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Как мы автоматизировали сбор статусов проектов: от Telegram-бота до полноценного продукта с ИИ

Привет, на связи Технократия, и сегодня Head of Web компании Айзат Фархутдинов расскажет о том, как мы решали проблему актуализации статусов проектов: от заполнения табличек в Google Sheets до разработки полноценного сервиса, в котором есть функция суммаризации статусов.

Это не мем, это наша жизнь
Это не мем, это наша жизнь

Дисклеймер : Этот текст подготовила редакция «Технократии». Чтобы не пропустить анонс новых материалов подпишитесь на «Голос Технократии» — мы регулярно рассказываем о новостях про AI, LLM и RAG, а также делимся полезными мастридами и актуальными событиями.

Обсудить пилот или задать вопрос об LLM можно здесь.

Контекст

Мы занимаемся разработкой цифровых сервисов для бизнеса и не только. В компании стабильно работает несколько команд, которые работают на разных проектах. На первых порах было довольно просто быть в курсе положении дел на проектах, но со временем количество проектов в компании увеличилось.

Возникла необходимость контролировать бюджет, сроки выполнения задач и возникающие проблемы. Мы поняли, что для эффективного управления важно регулярно анализировать текущую ситуацию и быстро реагировать на изменения.

Изначально решение состояло в проведении регулярных встреч, где менеджеры проектов делились информацией об актуальных статусах: всё ли хорошо или требуются корректировки. Такие регулярные встречи называются «Статусы», на которых присутствовали менеджеры проектов, специалисты отдела продаж и технический директор.

Эта практика помогала выявлять проблемы на ранних стадиях и предотвращать критические задержки. Однако постепенно выявился недостаток: менеджеры чаще освещали свои административные трудности, упуская технические аспекты, которые могли быть важны для решения проблем. Это стало причиной поиска нового подхода.

Чтобы решить проблему «глухого телефона», мы решили проводить предварительные технические встречи перед общими статус-совещаниями. На этих встречах собиралась информация о проблемах и предложениях от разработчиков.

На начальном этапе данные собирались вручную: лиды напрямую общались с членами своих команд, фиксировали ответы и консолидировали их в таблицу. Этот процесс оказался эффективным для небольшого количества проектов. Однако, по мере роста компании, объем работы значительно увеличился, и ручной способ сбора данных стал занимать слишком много времени.

Первые попытки автоматизации

Для ускорения процесса общения был внедрен чат, в котором сотрудники могли сообщать о своих статусах в текстовом формате. Вроде бы стало проще, но тем не менее этот подход оставался ограниченным из-за ручной обработки сообщений, необходимости консолидировать информацию вручную и риска упустить важные детали.

Мы поняли, что требуется более системный подход. Поэтому решили автоматизации сбора данных с помощью Telegram-бота. Это решение позволило структурировать процесс: бот автоматически запрашивал статус у сотрудников в заранее заданное время, а ответы сохранялись в базе данных.

Первоначальная версия бота была предназначена только для одного отдела — Java-разработки. Бот отправлял запросы в чат, сотрудники переходили по ссылке и заполняли короткий опрос. Ответы автоматически сохранялись в базе данных, что исключало необходимость ручного ввода. Итоговые данные можно было выгрузить в формате JSON для последующего анализа и подготовки отчетов.

Со временем система была усовершенствована:

  • Интерфейс: вместо работы с JSON-файлами была разработана веб-версия с авторизацией, которая предоставляла удобный доступ к данным.

  • Гибкость: добавлены настройки расписания запросов для разных отделов и возможность выбора времени для получения напоминаний.

  • Масштабируемость: изначально бот был создан для одного отдела, но был адаптирован для использования в масштабах всей компании, с учетом особенностей работы разных команд.

Мы используем систему оценки от 0 до 2, где 0 - это все в порядке, а 2 - требует срочного вмешательства
Мы используем систему оценки от 0 до 2, где 0 - это все в порядке, а 2 - требует срочного вмешательства

Благодаря переходу к автоматизации, система позволила значительно сократить время на сбор данных, повысить их точность и создать основу для дальнейших улучшений. Это стало важным шагом на пути к полной цифровизации процессов мониторинга.

Раскатываем систему на всю компанию

После успешного внедрения базовой версии Telegram-бота проект начал стремительно развиваться. Мы довольно быстро увидели потенциал автоматизации, что послужило толчком для совершенствования системы.

  • Ролевое управление: введение ролей (админ, лид, топ) дало возможность разграничить доступ к функционалу. Например, администраторы могли управлять всей системой, лиды — видеть данные своих отделов, а руководители — получать агрегированную информацию по проектам.

  • Гибкость настроек: система позволила лидерам адаптировать время и дни напоминаний о заполнении статусов, что увеличило удобство работы и снизило нагрузку на сотрудников.

Эти изменения сделали систему интуитивной и масштабируемой, что стало ключевым фактором для ее успешного внедрения в компании. А еще примерно в этот момент сервис стал называться «Статусер» и обзавелся своим логотипом и фирменным стилем.

Пример интерфейса
Пример интерфейса

На этом моменте информация о существовании сервиса вышла за пределы компании, и несколько наших клиентов и партнеров заинтересовались им. Нам стало интересно протестировать возможность раскатить сервис на других пользователях, поэтому мы минимально доработали сервис под требования сторонних команд:

  • Добавили локализацию: для работы с командами в разных регионах была добавлена поддержка нескольких языков. Опрашиваемые могли заполнять статусы на своем языке, а результаты отображались в едином формате.

  • Кастомизация для клиентов: появилась возможность адаптировать опросы и отчеты под требования внешних команд. Это сделало систему более универсальной и удобной для внешних пользователей.

Параллельно мы развивали сервис внутри: помимо «Статусера», у нас в Технократии есть «Ресурсер» — инструмент для актуализации информации о загруженности сотрудников на проектах, которая помогает в ресурсном планировании. Для повышения эффективности «Ресурсер» был интегрирован со «Статусером». Это позволило автоматически подтягивать данные о занятости сотрудников, проектах и их статусах:

  • Если проект завершался, он автоматически архивировался, но сохранялся в системе для ретроспективного анализа.

  • Лиды могли видеть текущую нагрузку своих сотрудников и планировать задачи более точно.

В целом, у нас получился классный сервис, который положительно повлиял на управление проектами в компании. Лиды и менеджеры получили доступ к актуальным данным в реальном времени. Руководство компании смогло быстро анализировать ситуацию и принимать обоснованные решения. Также мы исключили количество ручных операций, что снизило вероятность ошибок и увеличило прозрачность процессов.

Окно администратора для настройки даты оповещения о сборе статусов
Окно администратора для настройки даты оповещения о сборе статусов

«Статусер» стал неотъемлемой частью рабочих процессов компании и заложил основу для следующего этапа — интеграции искусственного интеллекта.

Для чего мы добавили в «Статусер» искусственный интеллект

Мы в Технократии не только разрабатываем цифровые продукты, но и работаем с интеграцией LLM в существующие сервисы. А с ростом числа проектов и увеличением объема данных необходимость в более глубоком и оперативном анализе стала очевидной. Особенности работы сотрудников, включая развернутые комментарии и смешивание различных типов информации, усложняли обработку данных вручную. Искусственный интеллект (ИИ) был внедрен для решения следующих задач:

  • Автоматическая суммаризация и структурирование информации из статусов.

  • Обезличивание данных для сохранения конфиденциальности.

  • Ускорение подготовки отчетов и выявления ключевых проблем.

Для интеграции ИИ был выбран инструмент LLMbox (подробнее про него рассказывали вот здесь), который позволил внедрить обработку данных с использованием языковых моделей.

8a715988b398234e9ee4886317a2b525.png

Основные этапы интеграции:

Системный промпт: Был создан подробный промпт для LLM, описывающий структуру и формат данных, а также ожидаемый результат. В нем указывались правила, по которым должны разделяться проблемы и решения, а также отсеиваться ненужная информация (например, комментарии об отпусках).

Обработка данных: ИИ агрегировал информацию, выделял ключевые проблемы и решения, предоставляя их в удобном формате. Это позволило менеджерам и лидерам сосредоточиться на анализе важных моментов.

Гибкость настроек: Администраторы получили возможность изменять промпты и выбирать LLM, что сделало систему адаптивной для разных задач.

Пример суммаризации статусов
Пример суммаризации статусов

В итоге интеграция ИИ помогла нам повысить прозрачность заполнения статусов, повлияла на эффективность обработки данных, особенно для команд, где работает более 20 специалистов, а также система стала автоматически подсвечивать потенциальные риски, используя визуальные индикаторы, что облегчало восприятие информации.

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    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

  • 11.10.25 04:41 luciajessy3

    Don’t be deceived by different testimonies online that is most likely wrong. I have made use of several recovery options that got me disappointed at the end of the day but I must confess that the tech genius I eventually found is the best out here. It’s better you devise your time to find the valid professional that can help you recover your stolen or lost crypto such as bitcoins rather than falling victim of other amateur hackers that cannot get the job done. ADAMWILSON . TRADING @ CONSULTANT COM / WHATSAPP ; +1 (603) 702 ( 4335 ) is the most reliable and authentic blockchain tech expert you can work with to recover what you lost to scammers. They helped me get back on my feet and I’m very grateful for that. Contact their email today to recover your lost coins ASAP…

  • 11.10.25 10:44 Tonerdomark

    A thief took my Dogecoin and wrecked my life. Then Mr. Sylvester stepped in and changed everything. He got back €211,000 for me, every single cent of my gains. His calm confidence and strong tech skills rebuilt my trust. Thanks to him, I recovered my cash with no issues. After months of stress, I felt huge relief. I had full faith in him. If a scam stole your money, reach out to him today at { yt7cracker@gmail . com } His help sparked my full turnaround.

  • 12.10.25 01:12 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

  • 12.10.25 01:12 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

  • 12.10.25 19:53 Tonerdomark

    A crook swiped my Dogecoin. It ruined my whole world. Then Mr. Sylvester showed up. He fixed it all. He pulled back €211,000 for me. Not one cent missing from my profits. His steady cool and sharp tech know-how won back my trust. I got my money smooth and sound. After endless worry, relief hit me hard. I trusted him completely. Lost cash to a scam? Hit him up now at { yt7cracker@gmail . com }. His aid turned my life around. WhatsApp at +1 512 577 7957.

  • 12.10.25 21:36 blessing

    Writing this review is a joy. Marie has provided excellent service ever since I started working with her in early 2018. I was worried I wouldn't be able to get my coins back after they were stolen by hackers. I had no idea where to begin, therefore it was a nightmare for me. However, things became easier for me after my friend sent me to [email protected] and +1 7127594675 on WhatsApp. I'm happy that she was able to retrieve my bitcoin so that I could resume trading.

  • 13.10.25 01:11 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

  • 13.10.25 01:11 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

  • 14.10.25 01:15 tyleradams

    Hi. Please be wise, do not make the same mistake I had made in the past, I was a victim of bitcoin scam, I saw a glamorous review showering praises and marketing an investment firm, I reached out to them on what their contracts are, and I invested $28,000, which I was promised to get my first 15% profit in weeks, when it’s time to get my profits, I got to know the company was bogus, they kept asking me to invest more and I ran out of patience then requested to have my money back, they refused to answer nor refund my funds, not until a friend of mine introduced me to the NVIDIA TECH HACKERS, so I reached out and after tabling my complaints, they were swift to action and within 36 hours I got back my funds with the due profit. I couldn’t contain the joy in me. I urge you guys to reach out to NVIDIA TECH HACKERS on their email: [email protected]

  • 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

  • 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

  • 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

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