передовыми характеристиками. В то же время для простых или внутренних сценариев решение часто сводится исключительно к цене.

См. ниже, как со временем изменились ключевые критерии закупки LLM (LLM KPCs — key purchasing criteria).

9. Предпочтения по хостингу сильно различаются, но доверие к вендорам моделей за последний год заметно выросло

Хотя многие компании по-прежнему склонны использовать существующие облачные контракты (по аналогии с другими инфраструктурными закупками), всё больше организаций размещают модели напрямую у вендоров или через Databricks — особенно в случаях, когда нужная модель не доступна у их основного облачного провайдера (например, OpenAI — для клиентов AWS).

Обычно это объясняется желанием «получить прямой доступ к самой свежей и производительной модели, как только она становится доступна. Ранние превью-версии тоже важны.»

Рост доверия к прямому размещению у таких вендоров, как OpenAI и Anthropic, — это существенный сдвиг по сравнению с тем, что мы слышали от компаний в прошлом году: тогда большинство предпочитали обращаться к моделям через облако, иногда даже не у основного своего CSP, лишь бы избежать прямой интеграции с модельным провайдером.

10. Стоимость переключения растёт по мере того, как AI берётся за более сложные задачи

В прошлом году большинство компаний проектировали свои AI-приложения с прицелом на минимальные switching costs и максимальную взаимозаменяемость моделей. В таких условиях модели рассматривались как нечто временное: «пришла — ушла». Это работало для простых one-shot use case’ов, но с ростом агентных воркфлоу ситуация меняется: переключаться между моделями становится значительно сложнее.

По мере того как компании инвестируют ресурсы в разработку guardrails и кастомный prompting под агентные сценарии, они становятся всё более осторожными в вопросе смены модели — особенно если нет уверенности, что новая модель даст сопоставимые результаты или если её нужно будет долго и дорого «допиливать» для обеспечения стабильности. Агентные воркфлоу часто включают многоэтапные процессы, и даже небольшое изменение в логике одной модели может повлиять на всю цепочку зависимостей.

Как заметил один из руководителей: «У нас все prompt’ы заточены под OpenAI. У каждой модели — свои инструкции, нюансы, детали. Агентная обработка в LLM требует страниц инструкций. А ещё есть QA для агентов — с ним тоже всё непросто. Так что смена модели — это теперь задача, на которую уходит масса инженерных усилий.»

11. Компании всё чаще используют внешние бенчмарки как аналог “Magic Quadrant” для предварительного отбора моделей

По мере роста количества доступных моделей, внешние оценки становятся практичным, «Gartner-подобным» фильтром, который корпоративные заказчики узнают из традиционных процессов закупки ПО.

Хотя внутренние бенчмарки, golden datasets и обратная связь от разработчиков по-прежнему играют ключевую роль в глубокой оценке производительности LLM, зрелость рынка привела к тому, что компании всё чаще ориентируются на внешние бенчмарки — такие как LM Arena — на раннем этапе выбора.

Тем не менее, лидеры подчеркивают, что такие метрики — лишь часть более широкой процедуры оценки. Как отметил один из опрошенных: «Да, мы определенно смотрим на внешние бенчмарки. Но всё равно нужно всё проверять самим. Невозможно выбрать модель, не прогнав ее через свои кейсы и не услышав фидбек от сотрудников.»

Взлёт AI-приложений: рост колоссальный, всё больше компаний выбирают «покупать, а не строить»

12. Компании переходят от стратегии «build» к стратегии «buy» по мере зрелости экосистемы AI-приложений

На раннем этапе развития AI-продуктов компании в основном работали напрямую с моделями и строили собственные приложения. Однако за последние 12 месяцев произошел резкий сдвиг в сторону покупки сторонних решений, поскольку экосистема AI-приложений стала более зрелой. Это особенно актуально на фоне постоянных различий в производительности и стоимости моделей, которые требуют непрерывной оптимизации и тонкой настройки по каждому use case’у — задача, с которой лучше справляются специализированные AI-продуктовые команды, а не внутренние инженерные ресурсы.

Кроме того, в такой быстро меняющейся среде, как AI, компании всё чаще сталкиваются с тем, что внутренние инструменты сложно поддерживать, и они не дают устойчивого бизнес-преимущества — что еще больше укрепляет мотивацию перейти от «build» к «buy».

По мере того как всё больше категорий AI-приложений дозревают, можно ожидать еще более активный переход к сторонним решениям, и ведущим индикатором этого выступает рост интереса к таким приложениям при тестировании новых кейсов. Например, в сфере поддержки клиентов более 90% опрошенных компаний заявили, что тестируют сторонние решения. Один публичный финтех рассказал, что начинал с in-house-разработки для клиентской поддержки, но недавний обзор внешнего рынка убедил их отказаться от собственного билда в пользу покупки готового решения.

Единственная область, где эта тенденция пока не проявляется в полной мере, — это зарегулированные или высокорисковые отрасли, такие как здравоохранение, где конфиденциальность данных и соответствие требованиям (compliance) остаются приоритетом.

13. Покупатели испытывают сложности с моделью ценообразования, основанной на результатах (outcome-based pricing)

Несмотря на шумиху вокруг outcome-based pricing в AI-приложениях, большинство CIO пока не чувствуют уверенности в том, как именно устанавливаются, измеряются и тарифицируются метрики результатов.

Среди ключевых опасений — отсутствие чёткой связи между результатами и бизнес-целями, непредсказуемость затрат и проблемы с атрибуцией ценности. При этом какого-либо консенсуса по поводу того, как вендоры могли бы решить эти проблемы, пока не существует. Это неудивительно — AI остаётся относительно новой технологией, и пока не выработаны стандарты, позволяющие однозначно увязать модель с реальной бизнес-ценностью.

Покупатели опасаются ситуации, при которой неясно, за что именно они платят, и какова будет финальная сумма. В результате большинство CIO по-прежнему предпочитают оплату по использованию (usage-based pricing) при работе с AI-приложениями.

14. Разработка ПО становится «killer use case» — за ней следуют другие

Хотя внедрение AI-сценариев уверенно растёт по всем направлениям, особенно в корпоративном поиске, анализе данных и поддержке клиентов, именно разработка программного обеспечения продемонстрировала качественный скачок. Это произошло благодаря идеальному сочетанию факторов: появление высококлассных готовых решений, резкий рост возможностей моделей, широкая применимость к разным типам компаний и индустрий, а главное — очевидный ROI.

Один CTO быстрорастущей SaaS-компании сообщил, что почти 90% их кода сейчас генерируется AI, в основном с помощью Cursor и Claude Code, по сравнению с 10–15% год назад, когда они использовали GitHub Copilot. Такой уровень внедрения пока характерен скорее для авангарда рынка, но, вероятно, служит сильным опережающим индикатором для всего enterprise-сегмента.

15. Рынок prosumer-пользователей стал основным драйвером раннего роста AI-приложений и поведения корпоративных заказчиков

Сильные потребительские бренды трансформируются в высокий спрос со стороны компаний.

Подобно ранним технологическим сдвигам (например, появлению интернета), значительная часть раннего роста ведущих AI-приложений в корпоративном сегменте была обусловлена рынком prosumer-пользователей. Всё началось с ChatGPT и было поддержано приложениями для программирования и инструментами для креаторов, такими как ElevenLabs.

Многие CIO отметили, что решение о покупке Enterprise-версии ChatGPT было обусловлено тем, что «сотрудники любят ChatGPT. Это узнаваемый бренд». Этот двойной рыночный импульс привёл к гораздо более стремительному росту нового поколения AI-компаний по сравнению с тем, что мы наблюдали в предыдущие циклы.

16. AI-native-компании начинают опережать устоявшихся игроков по качеству и скорости

Традиционные вендоры всегда выигрывали за счёт доверия и выстроенной дистрибуции, но в эпоху AI они всё чаще уступают AI-native-конкурентам — с точки зрения как качества продукта, так и скорости его развития.

Ожидаемо, главная причина, по которой заказчики предпочитают AI-native-вендоров — это более высокая скорость инноваций. На втором месте — осознание того, что компании, изначально построенные вокруг AI, выпускают принципиально более качественные продукты, дающие лучший результат, чем решения, в которые AI «встраивается постфактум».

Этот разрыв особенно заметен сегодня в сфере разработки ПО. Один CIO из публичной компании в сфере кибербезопасности отметил резкий контраст между возможностями инструментов первого и второго поколения — особенно по мере того, как программирование становится всё более агентным.

Это подтверждается и данными по удовлетворенности пользователей: те, кто перешёл на Cursor — AI-native-решение для кодинга, — демонстрируют значительно более низкий уровень удовлетворенности предыдущими инструментами, такими как GitHub Copilot. Всё это подчёркивает, насколько быстро инновации меняют представления о том, какие результаты покупатели могут — и должны — ожидать от AI-продуктов.

Прогнозы

Ландшафт корпоративного AI больше не определяется экспериментами — теперь его формируют стратегическое внедрение, конкретные бюджетные обязательства и зрело формирующиеся экосистемы вендоров.

По мере того как выбор моделей становится всё более разнообразным, фрагментация по use case’ам — не только ожидаемый, но и приветствуемый тренд. На этом фоне начинают чётко выделяться несколько ключевых лидеров.

Компании переходят к структурированным процессам закупки и всё чаще делают ставку на готовые решения, чтобы ускорить масштабирование AI. В результате формируется рынок, всё больше напоминающий классический enterprise software — но при этом движущийся со скоростью и сложностью, уникальными для AI.

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30 июн. 2025 г.

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CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
14.10.25 08:46 robertalfred175

CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
15.10.25 18:07 crypto

Cryptocurrency's digital realm presents many opportunities, but it also conceals complex frauds. It is quite painful to lose your cryptocurrency to scam. You can feel harassed and lost as a result. If you have been the victim of a cryptocurrency scam, this guide explains what to do ASAP. Following these procedures will help you avoid further issues or get your money back. Communication with Marie ([email protected] and WhatsApp: +1 7127594675) can make all the difference.
15.10.25 21:52 harristhomas7376

"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
15.10.25 21:52 harristhomas7376

"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
17.10.25 20:17 tyleradams

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17.10.25 20:20 lindseyvonn

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17.10.25 20:22 richardcharles

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17.10.25 20:23 stevekalfman

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17.10.25 21:42 marcushenderson624

Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
17.10.25 21:42 marcushenderson624

Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
17.10.25 21:42 marcushenderson624

Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
21.10.25 08:39 debby131

Given how swiftly the cryptocurrency market moves, losing USDT may be a terrifying and upsetting experience. Whether you experienced a technical problem, a transaction error, or were the victim of fraud, it is important to understand the potential recovery routes. Marie can assist you in determining the specific actions you can take to attempt to regain your lost USDT when you need guidance and clarification. You can reach her via email at [email protected] and WhatsApp at +1 7127594675.
21.10.25 11:45 harristhomas7376

"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
21.10.25 11:45 harristhomas7376

"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
22.10.25 04:48 MATT PHILLIP

I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.
22.10.25 07:36 donnacollier

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22.10.25 11:59 elizabethrush89

God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
22.10.25 11:59 elizabethrush89

God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
22.10.25 16:31 MATT PHILLIP

I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.
23.10.25 01:52 marcushenderson624

Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
23.10.25 01:52 marcushenderson624

Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
23.10.25 15:47 MATT PHILLIP

I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.
23.10.25 21:43 patricialovick86

How To Recover Your Bitcoin Without Falling Victim To Scams: A Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected] You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1
23.10.25 21:43 patricialovick86

How To Recover Your Bitcoin Without Falling Victim To Scams: A Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected] You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1
24.10.25 06:08 MATT PHILLIP

I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.
24.10.25 06:40 elizabethrush89

God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
24.10.25 06:40 elizabethrush89

God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
24.10.25 06:54 MATT PHILLIP

I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.
24.10.25 18:18 patricialovick86

How To Recover Your Bitcoin Without Falling Victim To Scams: A Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected] You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1
24.10.25 18:18 patricialovick86

How To Recover Your Bitcoin Without Falling Victim To Scams: A Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected] You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1
25.10.25 00:49 tyleradams

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25.10.25 00:50 stevekalfman

If you ever need hacking services, look no further. I found myself in a difficult situation after losing almost $510,000 USD in bitcoin. I was distraught and had no hope of survival because i lost my life savings to this scam, I had no chance of recovering my investment. Until i came across an article on google about ([email protected]). A real-life recovery expert, everything changed completely after contacting him and explaining my ordeal to him and he quickly stepped in and assisted me in recovering 95% of my lost funds. They guarantee their clients and i got the highest level of happiness their services are highly recommended. so I’m putting this here for anyone who require their services too" Email: [email protected]
25.10.25 05:05 victoriabenny463

A few months ago, I fell for what looked like a legitimate online trading platform. The website was sleek, the support team was responsive, and they even showed me fake profit charts that seemed to grow daily. I started small, and after a few test withdrawals worked, I invested more eventually depositing 2 Bitcoin in hopes of long-term returns. But one morning, when I tried to withdraw, everything changed. The platform suddenly locked my account, claiming there were additional fees to release my funds. The support chat stopped responding, and the website started giving error messages. That’s when I realized I’d been scammed. I was devastated. Two Bitcoins wasn’t pocket change, it was my savings. I filed reports online, but everyone told me it was impossible to recover crypto once it’s sent. Then, through a discussion forum, I came across Dexdert Net Recovery, a team specializing in tracing and recovering stolen digital assets. Skeptical but desperate, I reached out. Their response was immediate and professional. They asked for transaction IDs, wallet addresses, screenshots of my correspondence with the fake platform, and any proof of payment I had. Within days, their analysts traced the stolen Bitcoin through multiple wallets using blockchain forensics, They updated me step-by-step, Working with their recovery experts and blockchain partners, Dexdert Net Recovery successfully froze the funds and verified ownership of my wallet. After 2 days of persistence and verification, I finally saw my 2 Bitcoin restored back into my own wallet. I couldn’t believe it. What stood out most wasn’t just that they recovered my funds, but how transparent and supportive the Dexdert team was throughout the process. They educated me on crypto safety, how to spot fake trading sites, and how to secure my digital assets in the future. Dexdert Net Recovery truly lives up to its name. They gave me back not just my Bitcoin, but my peace of mind. Reach Out Information Below Via: Email: ([email protected]) Telegram: (https://t.me/Dexdertprorecovery) WhatsApp: (+1 (859) 609‑4156)
25.10.25 10:13 wendytaylor015

My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
25.10.25 10:13 wendytaylor015

My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
26.10.25 01:03 Christopherbelle

A terrible financial shock hit me hard. I lost $860,000 in a fake crypto scheme. Things looked good until I tried to cash out my earnings. Suddenly, my account vanished into thin air. I told the police many times, but help never showed up. Despair washed over me; I felt totally beaten. Then, I found Sylvester Bryant Intelligence. Right away, they were skilled and honest about the whole thing. They looked deep into my situation. They tracked where the stolen funds went. They fought hard for me every step of the way. To my great surprise, they got my money back. I thought that was impossible. I owe them so much for their hard work and truthfulness. Sylvester Bryant Intelligence restored my peace. If scams took your crypto, contact them now. Contact Info: Yt7cracker@gmail . com WhatsApp: ‪+1 512 577 7957. or +44 7428 662701.
26.10.25 18:09 victoriabenny463

A few months ago, I fell for what looked like a legitimate online trading platform. The website was sleek, the support team was responsive, and they even showed me fake profit charts that seemed to grow daily. I started small, and after a few test withdrawals worked, I invested more eventually depositing 2 Bitcoin in hopes of long-term returns. But one morning, when I tried to withdraw, everything changed. The platform suddenly locked my account, claiming there were additional fees to release my funds. The support chat stopped responding, and the website started giving error messages. That’s when I realized I’d been scammed. I was devastated. Two Bitcoins wasn’t pocket change, it was my savings. I filed reports online, but everyone told me it was impossible to recover crypto once it’s sent. Then, through a discussion forum, I came across Dexdert Net Recovery, a team specializing in tracing and recovering stolen digital assets. Skeptical but desperate, I reached out. Their response was immediate and professional. They asked for transaction IDs, wallet addresses, screenshots of my correspondence with the fake platform, and any proof of payment I had. Within days, their analysts traced the stolen Bitcoin through multiple wallets using blockchain forensics, They updated me step-by-step, Working with their recovery experts and blockchain partners, Dexdert Net Recovery successfully froze the funds and verified ownership of my wallet. After 2 days of persistence and verification, I finally saw my 2 Bitcoin restored back into my own wallet. I couldn’t believe it. What stood out most wasn’t just that they recovered my funds, but how transparent and supportive the Dexdert team was throughout the process. They educated me on crypto safety, how to spot fake trading sites, and how to secure my digital assets in the future. Dexdert Net Recovery truly lives up to its name. They gave me back not just my Bitcoin, but my peace of mind. Reach Out Information Below Via: Email: ([email protected]) Telegram: (https://t.me/Dexdertprorecovery) WhatsApp: (+1 (859) 609‑4156)
27.10.25 11:15 harristhomas7376

"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
27.10.25 11:15 harristhomas7376

"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
27.10.25 17:08 raymondgonzales

Three Cheers for Wizard Hilton Cyber Tech, Bitcoin Savior Extraordinaire In the ever-evolving world of cryptocurrency, where volatility and uncertainty reign supreme, one individual has emerged as a beacon of hope and innovation - Wizard Hilton Cyber Tech, the self-proclaimed "Bitcoin Savior Extraordinaire." This enigmatic figure, with his uncanny ability to navigate the complexities of the digital asset landscape, has captivated the attention of crypto enthusiasts and skeptics alike. Wizard Hilton Cyber Tech journey began as a humble programmer, tinkering with the underlying blockchain technology that powers Bitcoin. But it was his visionary approach and unwavering commitment to the cryptocurrency's potential that propelled him into the limelight. Through a series of strategic investments, groundbreaking algorithmic trading strategies, and a knack for anticipating market shifts, Wizard Hilton Cyber Tech has managed to consistently outperform even the savviest of Wall Street traders. Wizard Hilton Cyber Tech ability to turn even the most tumultuous of Bitcoin price swings into opportunities for substantial gains has earned him the moniker "Wizard," a testament to his unparalleled mastery of the digital currency realm. But Wizard Hilton Cyber Tech impact extends far beyond personal wealth accumulation - Wizard Hilton Cyber Tech has tirelessly advocated for the widespread adoption of Bitcoin, working tirelessly to educate the public, lobby policymakers, and collaborate with industry leaders to overcome the barriers that have long hindered the cryptocurrency's mainstream acceptance. With infectious enthusiasm and boundless energy, Wizard Hilton Cyber Tech has become a true champion of the Bitcoin cause, inspiring a new generation of crypto enthusiasts to embrace the transformative power of this revolutionary technology. As the digital currency landscape continues to evolve, Wizard Hilton Cyber Tech name will undoubtedly be etched in the annals of cryptocurrency history as a visionary, a trailblazer, and, above all, the Bitcoin Savior Extraordinaire. To get your stolen bitcoin back, reach out to Wizard Hilton Cyber Tech via: Email : wizardhiltoncybertech ( @ ) gmail (. ) com WhatsApp number +18737715701 Good Day.
27.10.25 17:20 fatimanorth

The Federal Trade Commission said that more than $1 billion had been lost to cryptocurrency scams in 2023. Victims frequently lose everything, including hope, trust, and wealth. When your hard-earned money disappears into digital shadows, you feel trapped. Nowadays, cryptocurrency frauds are very common. You can get help from recovery specialist Marie at [email protected] and via WhatsApp at +1 7127594675.
28.10.25 00:55 elizabethrush89

God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
28.10.25 00:55 elizabethrush89

God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
29.10.25 03:43 Christopherbelle

A sudden money crisis struck me. I dropped $82,000 to a phony crypto scam. All seemed fine until I went to pull out my gains. Then, i was unable to get back my hard earned money. I reported it to the police several times. No aid came my way. Deep sadness hit me; I felt crushed. That's when I learned about Sylvester Bryant Intelligence. They acted quick and fair from the start. They checked my case closely. They followed the path of my lost cash. They pushed strong for me at each turn. In shock, they brought my funds back. I had figured it could not happen. I thank them for their effort and honesty. Sylvester Bryant Intelligence gave me calm again. If a scam stole your crypto, reach out to them today. Contact Info: Yt7cracker@gmail . com WhatsApp: +1 512 577 7957 or +44 7428 662701.
29.10.25 10:56 wendytaylor015

My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
29.10.25 10:56 wendytaylor015

My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
09:49 Christopherbelle

I suffered a huge money blow when $80,000 slipped away in a bogus crypto plot. It all looked great at first. Then I went to pull out my gains, and poof—my account was gone. I kept telling the cops about it, but they did zip. I felt shattered and lost. That's when I stumbled on Sylvester Bryant Intelligence. Things turned around fast. Right away, they showed clear steps, sharp know-how, and real drive to fix it. They tracked my missing cash step by step and pushed hard till they got it back. I swear, I figured it was a lost cause. Their straight-up work and trust brought back my calm. If a scam stole your crypto, reach out to them now. yt7cracker@gmail . com | WhatsApp: +1 512 577 7957 or +44 7428 662701
12:03 elizabethrush89

God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

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[Перевод] Кто, как и зачем внедряет Gen AI в 2025: опыт 100 CIO

Бюджеты: расходы на AI превзошли даже самые смелые ожидания — и это надолго

1. Бюджеты оказались больше, чем ожидалось, и продолжают расти

2. Расходы на Gen AI переходят в разряд постоянных бюджетных статей

Модели: три лидера формируются на фоне всё более выраженной дифференциации по use case’ам — что стимулирует мультимодельную стратегию

3. Мультимодельный мир закрепляется, а ключевым драйвером становится дифференциация, а не коммодитизация

4. Ландшафт моделей перенасыщен, но лидеры уже чётко вырисовываются

5. Соотношение цена/качество у закрытых моделей стало особенно привлекательным для non-frontier решений

6. Fine-tuning становится менее необходимым по мере роста возможностей моделей

7. Компании оптимистично настроены в отношении reasoning-моделей и готовы к масштабированию

Закупки: корпоративная покупка AI всё больше похожа на традиционную закупку ПО

8. Процесс выбора моделей всё больше напоминает классическую закупку enterprise-софта — с чек-листами и чувствительностью к цене

9. Предпочтения по хостингу сильно различаются, но доверие к вендорам моделей за последний год заметно выросло

10. Стоимость переключения растёт по мере того, как AI берётся за более сложные задачи

11. Компании всё чаще используют внешние бенчмарки как аналог “Magic Quadrant” для предварительного отбора моделей

Взлёт AI-приложений: рост колоссальный, всё больше компаний выбирают «покупать, а не строить»

12. Компании переходят от стратегии «build» к стратегии «buy» по мере зрелости экосистемы AI-приложений

13. Покупатели испытывают сложности с моделью ценообразования, основанной на результатах (outcome-based pricing)

14. Разработка ПО становится «killer use case» — за ней следуют другие

15. Рынок prosumer-пользователей стал основным драйвером раннего роста AI-приложений и поведения корпоративных заказчиков

16. AI-native-компании начинают опережать устоявшихся игроков по качеству и скорости

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Н Новости

[Перевод] Кто, как и зачем внедряет Gen AI в 2025: опыт 100 CIO

Бюджеты: расходы на AI превзошли даже самые смелые ожидания — и это надолго

1. Бюджеты оказались больше, чем ожидалось, и продолжают расти

2. Расходы на Gen AI переходят в разряд постоянных бюджетных статей

Модели: три лидера формируются на фоне всё более выраженной дифференциации по use case’ам — что стимулирует мультимодельную стратегию

3. Мультимодельный мир закрепляется, а ключевым драйвером становится дифференциация, а не коммодитизация

4. Ландшафт моделей перенасыщен, но лидеры уже чётко вырисовываются

5. Соотношение цена/качество у закрытых моделей стало особенно привлекательным для non-frontier решений

6. Fine-tuning становится менее необходимым по мере роста возможностей моделей

7. Компании оптимистично настроены в отношении reasoning-моделей и готовы к масштабированию

Закупки: корпоративная покупка AI всё больше похожа на традиционную закупку ПО

8. Процесс выбора моделей всё больше напоминает классическую закупку enterprise-софта — с чек-листами и чувствительностью к цене

9. Предпочтения по хостингу сильно различаются, но доверие к вендорам моделей за последний год заметно выросло

10. Стоимость переключения растёт по мере того, как AI берётся за более сложные задачи

11. Компании всё чаще используют внешние бенчмарки как аналог “Magic Quadrant” для предварительного отбора моделей

Взлёт AI-приложений: рост колоссальный, всё больше компаний выбирают «покупать, а не строить»

12. Компании переходят от стратегии «build» к стратегии «buy» по мере зрелости экосистемы AI-приложений

13. Покупатели испытывают сложности с моделью ценообразования, основанной на результатах (outcome-based pricing)

14. Разработка ПО становится «killer use case» — за ней следуют другие

15. Рынок prosumer-пользователей стал основным драйвером раннего роста AI-приложений и поведения корпоративных заказчиков

16. AI-native-компании начинают опережать устоявшихся игроков по качеству и скорости

Прогнозы

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