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Н Новости

Создаём свой BI-дашборд с ИИ-редактором в Битрикс24

bc48b0d11edab9edde71ce7936301064.png

Привет! Меня зовут Игорь Росляков, я технический писатель. По приглашению тимлида DevRel-команды Владимира Верхотурова готовлю цикл статей на тему ИИ-ассистированной разработки решений для Битрикс24.

Сегодня создаём приложение для визуализации данных Битрикс24 и настройки собственного BI-дашборда с помощью ИИ. Редактор получает данные из портала и представляет их в удобном виде. Если каких-то возможностей не хватает, их можно будет добавить через агентов. Всё работает внутри экосистемы Битрикс24.

Если хотите сразу скопировать наше решение и попробовать применить его у себя, то вот ссылка на репозиторий:
github.com/igorrosliakov-bitrix24/living-bi-dashboard

Содержание

Как работает наш BI-редактор, где его скачать и как редактировать

Сначала — сам редактор для тех, кому интересно попробовать готовое решение.

AI-редактор BI-отчётов создаёт отдельный дашборд внутри Битрикс24. Он получает агрегированные данные портала: количество сделок, распределение по стадиям или менеджерам, показатели компаний и задач. Карточки CRM в интерфейс не загружаются.

Выглядит это так:

938acfa29a056c6af64e7c831a3de173.png

Проект доступен в GitHub: living-bi-dashboard. Сейчас это версия 0.1.0, первый MVP-релиз. Чтобы запустить свою копию, нужно клонировать репозиторий, добавить ключи Вайбкода в .env, выполнить npm ci и npm run dev. Инструкция по подключению к своему порталу и развёртыванию в Галактике есть в README.

Отдельно в проект вшиты инструкции к ИИ-агентам с уточнением всех встреченных ошибок и сложностей при разработке.

Редактировать дашборд можно двумя способами:

  1. В визуальном редакторе пользователь выбирает группировку, направление графика, сортировку, период и палитру, затем сохраняет новую версию. История позволяет вернуться к любой предыдущей конфигурации.

  2. В поле «Команда для ИИ» можно описать правку обычной фразой. Например: «Сделай график по менеджерам горизонтальным и в цветах бренда, KPI-карточки подними наверх». Редактор подготовит diff: группировку по менеджерам, горизонтальный график и палитру Битрикс24. KPI-карточки уже располагаются над графиками, поэтому эта часть команды закрепляет текущий порядок интерфейса.

Перед применением пользователь видит список изменений и подтверждает их.

Что такое BI-конструктор и BI-отчёт

BI-конструктор в Битрикс24 — встроенный инструмент аналитики. Он берёт данные из портала, например сделки и компании или задачи и сотрудников, и позволяет собрать из них наглядный отчёт.

BI-отчёт — уже готовая страница с показателями и графиками. Здесь можно посмотреть, сколько сделок сейчас в каждой стадии или на какую сумму менеджеры закрыли сделок за квартал.

Как строится работа с этими вещами: внутри BI-конструктора аналитик настраивает, какие данные взять, как их посчитать и как показать. Он может установить, что у сделки нужно взять поле «Стадия», посчитать количество сделок и показать результат столбчатой диаграммой.

Можно добавить фильтры по периоду, менеджеру и направлению продаж. На одном дашборде можно собрать несколько графиков и настроить для них показатели, группировки и оформление.

Есть нюанс: работать с конструктором и отчётами может быть сложно, если вы не аналитик. Чтобы менять отчёт вручную, нужно понимать, какие датасеты и поля существуют, как устроены метрики, группировки и фильтры.

Почему стандартный ИИ-агент не умеет менять BI-отчёты

Для работы с порталом Битрикс24 сейчас есть 2 основных инструмента: ИИ-агент BitrixGPT и платформа Битрикс24 Вайбкод.

Агент отвечает на запросы с помощью уже выданных ему инструментов.

55c1a3ddef5263cc559eb16ade765efe.png

У ИИ нет доступа ко всему Битрикс24. Чтобы что-то сделать, ему нужен конкретный технический способ действия: API-метод или инструмент, например «создать сделку», «получить задачу», «найти сотрудника».

У нативного BI-конструктора Битрикс24 есть интерфейс, где аналитик вручную настраивает датасеты, поля, метрики и графики. Но доступного REST API, через который можно было бы прочитать конфигурацию готового BI-отчёта или изменить его график, фильтр или метрику, пока нет. Зато есть API по датасетам, который мы реализуем отдельно.

ИИ получает список доступных инструментов через протокол MCP. Это работает как набор кнопок, которые разработчик подготовил для агента. Например, ему можно дать инструменты для получения сделок, создания задач или поиска компаний.

Через MCP можно предоставить агенту и инструменты для редактирования BI-отчета — например, update_dataset для обновления датасета или коннектора. Увидев описание такого инструмента, агент поймет, для чего он предназначен и какие параметры нужно передать. При этом сам инструмент должен обращаться к API или другому механизму Битрикс24, который позволяет изменять конфигурацию отчета.

Какой путь даёт Вайбкод-платформа

Нативный BI-конструктор остаётся инструментом аналитика. Но Битрикс24 Вайбкод позволяет создать рядом с ним отдельный дашборд на тех же данных и дать пользователю управляемый ИИ-интерфейс для его настройки.

В нашем проекте это работает примерно так: Вайбкод получает данные портала через API. В данные входят сделки, компании, задачи. Мы храним конфигурацию собственного дашборда в JSON-спеке — структурированном описании виджетов, группировок, фильтров и других параметров дашборда.

Дашборд можно менять указаниями в свободной форме через BitrixGPT. Если пользователь просит отсортировать сделки по возрастанию, BitrixGPT вызывает подготовленные инструменты: читает текущую настройку, проверяет поля и агрегацию. Когда сервер провалидировал изменение, пользователь видит черновик и подтверждает применение. После подтверждения сохраняется новая версия нашего дашборда, которую можно откатить.

А ещё это безопасно, потому что BitrixGPT работает в инфраструктуре Битрикс24, и данные не передаются сторонним LLM-провайдерам. Случайно изменить CRM, задачи или нативный BI-отчёт модель тоже не может: В нашем приложении ИИ получает только действия со спекой дашборда и агрегированными результатами.

Собираем дашборд на платформе Вайбкод

Дальше покажем, как мы собрали наш проект и как он работает. Для работы я использовал ИИ-агента Codex.

Чтобы использовать платформу и связать агента и ваш зарегистрированный портал, понадобится активная подписка BitrixGPT + Маркетплейс. Коробочный Битрикс24 нужно подключить к платформе.

Создаём ключи авторизации

Для подключения приложения к платформе понадобятся ключи доступа. Нужно создать 2 ключа.

API-ключ, чтобы приложение работало от вашего имени:

9055fa8cca55e7df56d47e7009ca777d.png

Ключ для встраивания в портал, чтобы приложение открывалось внутри Битрикс24 — в левом меню, вкладке CRM или виджете.

7bf9178a7d6596908f99b5877888cfcb.png

Для обоих ключей нужно указать скоупы, чтобы ограничить их возможности в портале только необходимыми правами:

  • Битрикс24: crm, task+tasks, user, placement, biconnector.

  • vibe: vibe:ai, vibe:infra, vibe:storage, vibe:search, vibe:feedback.

Создайте в папке проекта файл .env и сохраните ключи в нём. Файл .env добавляют в .gitignore: ключи не попадают в репозиторий, переписку, задачи и скриншоты.

Стандартный промпт к ИИ выглядит примерно так:

Документация: https://vibecode.bitrix24.tech/v1/me

Сделай мне приложение [описание приложения] с авторизацией, 
встрой его в Битрикс24 и задеплой на Вайбкод

Начинаем создавать дашборд: задаём границы и разделяем задачу на этапы

Создать такой дашборд одним промптом может быть непросто, поэтому лучше описать все требования, попросить составить план из 8-10 пунктов и придерживаться его. Чем точнее будет промпт, тем лучше. Вот наш вариант:

Промпт
Создай production-ready приложение для Битрикс24:
«AI-редактор управленческих дашбордов».

Пользователь открывает приложение внутри своего портала Битрикс24, видит показатели по реальным данным и меняет дашборд обычными фразами.


Приложение сохраняет историю изменений и позволяет отменить любой шаг.

Приложение создаёт собственный дашборд рядом с BI-конструктором
Битрикс24. Оно использует данные того же портала.

Нативные BI-отчёты Битрикс24 не входят в функцию приложения:
публичный REST API не даёт читать и редактировать их конфигурацию.

## Для кого приложение

Для руководителя отдела, собственника, администратора портала и
интегратора, которым нужен понятный управленческий дашборд без
настройки датасетов, SQL и сложной ручной аналитики.

Приложение работает с уже существующими данными портала. Не создавай демо-записи, тестовых сотрудников и seed-скрипты как часть обычного пользовательского сценария.

## Подключение к порталу

Встрой приложение в Битрикс24 через доступный placement Вайбкода.


Сначала проверь GET /v1/placements/available; при отсутствии
BI_ANALYTICS_MENU размести приложение в левом меню.

Используй BFF-архитектуру:

Битрикс24 iframe → Gateway Вайбкода → сервер Галактика/Black Hole →
VibeCode API.

- ключ vibe_app_... хранится только на сервере;
- браузер не получает ключ и пользовательский токен;
- Gateway передаёт серверу сессию текущего пользователя;
- просмотр доступен авторизованным пользователям портала;
- редактирование доступно владельцу дашборда;
- данные не передаются сторонним LLM-провайдерам: BitrixGPT работает в инфраструктуре Битрикс24 и Вайбкода.

## Первый вход и реальные данные

При первом открытии приложение:

1. Получает доступные сущности и их поля через VibeCode API.
2. Предлагает собрать начальный дашборд по сделкам.
3. Показывает понятные названия стадий, сотрудников и отделов.
4. Использует только данные, доступные текущему пользователю.
5. Объясняет пустой результат человеческим текстом:
   например, «За текущий квартал сделок не найдено».

Поддержи сделки, компании, задачи, активности и звонки, когда они доступны через entity API.

Показывай только агрегаты и подписи групп. Не передавай в ИИ карточки клиентов, телефоны, e-mail, комментарии и другие сырые персональные данные.

## Возможности дашборда

Поддержи:

- KPI-карточки;
- bar: вертикальный и горизонтальный;
- line;
- pie и donut;
- таблицу;
- общий период дашборда;
- период отдельного виджета;
- фильтры, сортировку, лимиты и группировки;
- палитры, включая палитру Bitrix24;
- кэш агрегатов на 5 минут;
- кнопку «Обновить показатели».

Кнопка «Обновить показатели» заново запрашивает данные портала для сохранённой версии дашборда и обходит кэш. Она не сохраняет изменения, которые пользователь только выбрал в форме.

При изменении визуальных настроек показывай заметную подпись:
«Есть несохранённые изменения. График обновится после сохранения новой версии».

После «Сохранить версию» график обязан перестроиться по новым
настройкам.

## ИИ-редактор

Добавь поле «Команда для ИИ», кнопку подготовки изменения, экран
предпросмотра и кнопку подтверждения.

Используй BitrixGPT через актуальный OpenAI-совместимый endpoint
Вайбкода и function calling.

Разрешённые инструменты модели:

- получить текущую JSON-спеку дашборда;
- получить доступные сущности;
- получить реальные поля выбранной сущности;
- проверить будущую агрегацию;
- подготовить JSON Patch к спеке.

Модель не получает инструментов для записи в CRM, задачах, компаниях или пользователях.

Перед применением изменения модель должна:

1. Получить текущую спеку.
2. Проверить реальные поля портала.
3. Выполнить пробную агрегацию.
4. Подготовить JSON Patch.
5. Показать пользователю короткое описание и понятный diff.
6. Дождаться кнопки «Применить изменение».

Сервер валидирует patch, whitelist сущностей, полей, фильтров,
агрегатов, периодов и типов виджетов. Запрети произвольный код, SQL, HTTP-вызовы и неограниченные выражения.

## Три обязательных сценария

Приложение должно уметь выполнять эти запросы на данных реального портала.

### 1. Визуальное изменение

Команда:

«Сделай график по менеджерам горизонтальным и в цветах бренда,
KPI-карточки подними наверх».

Ожидаемый результат:

- график группируется по менеджерам;
- становится горизонтальным;
- использует палитру Bitrix24;
- KPI-карточки находятся над графиками;
- пользователь видит diff и подтверждает изменение.

### 2. Изменение логики

Команда:

«Конверсию считай только по новым клиентам, исключи воронку "Тест", период -- текущий квартал».

Ожидаемый результат:

- ИИ ищет реальные поля, связанные с типом клиента и воронкой;
- при отсутствии нужного поля задаёт пользователю короткий вопрос   выбора, а не придумывает поле;
- создаёт KPI общего количества и успешных сделок;
- считает конверсию как безопасное отношение KPI успешные / все;
- применяет фильтр текущего квартала;
- исключает найденную воронку «Тест».

Поддержи безопасные вычисляемые KPI только в формате отношения
существующих KPI, например:

successful-deals / all-deals

Форматы результата: number и percent. При делении на ноль
показывай 0.

### 3. Новый бизнес-запрос

Команда:

«Добавь виджет: просроченные задачи по отделам и динамика просрочки по неделям».

Ожидаемый результат:

- ИИ находит задачи с просроченным дедлайном;
- получает отдел сотрудника через доступную организационную структуру или маппинг пользователя к отделу;
- добавляет виджет по отделам;
- добавляет line-график с группировкой дат по неделям;
- показывает diff и ждёт подтверждения.

Поддержи безопасную группировку даты по неделе на сервере. Не
передавай модели список задач: в её контекст попадают только доступные поля и агрегированные результаты.

## Версии и отмена

Версионирование является обязательной частью продукта.

- Каждое сохранённое изменение создаёт новую версию JSON-спеки.
- История показывает номер версии, название, автора, время и краткое описание изменения.
- На каждой прошлой версии есть кнопка «Вернуться к версии N».
- Возврат делает выбранную версию текущей и не создаёт копию версии.
- После возврата пользователь сразу видит восстановленный дашборд.
- История хранится в постоянном хранилище Галактики.
- Добавь «Новый дашборд» с подтверждением: он очищает только историю настроек текущего дашборда, данные CRM остаются без изменений.

## Дизайн

Интерфейс должен быть рабочим инструментом, а не демонстрационной страницей.

- В верхней части: название, период, актуальность данных и «Обновить показатели».
- Далее: KPI и виджеты.
- Затем: визуальные настройки и статус несохранённых изменений.
- Ниже: история версий и отмена.
- Рядом или ниже: панель ИИ с черновиком и diff.
- Все кнопки и карточки источников должны быть интерактивными.
- Используй понятные подписи: «Сделки», «Компании», «Задачи», «Звонки». Не показывай пользователю технические пометки вроде MVP, gateway unknown или коды стадий.

## Качество и результат

- Добавь строгую runtime-валидацию входных данных.
- Добавь ESLint, тесты и проверку покрытия не ниже 80%.
- npm run check запускает линтер и тесты.
- npm run audit проверяет уязвимости.
- Добавь README для владельца портала: подключение ключа, установка, деплой, права доступа, ограничения и три готовые команды для ИИ.
- В README явно укажи ограничение агрегаций до 5000 записей и случаи, когда стоит использовать нативный BI-конструктор.

Перед завершением проверь в портале:

1. Приложение открывается через placement.
2. Gateway передаёт пользовательскую сессию.
3. Отчёт строится по реальным данным.
4. Все три команды проходят путь:
   фраза → preview → diff → подтверждение → результат.
5. Отмена возвращает любую предыдущую версию.
6. В браузер, логи и контекст ИИ не попадают ключи и сырые персональные
   данные.

Дополнительно мы попросили агента разделить всю разработку на этапы и отчитываться после каждого шага. ИИ выделил 12 шагов:

  1. Определили задачу
    Разобрались, какую проблему решает приложение: руководитель хочет менять отчёт словами, а не осваивать BI-инструменты с нуля.

  2. Задали границы
    Выбрали отдельный дашборд на данных того же портала.

  3. Подготовили проект к работе
    Создали репозиторий, настройки, проверки кода и тесты, чтобы проект можно было повторить на другом портале.

  4. Подключили Вайбкод
    Настроили ключи и серверное приложение, через которое дашборд обращается к данным Битрикс24.

  5. Защитили доступ
    Настроили Gateway: пользователь открывает приложение внутри портала, а ключи и сессии остаются на сервере.

  6. Добавили приложение в Битрикс24
    В левом меню портала появился отдельный пункт «AI-редактор BI-отчётов».

  7. Научили приложение читать данные
    Подключили данные сделок и подготовили каталог доступных сущностей: компаний, задач и активностей. В текущей версии основной дашборд получает агрегаты по сделкам: количества, суммы, группы по стадиям и менеджерам.

  8. Собрали первый экран отчёта
    Вывели KPI и график по сделкам, добавили понятные названия стадий и кнопку обновления показателей.

  9. Сделали визуальную настройку
    Пользователь получил возможность менять период, группировку, сортировку, направление графика, палитру и название отчёта.

  10. Добавили историю версий
    Каждый сохранённый вариант остаётся в истории. Пользователь может вернуться к прошлой версии дашборда одним нажатием.

  11. Подключили BitrixGPT
    Пользователь пишет запрос обычными словами, модель готовит безопасный черновик изменения, показывает список правок и ждёт подтверждения.

  12. Подготовили проект к повторению
    Добавили инструкции, тестовые сценарии, проверки кода, нагрузочный набор данных и README, чтобы проект можно было развернуть и проверить на другом портале.

Разработка по шагам помогала отслеживать выполнение проекта и контролировать результат. После завершения этапов мы запускали линтер, тесты и проверку покрытия. Эти проверки помогают заметить регрессию до публикации новой версии.

Когда агент закончил, первая версия выглядела так:

f4b47770745b4dfa2740903833cddc32.png

Тут есть сам дашборд, но пока что плохо понятно, как он работает. Самих тестовых данных тоже немного — по скриншоту видно, что в портале всего 38 сделок.

Готовим тестовые данные

На моём тестовом портале почти не было сделок и задач. В такой ситуации дашборд технически работает, но графики остаются пустыми. Для демонстрации мне был нужен небольшой набор записей с понятной структурой: несколько компаний, сделки на разных стадиях и задачи с будущими и просроченными сроками.

Я попросил ИИ-агента подготовить seed-скрипт. Он содержит команды для API: создать компании, сделки и задачи. Сначала я попросил агента написать этот файл, затем мы запустили его командой npm run seed:

Подготовь один seed-скрипт для тестового портала Битрикс24.

Команда запуска:
npm run seed:bi-lab -- --manager-ids=30,32,34,36,38 --confirm

Скрипт через VibeCode batch API должен создать записи с префиксом
VIBECODE_BI_LAB:

- 20 компаний;
- 2 000 сделок, распределённых между менеджерами из параметра;
- сделки на стадиях «Новая», «Подготовка документов», «Успех» и
  «Провал»;
- часть сделок за последние 6-12 месяцев и минимум 400 за текущий квартал;
- тестовую воронку «Тест», если её создание поддерживает API;
- 100 задач с дедлайнами за последние 8 недель, включая просроченные.

Набор должен позволить проверить: график по менеджерам, конверсию новых клиентов 
за текущий квартал с исключением тестовой воронки и просроченные задачи по отделам 
с динамикой по неделям.

Перед запуском проверяй записи с этим префиксом и останавливайся при повторном 
запуске. Сотрудников не создавай и существующие записи не меняй. Добавь тесты, 
README и финальный вывод с количеством созданных записей.

Если вы подключаете приложение к рабочему порталу с уже заполненными CRM и задачами, seed-скрипт вам не нужен. Переходите сразу к созданию дашборда на своих данных.

Агент изучил доступные поля портала и добавил в проект файл scripts/seed-demo-data.js. В нём агент разбил операции создания записей на batch-пакеты. Скрипт использовал Batch API и отправлял команды пакетами. Это уменьшило количество отдельных обращений к API и помогло уложиться в лимиты платформы.

Теперь у дашборда появился материал для работы: он может посчитать количество сделок, разложить их по стадиям и проверить фильтры по периоду. Данные задач пригодятся для отдельного виджета просроченных задач.

Сложности во время создания дашборда

Даже с детальным промптом и разделением разработки на этапы на создание работающего BI-дашборда и исправление ошибок ушло какое-то время. После окончания работы я попросил агента проанализировать все наши ошибки и составить рекомендации, которые помогут быстрее реализовать похожий проект.

Вот что посоветовал агент:

  1. Сначала проверить интеграцию, потом строить интерфейс: placement, Gateway, URL в Галактике, сервер и пользовательская сессия.

  2. Сделать один «живой» запрос к данным портала в первый день: например, получить 10 сделок. Это сразу показывает, работает ли доступ.

  3. Сразу выбрать постоянное хранилище для конфигураций и версий. Иначе после перезапуска пропадут настройки и история.

  4. Добавить тестовые данные до разработки графиков: несколько менеджеров, сделки в разных стадиях, задачи, компании. Для проверки скорости подготовить отдельный набор на 1–2 тыс. сделок.

  5. Сначала реализовать один законченный сценарий: данные портала → график → сохранение версии → восстановление. После него расширять дашборд.

  6. Описать конфигурацию дашборда в строгой схеме: какие есть виджеты, группировки, периоды, палитры и фильтры. Тогда интерфейс и ИИ работают с одними правилами.

  7. Ограничить ИИ разрешёнными операциями и полями: add, replace, remove по заранее известным путям. Перед применением всегда показывать diff.

  8. Разделить запросы на два типа: доступные настройки меняются сразу, а новый функционал превращается в структурированную заявку для агента разработки.

  9. После каждого изменения проверять сценарий внутри Bitrix24, а не только по локальному адресу. Именно портал передаёт Gateway-сессию.

  10. Вести короткий PROGRESS.md: текущий этап, работающие сценарии, известные ограничения, адреса и команды запуска. Это особенно спасает после пауз и при передаче проекта другому разработчику.

Меняем параметры и версии дашборда

После запуска seed-скрипта данных стало больше. Теперь с ними можно работать и ставить эксперименты:

cf5fa06f828e37600d21790d0d4ec83a.png

Сразу под графиком находятся его параметры. Их можно менять и сохранять новую версию конфигурации дашборда. К любой сохранённой версии можно вернуться:

78e55eb3df834e0f225fc574395df40f.png

Первый сценарий кастомизации дашборда через ИИ

Теперь попробуем кастомизировать внешний вид отчёта через нейросеть.

Сначала поменяем график и сделаем так, чтобы видеть количество сделок у каждого менеджера:

7ceb189429164aaf681ba8b8b6e6cfbc.png

Внизу редактора есть специальное поле, куда можно записывать запрос к агенту:

489312f80543a43ea1e8554fe203f634.png

Попробуем попросить поменять тип графика и внести ещё парочку небольших изменений:

Сделай график по менеджерам горизонтальным и в цветах бренда, 
KPI-карточки подними наверх
707065ea636a10d9749989ea033d3b51.png

По нашему сценарию внутренний агент сначала должен подготовить изменения и объяснить их пользователю. В первых версиях редактора это работало с перебоями — агент выдавал малопонятную ошибку:

b85031b474c56598c8c830e334d607ae.png

После нескольких итераций исправлений агент довёл эту часть до работающего состояния. Теперь в редакторе видны будущие изменения, которые можно принять:

b0fcd7f10211af07ae8610f911b15d36.png

Новый внешний вид отчёта сохраняется в новую версию и автоматически применяется:

f68d2788e82e2916320a9e65444c7fa5.png

Кто на самом деле меняет дашборд

На предыдущем этапе мы пропустили объяснение важной детали.

BitrixGPT меняет только те настройки, для которых разработчики уже добавили инструменты и правила проверки. MCP передаёт агенту этот набор инструментов. Новая функция появляется после доработки исходного кода приложения.

Поэтому для новой возможности мы передали структурированную заявку внешнему агенту разработки Codex. Он дорабатывает исходный код приложения: добавляет виджеты, фильтры, расчёты и правила валидации, затем запускает тесты и публикует новую версию. После /публикации BitrixGPT получает возможность работать с добавленной функцией.

Делаем кастомизации дашборда через ИИ повторяемыми

Чтобы упростить добавление новых функций, мы научили редактор распознавать запросы, которые выходят за рамки его текущих возможностей. В таком случае BitrixGPT объясняет, чего не хватает, и формирует описание задачи для внешнего агента разработки:

47d559cbfc0cdff17e6380e7f60b0053.png

Это объяснение можно скопировать и переслать внешнему агенту, который работает с вашим порталом:

dc68e5ef9ebf0f682711495beea34b61.png

После этого кастомизация становится возможной:

25ac59fadc0ead91051249500a09a7a5.png

Теперь можно применить изменения и получить новый отчёт:

68b5f41ca09a9fb1eb22dc68d8a8a866.png

Публикуем данные в нативный BI-конструктор

Наш AI-редактор строит собственный дашборд внутри Битрикс24 и меняет его настройки по команде пользователя. Но у Битрикс24 есть REST API для ещё одной задачи: через методы biconnector.*. приложение может создавать и обновлять датасеты для нативного BI-конструктора.

Датасет представляет собой подготовленную таблицу данных. Например, для компании по производству окон в неё можно передавать номер заказа, менеджера, сумму. После публикации таблица появляется в «Рабочем месте аналитика», где аналитик собирает нативные графики Битрикс24.

Мы добавили в проект отдельный адаптер-сервис для BI-коннектора. Он отвечает на запросы BI-конструктора: передаёт список таблиц, описание их полей и строки данных. Для проверки мы создали через API-коннектор, источник и датасет. После этого открыли датасет в BI-конструкторе и собрали нативный отчёт-таблицу. В нём появились три демонстрационные сделки с суммами и датами:

Нативный BI-конструктор Битрикс24 получает строки из датасета, опубликованного нашим приложением. На скриншоте видны три демонстрационные сделки, которые адаптер передал через BI-коннектор.
Нативный BI-конструктор Битрикс24 получает строки из датасета, опубликованного нашим приложением. На скриншоте видны три демонстрационные сделки, которые адаптер передал через BI-коннектор.

Сначала BI-конструктор получает строки датасета в редакторе графика. Затем аналитик размещает созданный виджет на обычном нативном дашборде.

Таблица из опубликованного датасета размещена на нативном дашборде BI-конструктора. Битрикс24 получил три строки через BI-коннектор и показал их как виджет отчёта.
Таблица из опубликованного датасета размещена на нативном дашборде BI-конструктора. Битрикс24 получил три строки через BI-коннектор и показал их как виджет отчёта.

Итоговая схема приложения работает так:

Наше приложение →
adapter →
BI-коннектор →
источник →
датасет →
нативный отчёт Битрикс24

Этот путь расширяет возможности проекта:

  • AI-редактор помогает руководителю быстро настраивать собственный рабочий дашборд: например, вывести сделки по менеджерам, включить текущий квартал и сохранить новую версию.

  • Публикация датасетов даёт аналитику данные для штатного BI-конструктора, где можно собрать более сложные отчёты из CRM, ERP и производственных систем.

Сейчас проверочный контур уже работает: API создаёт датасет, BI-конструктор видит его и получает строки через adapter. Для постоянной работы с реальными данными стоит решить две инфраструктурные задачи: дать адаптер-серверу стабильный публичный HTTPS-адрес и настроить OAuth локального приложения Битрикс24.

После этого можно будет добавить в интерфейс приложения управляемый сценарий через кнопки: «Опубликовать датасет», «Обновить данные», «Посмотреть время последней синхронизации» и «Удалить тестовый источник».

Что ещё можно оптимизировать в нашем редакторе

Текущая версия уже работает и может приносить пользу, но имеет ограничения. Основной дашборд строится по сделкам, а карточки компаний, активностей и задач в левой панели служат каталогом данных для будущих виджетов. Запросы, требующие новой бизнес-логики или нового виджета, приложение превращает в структурированную заявку для агента разработки.

Чтобы внести изменения, скопируйте проект себе, протестируйте на своих данных и напишите первый запрос на изменение:
github.com/igorrosliakov-bitrix24/living-bi-dashboard

Источник

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    If you believe you have been the victim of an investment scam, it is important to act promptly and gather all relevant information. Keep records of transaction receipts, wallet addresses, communication logs, account details, and any other evidence related to the incident. Providing accurate documentation can help investigators, financial institutions, legal professionals, or recovery specialists review your case and determine what options may be available. Be cautious of anyone who guarantees the recovery of lost funds or requests large upfront payments. For additional information, you may contact: Email: [email protected] Telegram: @ResQprofirm WhatsApp: +1 (985) 296-9146

  • 24.06.26 15:33 Júlia Castro

    If you have fallen victim to an investment scam, it is important to act quickly and gather all available evidence related to the incident. This may include transaction records, wallet addresses, screenshots of conversations, emails, account details, and any information connected to the individuals or entities involved. Having complete documentation can help professionals assess your situation and explore possible recovery options. Always exercise caution when seeking assistance and carefully verify the credentials of any service provider before proceeding. For further information, you may contact: Email: [email protected] Telegram: @ResQprofirm WhatsApp: +1 (985) 296-9146

  • 24.06.26 22:01 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

  • 24.06.26 22:01 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

  • 25.06.26 21:13 Emilie Safi

    A fraudulent investment scheme operated by BTCMining.limited functions as a fake return scam. In this setup, scammers lure victims with false promises of high returns. Through manipulative tactics, they gain individuals' trust and convince them to invest, ultimately leading to financial loss. If you have ever faced a cyber threat or fallen victim to an online crypto scam and need to reach the authorities, I recommend contacting [email protected], [email protected], WhatsApp +19852969146, telegram @resqprofirm. They are a legitimate team that helps victims of online crypto scams using advanced tools.

  • 25.06.26 21:25 Emilie Safi

    So I ended up losing $38,000 to this platform. At first, they kept asking me to put in more money so I could get into my portfolio. I did that, but then they wouldn’t let me withdraw anything—just kept asking for more deposits. It got way too suspicious, so I stopped. I found this company called ResQProfirm on Google and told them what happened. They got in touch, asked me to walk them through everything, and I gave them all the proof I had. They did an amazing job tracking down my money and getting it back. Big thanks to them at [email protected] and on WhatsApp at +19852969146. Please be careful out there and always research before investing.

  • 26.06.26 01:04 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

  • 26.06.26 01:04 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

  • 26.06.26 02:48 Miriam Rocha

    I trusted this platform with $120,000 of my hard-earned money. Then they started asking for more deposits just so I could access my own portfolio. I paid, but every withdrawal request was denied. They kept pushing for more money. I finally stopped it just felt wrong. Desperate, I found ResQProfirm on Google. They didn't just hear me out; they truly listened. I shared all my proof, and they launched an investigation. Thanks to their hard work, they tracked and returned my funds. From the bottom of my heart, thank you to [email protected] and their WhatsApp +19852969146. Please stay safe and always verify a platform before investing

  • 26.06.26 02:52 Miško Bakić

    I got my $232,000 refund thanks to [email protected] and WhatsApp +19852969146. Highly recommended for anyone in a similar situation.

  • 26.06.26 02:56 Asunción Herrera

    A recovery of $48,330 was facilitated by [email protected]. Individuals who have experienced financial fraud may consider contacting this service.

  • 26.06.26 15:05 Riley Stephens

    If withdrawals keep getting denied, stay calm. I went through the same, and this firm helped me recover everything. Their assistance was outstanding. Contact: [ResQProFirm @Gmail|•|com], Telegram: ResQprofirm, WhatsApp: <+198> <5296> <9146>.

  • 26.06.26 15:09 Antonio Riley

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  • 28.06.26 00:37 kimberlyhebertt673

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  • 28.06.26 00:37 kimberlyhebertt673

    I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684

  • 29.06.26 11:57 Lisadonato0726

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  • 29.06.26 22:37 riley777

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  • 30.06.26 15:08 wendytaylor015

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  • 30.06.26 15:08 wendytaylor015

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  • 02.07.26 01:22 Lieneke Bonnema

    I highly recommend ResQprofirm for their professional asset recovery services of my $120,000 scammed funds. Their expertise, professionalism, and commitment to achieving results make them a reliable choice for anyone seeking dependable recovery assistance. [email protected], WhatsApp +19852969146, telegram @resqprofirm

  • 02.07.26 01:26 Clara Morin

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  • 02.07.26 01:31 Robin Hale

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  • 04.07.26 15:32 Fraddy Pual

    There are few companies I trust as much as FUNDSRETRIEVER. When I lost $653,000 in Ethereum to a ruthless scam, I thought my life would never be the same. The betrayal cut deep, but I refused to give up. I searched tirelessly for a legitimate way to recover what was stolen, and finally found FUNDSRETRIEVER—the most competent and compassionate recovery team I could have imagined. They handled my case with precision and care, and in the end, my entire ETH wallet was restored. More than the money, they gave me back my hope and happiness. I'm sharing my story because I want others to know that recovery is possible. If a scam has taken from you, don't hesitate—contact FUNDSRETRIEVER today. Email: FUNDSRETRIEVER1@ Gmail.com | WhatsApp: +1 603-512-1448 | Telegram: @FUNDSRETRIEVER

  • 05.07.26 14:44 lydiassmith567

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  • 05.07.26 14:44 lydiassmith567

    HIRE A HACKER YOUR STOLEN CRYPTO RECOVERY / BTC / USDT / ETH WITH THE HELP OF CAPITAL CRYPTO RECOVER. I want to share my experience publicly regarding cryptocurrency wallet recovery, I highly recommend you to contact CAPITAL CRYPTO RECOVER, a professional private investigator in the Bitcoin world. They have a certified expert security team specializing in Bitcoin Recovery Services and have helped many people worldwide recover their lost funds. My wife and I were defrauded by an online manipulator posing as an experienced crypto investment professional. We lost $9.2 Million Stolen BTC in cryptocurrency and were left feeling homeless. After spending hours searching for a reliable crypto recovery service, I discovered CAPITAL CRYPTO RECOVER online. By patiently explaining my situation to their team, I was able to recover all my funds. Remarkably, my money was returned to my wallet in less than 24 hours. I am extremely grateful to CAPITAL CRYPTO RECOVER for their excellent assistance—they truly were a godsend in my difficult situation. If you have fallen victim to a cryptocurrency scam, you can reach CAPITAL CRYPTO RECOVER through the following channels Email: [email protected] OR Call/Text: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 06.07.26 16:20 Olga Ognjanović

    Having trouble withdrawing funds from an investment platform? ResQprofirm provides fund recovery assistance for individuals seeking help with investment-related disputes. I reached out to them after experiencing problems with an investment platform, and I appreciated their professionalism and support throughout the process. If you're facing a similar situation, act promptly, keep records of your transactions and communications, and seek assistance from a qualified recovery service or the appropriate authorities. Contact: Email: [email protected] Telegram: @ResQprofirm WhatsApp: +1 985 296 9146

  • 06.07.26 16:31 Joseph Weigl

    Invest wisely and stay cautious. Don't be influenced by promises of unusually high returns or convincing sales pitches from brokers. I learned this the hard way after falling victim to an investment scam that promised huge profits. Fortunately, I acted quickly and reported the incident to a recovery firm for assistance. Contact: Email: [email protected] Telegram: @Resqprofirm WhatsApp: +1 985 296 9146

  • 06.07.26 16:33 Jaran Løvlien

    A heartfelt thank you to RESQPRO FIRM for their commitment and professionalism throughout the investigation of my case. Their team worked diligently and helped recover assets valued at $88,000, which were returned to my wallet. I truly appreciate their support, clear communication, and dedication, and I'm grateful for the assistance I received. Contact: Email: [email protected] Telegram: @Resqprofirm WhatsApp: +1 985 296 9146

  • 07.07.26 18:00 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

  • 07.07.26 18:01 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

  • 09.07.26 19:06 Toivo Walli

    I lost 8.56btc to a fake Bitcoin mining site, I tried withdrawing but couldn't approved my process, I reported to !R£SQPROFIRM! via °R£SQproFirm°àt°gmail•com° °tEL£°gram=R£SQprofirm °whaT°Zap+198°52°96°91°46

  • 09.07.26 19:10 Misty Alexander

    Ongoing messages demanding more money before approving withdrawals are a major red flag. Stop engaging and report the incident to a trusted re­covery team. For professional support, you can contact R£sQprofirm using °ResQproFirm°àt°g,*ma'il(•)¢m°, TEL£gram ResQprofirm, or |whaTZap| +1-985-296-9146.

  • 09.07.26 19:13 Clara Soto

    Anyone receiving continued requests for additional deposits from a scam platform should immediately cut off communication and submit the case to a reputable re­covery service for investigation. R£sQprofirm is a dependable firm you can reach at °ResQproFirm°àt°g,*ma'il(•)¢om°, TEL£gram ResQprofirm, or |whaTZap| +1-985-296-9146.

  • 12.07.26 03:30 Kora Baltacha

    Time is critical. Act now by reaching out to a reputable, seasoned recovery specialist who will guide you every step of the way. You'll need to submit transaction proof, scammer details, and any other useful information. Armed with this, the experts can trace and attempt to pull your money back from the scammers' hidden accounts or wallets. Best of all, R£sQprofirm provides recovery help without charging any upfront fees. Contact them immediately via Telegram @ResQprofirm, WhatsApp +19852969146, or email [email protected].

  • 12.07.26 03:33 Pahal Mathew

    It's important to move proactively by engaging an experienced recovery specialist. They will assist you throughout the process. To help them, provide: · Transaction evidence · Scammer information · Any additional relevant details The experts will then track and try to retrieve your funds from the scammers' hidden accounts or wallets. R£sQprofirm offers recovery assistance with no upfront fees. Contact: Telegram: @ResQprofirm WhatsApp: +19852969146 Email: [email protected]

  • 13.07.26 23:49 [email protected]

    One of the biggest concerns I have about cryptocurrency is the lack of regulation. It creates opportunities for scammers to invent convincing stories and fraudulent investment schemes. Unfortunately, some social media platforms continue to display these ads because they profit from them, even after users report them.I personally clicked on a Facebook advertisement for a company called Chickenfastmining and ended up losing more than $120,000 in a scam. I reported the ad, but nothing was done. Later, through a Reddit community, I found a recovery service called CYBERBERSPY that, in my personal experience, they helped me recover $110,000 of my lost funds. If you've been a victim of a cryptocurrency scam, don't lose hope. Explore your options carefully, and always verify the legitimacy of any recovery service before trusting them or paying any fees. Based on my own experience, CYBERBERSPY was helpful to me and i was able to recover my funds back, but I encourage everyone to do their own research before using any recovery service.i highly recommend: ([email protected])

  • 15.07.26 11:53 Sarah Green

    Thank you for showing that success is possible regardless of where someone starts. Your encouragement, valuable advice, and continuous support have inspired me throughout my $160,457k crypto investment recovery journey. I truly appreciate your kindness and dedication. Resqprofirm @gmail.com Telegram: Resqprofirm

  • 15.07.26 11:58 Lily Gagné

    I sincerely appreciate you for proving that anyone can overcome challenges and achieve success. Your unwavering support throughout my trading investment scam of $88,890 recovery journey has been truly inspiring, and your guidance and wisdom have meant a great deal to me. Thank you for everything ResQprofirm@ gmail.com, ResQprofirm on the telegram.

  • 16.07.26 21:38 patricialovick86

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  • 16.07.26 21:38 patricialovick86

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  • 04.08.26 11:05 Kisnoles

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  • 19.08.26 14:50 BAYER7043

    My account was locked, and I couldn’t access my own information until [email protected] +447476618364 whats?up? helped me recover it. This lady hacker was kind and professional, but this experience showed me how risky account lockouts can be. If you’re facing the same problem, do not panic consult her A. S. A. P. Be careful with recovery agents outchea, and research their name, business, and reviews before sharing any details. Never send passwords, security codes, banking information, or copies of your ID unless you’ve confirmed who you’re dealing with. Be wary of promises that sound too good to be true, especially claims that require little information or guarantee instant access with outrageous fees.

  • 20.08.26 11:32 michaeldavenport218

    I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR WhatsApp Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 20.08.26 11:32 michaeldavenport218

    I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR WhatsApp Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 23.08.26 20:02 leslieyee

    Excellent analysis by /dataviz! I was particularly struck by how strictly the order is defined: "data meaning first, color last" and how the validator actually adjusts the palette according to OKLCH, color blindness, and WCAG standards. These rules greatly improve the quality of charts. By the way, a similar approach to clean and legible charts is highly valued in trading—for example, on the ExpertOption platform, the interface and price visualization are designed to ensure information is read instantly and without unnecessary noise.

  • 25.08.26 13:44 lydiassmith567

    HIRE A HACKER YOUR STOLEN CRYPTO RECOVERY / BTC / USDT / ETH WITH THE HELP OF CAPITAL CRYPTO RECOVER. I want to share my experience publicly regarding cryptocurrency wallet recovery, I highly recommend you to contact CAPITAL CRYPTO RECOVER, a professional private investigator in the Bitcoin world. They have a certified expert security team specializing in Bitcoin Recovery Services and have helped many people worldwide recover their lost funds. My wife and I were defrauded by an online manipulator posing as an experienced crypto investment professional. We lost $9.2 Million Stolen BTC in cryptocurrency and were left feeling homeless. After spending hours searching for a reliable crypto recovery service, I discovered CAPITAL CRYPTO RECOVER online. By patiently explaining my situation to their team, I was able to recover all my funds. Remarkably, my money was returned to my wallet in less than 24 hours. I am extremely grateful to CAPITAL CRYPTO RECOVER for their excellent assistance—they truly were a godsend in my difficult situation. If you have fallen victim to a cryptocurrency scam, you can reach CAPITAL CRYPTO RECOVER through the following channels Email: [email protected] OR Call/WhatsApp: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 25.08.26 13:44 lydiassmith567

    HIRE A HACKER YOUR STOLEN CRYPTO RECOVERY / BTC / USDT / ETH WITH THE HELP OF CAPITAL CRYPTO RECOVER. I want to share my experience publicly regarding cryptocurrency wallet recovery, I highly recommend you to contact CAPITAL CRYPTO RECOVER, a professional private investigator in the Bitcoin world. They have a certified expert security team specializing in Bitcoin Recovery Services and have helped many people worldwide recover their lost funds. My wife and I were defrauded by an online manipulator posing as an experienced crypto investment professional. We lost $9.2 Million Stolen BTC in cryptocurrency and were left feeling homeless. After spending hours searching for a reliable crypto recovery service, I discovered CAPITAL CRYPTO RECOVER online. By patiently explaining my situation to their team, I was able to recover all my funds. Remarkably, my money was returned to my wallet in less than 24 hours. I am extremely grateful to CAPITAL CRYPTO RECOVER for their excellent assistance—they truly were a godsend in my difficult situation. If you have fallen victim to a cryptocurrency scam, you can reach CAPITAL CRYPTO RECOVER through the following channels Email: [email protected] OR Call/WhatsApp: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 30.08.26 15:37 [email protected]

    Discovering I had been defrauded, I searched online for services claiming to recover stolen ETH. I contacted several companies, but none succeeded. Although some claimed they could trace assets or recover funds, I could not verify their success or recover my money. I later found SYLVESTER BRYANT Recovery through Google. After contacting him, he recovered 450,000,00. He can be reached at [email protected] or WhatsApp at +1 512 577 7957.

  • 30.08.26 15:37 [email protected]

    Discovering I had been defrauded, I searched online for services claiming to recover stolen ETH. I contacted several companies, but none succeeded. Although some claimed they could trace assets or recover funds, I could not verify their success or recover my money. I later found SYLVESTER BRYANT Recovery through Google. After contacting him, he recovered 450,000,00. He can be reached at [email protected] or WhatsApp at +1 512 577 7957.

  • 01.09.26 11:16 lisawerth897

    My Experience With Cryptocurrency — CAPITAL CRYPTO RECOVER I lost over $82,000 in Bitcoin after falling victim to a fraudulent online investment scheme. After realizing I had been scammed, I spent considerable time researching possible ways to recover my funds. During my research, I came across CAPITAL CRYPTO RECOVER and decided to contact them after reading their reported success record and encouraging client positive reviews and testimonials. Their team guided me through the recovery process, and I was grateful to successfully recover my lost cryptocurrency. The experience was challenging, but I appreciated the assistance and support I received throughout the process. I’m sharing my experience in the hope that it may encourage other victims to carefully research their options and verify any recovery service before proceeding. I will forever be thankful to you CAPITAL CRYPTO RECOVER 📧 [email protected] 🌐 Website: recovercapital.wixsite.com/capital-crypto-rec-1 📧 [email protected] 📞 Call/WhatsApp: +1 (336) 390-6684

  • 01.09.26 11:16 lisawerth897

    My Experience With Cryptocurrency — CAPITAL CRYPTO RECOVER I lost over $82,000 in Bitcoin after falling victim to a fraudulent online investment scheme. After realizing I had been scammed, I spent considerable time researching possible ways to recover my funds. During my research, I came across CAPITAL CRYPTO RECOVER and decided to contact them after reading their reported success record and encouraging client positive reviews and testimonials. Their team guided me through the recovery process, and I was grateful to successfully recover my lost cryptocurrency. The experience was challenging, but I appreciated the assistance and support I received throughout the process. I’m sharing my experience in the hope that it may encourage other victims to carefully research their options and verify any recovery service before proceeding. I will forever be thankful to you CAPITAL CRYPTO RECOVER 📧 [email protected] 🌐 Website: recovercapital.wixsite.com/capital-crypto-rec-1 📧 [email protected] 📞 Call/WhatsApp: +1 (336) 390-6684

  • 01.09.26 17:34 Garry42

    Really crazy world. These fraudsters go at any length to steal your hard earned funds. I have been a victim of a bitcoin scam about 7 months back. A Con artist gained access to my cashapp account through a phishing scam. They stole $409,000. I was really devastated. I did everything to get back my funds by contacting the FBI but they claimed there was nothing they could do. A friend told me about a recovery expert. He helps fight against various phishing and investment scams and they were able to help trace and recover my funds even though it took over 2 days. you can reach out to him through recoverydarek@gmail. com . I can guarantee his services are still active.

  • 01.09.26 17:34 Garry42

    Really crazy world. These fraudsters go at any length to steal your hard earned funds. I have been a victim of a bitcoin scam about 7 months back. A Con artist gained access to my cashapp account through a phishing scam. They stole $409,000. I was really devastated. I did everything to get back my funds by contacting the FBI but they claimed there was nothing they could do. A friend told me about a recovery expert. He helps fight against various phishing and investment scams and they were able to help trace and recover my funds even though it took over 2 days. you can reach out to him through recoverydarek@gmail. com . I can guarantee his services are still active.

  • 02.09.26 03:43 kimberlyhebertt6877

    I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] WhatsApp/Text Number: +1 (336) 390-6684

  • 02.09.26 03:43 kimberlyhebertt6877

    I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] WhatsApp/Text Number: +1 (336) 390-6684

  • 04.09.26 21:51 Kovengray

    Recovering your lost investment funds as the case might be, is not what you can do alone, you’d require the service of a trained recovery specialist. A recovery specialist is a person or a group of people who are well equipped to work around the brokerage network. They have vast knowledge about the whole network and have the right software and private keys to follow any transaction. I was ripped off trading online to an investment broker, good thing I got every penny back through the help of Gavin ray he’s a genius Contact : Gavinray78 at gmail com or WhatsApp +1 352 322 2096 It is also important to be patient and really calm during the process.

  • 05.09.26 21:38 [email protected]

    I invested 45,000  Euro, and later aggreviated to 198,000 Euro.  I requested  to place ‎Withdrawal of my funds to be paid to my Bank account. But nothing happened I was subjected to pay more fee until I can get my funds on my account, i got in touch with Theodore ryan here on this platform who had helped a lot of people, I followed all instructions and he legally got back my withheld funds, I got threatened by the company that if I don’t pay they will get my account frozen, all thanks to Theodore ryan and I highly recommend him to anyone dealing with an unregulated broker company… contact him on his Gmail - theodoreryan318@  gmail .  com

  • 09.09.26 21:31 lisawerth897

    My Experience With Cryptocurrency — CAPITAL CRYPTO RECOVER I lost over $82,000 in Bitcoin after falling victim to a fraudulent online investment scheme. After realizing I had been scammed, I spent considerable time researching possible ways to recover my funds. During my research, I came across CAPITAL CRYPTO RECOVER and decided to contact them after reading their reported success record and encouraging client positive reviews and testimonials. Their team guided me through the recovery process, and I was grateful to successfully recover my lost cryptocurrency. The experience was challenging, but I appreciated the assistance and support I received throughout the process. I’m sharing my experience in the hope that it may encourage other victims to carefully research their options and verify any recovery service before proceeding. I will forever be thankful to you CAPITAL CRYPTO RECOVER 📧 [email protected] 🌐 Website: recovercapital.wixsite.com/capital-crypto-rec-1 📧 [email protected] 📞 Call/WhatsApp: +1 (336) 390-6684

  • 09.09.26 21:31 lisawerth897

    My Experience With Cryptocurrency — CAPITAL CRYPTO RECOVER I lost over $82,000 in Bitcoin after falling victim to a fraudulent online investment scheme. After realizing I had been scammed, I spent considerable time researching possible ways to recover my funds. During my research, I came across CAPITAL CRYPTO RECOVER and decided to contact them after reading their reported success record and encouraging client positive reviews and testimonials. Their team guided me through the recovery process, and I was grateful to successfully recover my lost cryptocurrency. The experience was challenging, but I appreciated the assistance and support I received throughout the process. I’m sharing my experience in the hope that it may encourage other victims to carefully research their options and verify any recovery service before proceeding. I will forever be thankful to you CAPITAL CRYPTO RECOVER 📧 [email protected] 🌐 Website: recovercapital.wixsite.com/capital-crypto-rec-1 📧 [email protected] 📞 Call/WhatsApp: +1 (336) 390-6684

  • 09.09.26 23:22 Fraddy Pual

    Hearing that these individuals are focusing on other people makes me very sad. I had a similar situation with them and lost a lot of money, but after learning about (Cruxcipherteam @ proton DoT me), whataqq:+168160-15021, telegram: @Cruxcipherteam I was able to get my money back. It's critical that we all be watchful and keep reporting these occurrences.

  • 11.09.26 03:23 kimberlyhebertt6877

    I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] WhatsApp/Text Number: +1 (336) 390-6684

  • 11.09.26 03:23 kimberlyhebertt6877

    I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] WhatsApp/Text Number: +1 (336) 390-6684

  • 15.09.26 03:35 elioduncan

    I fell victim to a freelance web development contract scam that ultimately cost me CAD 4,000. It all started when I came across a job posting on Indeed Canada, a popular online job portal. The position seemed perfect: a freelance web developer role for an established company looking for someone to design and build a fully functional e-commerce website. The job promised a high payment of CAD 20,000 upon successful completion, which sounded like a great opportunity for me to gain experience and earn decent pay.The employer, who introduced himself as a project manager from a "well-known" tech company, was very persuasive and professional in our initial communication. He explained that the project involved developing a user-friendly, responsive online store for their client and that they had a strict timeline to meet. He assured me that the payment would be made promptly after completing the tasks. However, before starting the work, he told me that I would need to pay an upfront fee of CAD 4,000 to cover certain software tools and licensing fees required for the project. This was supposedly a part of their company policy for freelance contractors, ensuring access to their premium resources. The idea of working on a professional project, coupled with the promise of a substantial payout, convinced me to pay the upfront fee.As soon as I made the payment, the project manager became increasingly difficult to reach. He initially responded to my emails and provided some vague instructions on what the project would entail, but as time went on, communication slowed to a complete halt. I never received the required tools or any proper project details. My emails went unanswered, and any attempts to contact the company were met with silence. After waiting for weeks, I realized that I had been scammed.Desperate to recover my money, I turned to TechY Force Cyber Retrieval, a service that specializes in helping victims of online scams. They helped me track the payment and took legal steps to pursue the fraudsters. Through their guidance, I was able to recover the full CAD 4,000. TechY Force Cyber Retrieval worked with my bank to reverse the transaction and liaised with the authorities to trace the scammer's details.This was a hard lesson, and I now know to be highly cautious about online job offers that require upfront payments. It is crucial to research companies thoroughly and avoid any job that seems too good to be true, especially when it involves paying money upfront. WhatsApp https://wa.link/2x6ktp Mail. [email protected]

  • 15.09.26 15:45 lydiassmith567

    HIRE A HACKER YOUR STOLEN CRYPTO RECOVERY / BTC / USDT / ETH WITH THE HELP OF CAPITAL CRYPTO RECOVER. I want to share my experience publicly regarding cryptocurrency wallet recovery, I highly recommend you to contact CAPITAL CRYPTO RECOVER, a professional private investigator in the Bitcoin world. They have a certified expert security team specializing in Bitcoin Recovery Services and have helped many people worldwide recover their lost funds. My wife and I were defrauded by an online manipulator posing as an experienced crypto investment professional. We lost $9.2 Million Stolen BTC in cryptocurrency and were left feeling homeless. After spending hours searching for a reliable crypto recovery service, I discovered CAPITAL CRYPTO RECOVER online. By patiently explaining my situation to their team, I was able to recover all my funds. Remarkably, my money was returned to my wallet in less than 24 hours. I am extremely grateful to CAPITAL CRYPTO RECOVER for their excellent assistance—they truly were a godsend in my difficult situation. If you have fallen victim to a cryptocurrency scam, you can reach CAPITAL CRYPTO RECOVER through the following channels Email: [email protected] OR Call/WhatsApp: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.09.26 15:45 lydiassmith567

    HIRE A HACKER YOUR STOLEN CRYPTO RECOVERY / BTC / USDT / ETH WITH THE HELP OF CAPITAL CRYPTO RECOVER. I want to share my experience publicly regarding cryptocurrency wallet recovery, I highly recommend you to contact CAPITAL CRYPTO RECOVER, a professional private investigator in the Bitcoin world. They have a certified expert security team specializing in Bitcoin Recovery Services and have helped many people worldwide recover their lost funds. My wife and I were defrauded by an online manipulator posing as an experienced crypto investment professional. We lost $9.2 Million Stolen BTC in cryptocurrency and were left feeling homeless. After spending hours searching for a reliable crypto recovery service, I discovered CAPITAL CRYPTO RECOVER online. By patiently explaining my situation to their team, I was able to recover all my funds. Remarkably, my money was returned to my wallet in less than 24 hours. I am extremely grateful to CAPITAL CRYPTO RECOVER for their excellent assistance—they truly were a godsend in my difficult situation. If you have fallen victim to a cryptocurrency scam, you can reach CAPITAL CRYPTO RECOVER through the following channels Email: [email protected] OR Call/WhatsApp: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

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