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Н Новости

Как я с помощью AI за месяц разработала и внедрила систему учета для школьной столовой

Краткое содержание

В статье я расскажу, как за 4 недели c помощью AI разработала систему учета для школьного кафе. Внедрение системы позволило добиться следующих результатов:

  • Сокращение среднего времени обслуживания на ребенка на ~30%

  • Сокращение максимального времени ожидания в очереди в среднем с 15 до 10 минут

  • Доступ к информации о питании детей для 60+ семей в реальном времени

  • Предоставление владельцам кафе инструментов для анализа продаж

Предыстория и определение проблемы

Все началось в родительском чате. Мы обсуждали рядовой, но важный вопрос: как узнать, что ребёнок в школе полноценно обедает, а не перебивается весь день булочками?

Существующая система работала так: родители вносили депозит, а дети самостоятельно выбирали еду на раздаче, администратор вычитала сумму из депозита. На первый взгляд удобно, но на практике это создавало серьезные проблемы для всех участников процесса:

  • Родители не могли отследить питание детей

  • Администраторы тратили время на ручной учет

  • Владелица кафе не имела прозрачной аналитики

  • Классные руководители тратили время на отчеты о том, что едят дети

Анализ существующих решений

На рынке представлены различные системы автоматизации для кафе, но все они имеют существенные ограничения:

  • Высокая стоимость внедрения и поддержки (от 100,000 рублей)

  • Избыточный функционал

  • Отсутствие гибкости в настройке под специфику конкретной школы

На тот момент я как раз запустила и вывела на рынок систему учёта для офлайн-магазинов в Flowwow и сразу увидела параллели: администратор, меню, покупатели, заказы... Плюс простой интерфейс для родителей.

Опыт создания системы учета давал мне представление, как это может быть устроено, и я загорелась идеей сделать удобный продукт, который решит проблему непрозрачности питания детей. Но идея создания собственного приложения казалась чем-то за гранью возможного.

Решающим моментом стало знакомство с Marblism – платформой, создающей full-stack приложения из текстового описания. Эти два фактора – реальная проблема и инструмент для её решения – дали старт проекту.

Об авторе

Мария Божевольнова — Продакт-менеджер с 10-летним опытом в IT: 7 лет в управлении международными проектами и 3 года в продуктовом менеджменте B2B SaaS-продуктов и мобильных приложений. За последний год успешно запустила B2B ERP систему для управления розничными магазинами в Flowwow. Из 100 привлеченных клиентов 30 стали активными пользователями системы (конверсия ~30%), со средним ежедневным объемом продаж через систему более 1.2 млн рублей.

Исследование и подготовка решения

Прежде чем начать разработку, я неделю изучала работу школьной столовой:

Что измеряла и считала:

  • Наблюдала за работой кафе в разные дни (6 часов)

  • Засекала время обслуживания учеников (50 замеров)

  • Следила за длиной очередей в течение дня

С кем поговорила:

  • Родители учеников разных классов — 4 интервью

  • Сотрудники кафе — 2 интервью

  • Владелица бизнеса — 1 встреча

  • Классные руководители — 2 беседы

Ключевые находки исследования

Проблема

Данные

Влияние

Длительное время обслуживания

30-40 сек на ученика

Очереди до 15 минут в пик

Отсутствие контроля питания

70% родителей не знают, что едят дети

Риск несбалансированного питания

Сложный учет

~30 мин в день на подсчеты

Нагрузка на администратора

Непрозрачность для бизнеса

Нет точных данных о популярных блюдах

Нет понимания рентабельности блюд

Приоритизация по RICE

Функционал

Reach

Impact

Confidence

Effort

Score

Обоснование

Быстрое оформление заказа

150

3

90%

2

202.5

Влияет на всех учеников и персонал ежедневно

Родительский контроль

150

3

80%

2

180

Решает ключевую боль родителей

Аналитика продаж

3

3

80%

1

7.2

Важно для оптимизации бизнеса

Предзаказ еды

20

1

40%

3

2.6

Затрагивает небольшое количество родителей

MVP состав

Must Have (Решает критические проблемы):

  • Быстрый интерфейс оформления заказа (цель: ~20 секунд)

  • Автоматический расчет сумм и баланса

  • Базовый родительский контроль (история заказов)

Should Have (Важные улучшения):

  • Уведомления о низком балансе

  • Возможность добавить скидку

  • Несколько способов оплаты

Could Have (Перспективные функции):

  • Предзаказ еды родителями

  • Пополнение баланса с карты онлайн

  • Интеграция с бухгалтерией

Customer Journey Map

До внедрения системы:

  1. Родитель вносит депозит на имя ребенка

  2. Ребенок стоит в очереди, чтобы взять еду на раздаче

  3. Администратор вручную считает сумму заказанного ребенком, вычитает из депозита и вносит в табличку

  4. Родитель не знает, что купил ребенок

После внедрения:

  1. Родитель вносит депозит на имя ребенка

  2. Ребенок стоит в очереди, чтобы взять еду на раздаче

  3. Администратор оформляет заказ добавляя блюда в корзину в системе учета

  4. Система считает общую сумму и списывает средства с баланса

  5. Родитель видит покупки в реальном времени

Процесс разработки

Для разработки я использовала Marblism - это платформа, которая позволяет генерировать full-stack приложения из промпта.

График разработки

Исследование (1 неделя)
24.09 - 01.10 | Интервью и замеры

Разработка MVP (4 недели)
01.10 - 15.10 | Базовый функционал (2 недели)
15.10 - 28.10 | Доработки: скидки, оплата наличкой/картой для тех, у кого нет депозита (2 недели)

Внедрение в работу столовой (1 неделя)
28.10 | Старт использования администратором

Общий запуск
01.11 | ★ Запуск для родителей

Стек Marblism

Технология

Назначение

Что дает

Typescript

Язык программирования

Типизация и надежность

Remix

React Framework

Серверный рендеринг и SEO

Vite

Build Tool

Быстрая разработка

Ant Design

UI System

Готовые компоненты

Prisma

Database ORM

Удобная работа с БД

PostgreSQL

База данных

Надежность и транзакции

Zenstack

Access Control

Управление доступом и ролями

Работа с Marblism

Работа с Marblism оказалась увлекательным опытом – это как разговор с коллегой, понимающим тебя с полуслова. Вот как проходила разработка.

Интерфейс Marblism. Пример, как я запросила добавить фильтр Вчера. AI добавил фильтр, я сразу вижу изменения в интерфейсе приложения.
Интерфейс Marblism. Пример, как я запросила добавить фильтр Вчера.
AI добавил фильтр, я сразу вижу изменения в интерфейсе приложения.

Промпт для создания приложения

A web app that allows users to browse meal catalogue, add meals and customers to checkout, manage meals, customers, see orders.

Pages:

- Home: catalogue with meals, checkout on the right, customer search by name, 3 payment type buttons: Balance, Cash, Card. If payment type is Balance, its amount is subtracted from customer balance. Each meal in catalogue has a photo, name, price and added to checkout when clicked

- Meals: meals with search by name, meals can be edited, removed, added. Each meal has photo, name, tags, price. User can upload photo for a meal and it will be displayed in catalogue and on the meal page. User can add new tags to the meal or select from existing tags

- Customers: list of customers, can be edited, removed, added. Each customer has name, parent’s contact, class, current balance. User can top-up customer balance

- Orders: orders with search by customer name or date. Each order has date, customer, total amount, purchased items, payment method

- Users: admins

Этот промпт дал мне базовую структуру с основными страницами и базой данных

Итерации и улучшения

Далее каждое улучшение проходило через цикл:

  1. Наблюдение за работой администратора

  2. Быстрое прототипирование решения

  3. Тестирование прототипа

  4. Выпуск финальной версии

  5. Сбор обратной связи и метрик

Пример итерации с половинными порциями:

  • Проблема: 30% детей просили половину порции

  • Решение: Добавили опцию Половина блюда

  • Результат: Время обслуживания таких заказов в среднем сократилось на ~5 секунд

Автоматическое связывание аккаунтов: кейс, который меня удивил

Одной из интересных задач оказалось связывание аккаунтов учеников и их родителей. У нас была база учеников с номерами телефонов родителей, но как автоматически связать эти данные с новыми регистрациями родителей? Ручное сопоставление отняло бы массу времени и потребовало бы бесконечных уточнений.

Я подумала: что, если использовать номер телефона как ключ для автоматического связывания. Я описала эту идею AI простым языком: "Когда родитель сохраняет номер телефона в своем профиле, проверь, есть ли ученик с таким же номером, и если да – свяжи их аккаунты".

Результат меня впечатлил: AI не только понял задачу, но и создал весь необходимый код – от проверки номера до обновления связей в базе данных. А когда я начала тестировать эту функцию, она сработала с первого раза!

Метрики и результаты

Ключевые метрики успеха

Метрика

До

После

Улучшение

Время обслуживания

30 сек

20 сек

-30%

Длина очереди в пик

15 мин

10 мин

-30%

Охват родителей

0%

50%

+50%

Удовлетворенность администратора

N/A

4.8/5

N/A

Качественные результаты

Отзывы пользователей:

"Спасибо вам огромное, я зашла как мама и в шоке от того как это круто, я теперь могу и деньги планировать, и понимать насколько ребенок злой (голодный). Просто мечта! Спасибо!" — Мама ученика 1 класса

"Зарегалась в прогу столовки! СПАСИБО БОЛЬШОЕ, что сделали нашу жизнь лучше!" — Мама ученика 0 класса

“Я очень рада, что теперь вижу, что ест ребенок и благодарна вам каждый день, спасибо! — Мама ученика 2 класса

"Работать стало гораздо быстрее и удобнее!" — Света, администратор

Текущий функционал

Особое внимание я уделила деталям интерфейса, которые делают ежедневную работу с системой удобной и приятной. Я считаю, что именно продуманные мелочи превращают рабочий инструмент в продукт, которым приятно пользоваться.

Каталог

Страница каталога с выбранным учеником. Как только ученик выбран, подгружается информация о его текущем балансе и дневном лимите, если лимит установлен.
Страница каталога с выбранным учеником.
Как только ученик выбран, подгружается информация о его текущем балансе и дневном лимите,
если лимит установлен.

На странице каталога администратор может добавить блюда в корзину - либо по клику на блюдо, либо через поиск. По клику на блюдо оно добавляется в корзину, количество в корзине увеличивается, если кликнуть еще раз. Есть возможность добавить скидку, либо скидка автоматически применится, если выбрать учителя. Есть оплата с баланса либо наличными/картой.

Нотификация, если дневной лимит превышен учеником
Нотификация, если дневной лимит превышен учеником

Блюда

На странице блюд администратор может быстро скрыть блюда, которые сегодня не продаются.
На странице блюд администратор может быстро скрыть блюда, которые сегодня не продаются.

Поиск работает и по названиями и по тэгам. Удаление доступно только у блюд, для которых еще не было продаж.

Клиенты

Список учеников и учителей
Список учеников и учителей

Когда родитель заходит в столовую и хочет узнать текущий баланс ребенка, администратор может быстро найти ребенка, увидеть сколько он потратил вчера и пополнить баланс ребенка.

Заказы

Список заказов с возможностью искать по имени либо отфильтровать по дате
Список заказов с возможностью искать по имени либо отфильтровать по дате

На странице заказов есть общая сумма продаж для сверки с кассой. По умолчанию страница открывается на фильтре Сегодня. Есть возможность отменить заказ.

Пополнения

Список пополнений балансов с возможностью отредактировать данные
Список пополнений балансов с возможностью отредактировать данные

На странице пополнений также есть разбивка по типу оплаты для сверки с кассой. По умолчанию страница открывается на данных за сегодня.

Аналитика

Страница аналитики
Страница аналитики

Страница владельца для быстрого понимания популярности блюд и общей суммы продаж. По умолчанию открывается на сегодня.

Пользователи и настройки

Вспомогательные интерфейсы для просмотра зарегистрированных пользователей в системе и настройка тэгов, логотипа, расписания (для отслеживания продаж по модулям в будущем, так называются четверти в нашей школе)

Пользователи
Пользователи
Настройки, включая редактирование тэгов и их порядка в каталоге
Настройки, включая редактирование тэгов и их порядка в каталоге

Интерфейс родителей

Родитель может зарегистрироваться самостоятельно и указать номер телефона в профиле, либо попросить администратора добавить email родителя в данные ученика.

После этого данные родителя и ученика связываются, родителю становится доступна вся информация о питании ребенка. При этом даже в случае, когда ученик не использует систему депозитов и платит наличными, родитель все равно может отслеживать актуальное меню столовой.

Список покупок ребенка за сегодня
Список покупок ребенка за сегодня

Что я поняла в процессе

  • AI-инструменты отлично подходят для создания прототипа и тестирования гипотез.

  • Даже если вы не программист, можно обсудить архитектуру приложения с AI — он поможет спроектировать функциональность.
    Например, мне нужно было добавить возможность добавить свободную сумму к заказу, даже если не были выбраны блюда. AI предложил добавить поле в модель заказа и учитывать наличие данных в этом поле при отображении информации о заказе.

  • В остальном процесс такой же, как в обычной разработке: перед запуском нужно тщательно протестировать все сценарии использования.

Заключение

Для меня главная ценность этого проекта в том, что мы решили реальную проблему, создав продукт, которым ежедневно пользуются люди. Работа с Marblism доказала, что современные AI-инструменты могут ускорить процесс разработки, позволяя продакт-менеджеру фокусироваться на самом важном — создании ценности для пользователей.

Источник

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  • 09.10.25 11:05 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

  • 09.10.25 11:05 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

  • 09.10.25 11:05 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

  • 09.10.25 11:05 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

  • 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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