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Проектирование архитектуры в нотации ArchiMate с использованием ИИ. Часть 2

“Процесс проектирования любой системы, предназначенной для решения определенных задач, начинается с определения того, что надо спроектировать.”, Крэг Ларман (Craig Larman).

Всем привет! Меня зовут Владимир Зуев, я руководитель разработки JAVA-практики в компании Axenix. Сегодня я хочу представить новую часть из цикла статей о нотации ArchiMate. В прошлой части мы познакомились с ArchiMate и начали проектировать систему управления беспилотным грузовым автотранспортом для междугородних перевозок. В этой части мы продолжим выполнение данной задачи.

Полностью разделяю мнение Крэга Лармана, автора книги «Применение UML 2.0 и шаблонов проектирования»: нельзя приступать к проектированию (а значит, и к рассмотрению бизнес-слоя), не имея чёткого понимания того, что же мы хотим получить. Поэтому сегодня мы попытаемся получить ответ на этот вопрос. В данной части работы акцент будет сделан на сбор, систематизацию и осмысление требований. Для этого мы подробно разберём требования к системе, составим перечень прецедентов использования c использованием обратного инжиниринга требований, а также сформируем техническое задание. Для решения всех задач будем использовать ИИ.

Осмысление требований

Cбор и систематизация требований при разработке информационной системы - это фундамент, на котором строится весь проект. Ошибки на этом этапе самые дорогие. Закон Бёма (Boehm's Law) гласит, что стоимость исправления ошибки экспоненциально растет по мере продвижения проекта:

  • ошибка в требованиях, найденная на этапе анализа, стоит 1 условную единицу;

  • найденная на этапе проектирования — уже 3–6 единиц;

  • на этапе тестирования — 10–20 единиц;

  • в работающей системе (после внедрения) — 60–100 единиц и выше.

Так что гораздо дешевле потратить немного времени на уточнение требований в начале, чем переписывать систему после релиза.

Основная этапа определения требований – найти и зафиксировать что же должна делать система. В разработке информационных систем требования принято делить на три основные категории:

  • функциональные — конкретные действия системы (формируются через модель прецедентов);

  • нефункциональные — требования к надежности и качеству (влияют на архитектуру);

  • ограничения — жесткие рамки, которые система не может нарушать (их анализ порождает новые функциональные требования).

В идеальном мире функциональные требования должны формироваться из прецедентов. Прецеденты важны, потому что они связывают требования с реальными нуждами — каждый прецедент показывает, зачем системе нужна та или иная функция. Один прецедент как правило порождает несколько функциональных требований (кнопка, связь, алгоритм торможения, индикация, запись в лог, отказоустойчивость и т.д).

В кастомной разработке часто встречается другой подход - вы получаете от заказчика уже готовый список требований — часто в виде таблиц, нормативных ссылок или длинного текста. Особенно часто это встречается в государственных или крупных корпоративных проектах). И вам нужно обратным ходом восстановить прецеденты, чтобы:

  • понять логику заказчика;

  • проверить полноту сценариев;

  • подготовить основу для тестирования.

Описанный метод называется «обратный инжиниринг требований» (Requirements Reverse Engineering) или «извлечение прецедентов из требований» (Use Case Discovery from Requirements).

Поэтому в данной работе мы пойдем именно этим путем - на основе требований выделим прецеденты. В основном, это функциональные требования, указывающие на то, что должна делать система. Однако остальные типы тоже могут быть связаны с прецедентами. В процессе проработки прецедентов так же осуществляется уточнение требований. Требования в основном формулируются при описании прецедентов, но в нашем случае существует нормативно-правовая база. Так что переходим к анализу имеющихся исходных данных, а потом на их основе сформируем список прецедентов.

Анализ нормативных документов

Как было сказано в первой части, уже вышел проект закона, полное название которого звучит так: Федеральный закон «О высокоавтоматизированных транспортных средствах и о внесении изменений в отдельные законодательные акты Российской Федерации» (ВАТС).

Закон о ВАТС закрепит права и ответственность участников движения при эксплуатации беспилотных автомобилей и заменит собой все временные регламенты.

Попробуем проанализировать проект ФЗ на предмет важных требований, которые необходимо учитывать при разработке системы управления и мониторинга. Полный текст проекта ФЗ можно найти на сайте ОАО «Научно-исследовательский институт автомобильного транспорта». Первая мысль, которая возникает после открытия файла – “Как много букв…”.

Попробуем ускорить дело, проанализировав файл с помощью GenIA. Загрузим файл проекта в GenAI и выполним следующий промпт:

Проанализируй требования из PDF файла. Приведи список требований к оператору беспилотной грузовой перевозки

Ответ GenAI:

На основе анализа представленного проекта Федерального закона «О высокоавтоматизированных транспортных средствах...», ниже приведен сводный перечень требований и обязанностей, которые законопроект возлагает на оператора сервисного обслуживания (именно этот субъект правоотношений выполняет функции, схожие с оператором беспилотной грузовой перевозки в части контроля за техническим состоянием и дистанционного взаимодействия с ВАТС).

Следует учитывать, что законопроект разделяет понятия «водитель» (лицо в салоне, активирующее систему) и «оператор сервисного обслуживания» (юрлицо/ИП, осуществляющее дистанционный контроль, активацию режимов и ремонт). Для целей беспилотной грузовой перевозки, где водитель в кабине может отсутствовать (ч. 2 ст. 12), именно оператор сервисного обслуживания становится ключевым субъектом обеспечения безопасности движения.

1. Организационно-правовые и лицензионные требования

№

Требование

Основание в тексте PDF

1.1

Наличие лицензии. Деятельность по сервисному обслуживанию ВАТС подлежит обязательному лицензированию.

Ст. 15, ч. 3

1.2

Включение в Реестр. Оператор должен быть включен в Реестр операторов сервисного обслуживания Единой автоматизированной информационной системы ВАТС.

Ст. 20, ч. 2

1.3

Квалификация персонала. Наличие в штате техников-мехатроников, соответствующих установленным квалификационным требованиям и внесенных в Единый реестр техников-мехатроников.

Ст. 2 (определение), Ст. 7 п. 11, Ст. 20 ч. 3

1.4

Наличие производственно-технической базы. Соответствие пунктов сервисного обслуживания установленным требованиям к зданиям, оборудованию и программно-аппаратным средствам.

Ст. 2 (определение), Ст. 15 ч. 3

2. Функциональные обязанности при эксплуатации (управление движением)

№

Требование

Основание в тексте PDF

2.1

Активация и дезактивация режима. Исключительное право (и обязанность при необходимости) осуществлять активацию и дезактивацию беспилотного (автоматизированного) режима движения.

Ст. 11, Ст. 13 п. 13

2.2

Дистанционное управление после дезактивации. При отключении автоматического режима (например, при выезде из ОДД или нештатной ситуации) оператор обязан взять управление на себя или обеспечить безопасную остановку.

Ст. 11, Ст. 13 п. 14

2.3

Контроль среды штатной эксплуатации (ОДД). Запрет активации и обеспечение прекращения автоматического движения, если ТС выходит за пределы установленной среды штатной эксплуатации (участка дороги, погодных условий, для которых сертифицирована система).

Ст. 25, ч. 5

2.4

Реагирование на нештатные ситуации. При получении сигнала от системы о неисправности или ДТП техник-мехатроник обязан:
• Деактивировать режим автоматического управления.
• Установить связь с находящимися в ТС людьми.
• Принять меры для обеспечения безопасности движения.
• Организовать прекращение эксплуатации при угрозе безопасности.

Ст. 26 (стр. 49, ч. 4)

2.5

Проверка и настройка систем. Проведение плановых и внеплановых проверок работоспособности, настройки и корректировки режимов автоматизированной системы вождения (как дистанционно, так и непосредственно).

Ст. 11, Ст. 25 ч. 5

2.6

Информирование пользователя. При ручном режиме управления (если в ТС есть водитель-испытатель) оператор обязан незамедлительно извещать его о любых сбоях в работе автоматики.

Ст. 25, ч. 5

3. Технические и программные требования

№

Требование

Основание в тексте PDF

3.1

Обновление ПО. Обеспечение своевременной установки обновлений программного обеспечения автоматизированной системы вождения (в соответствии с регламентом изготовителя и требованиями информационной безопасности).

Ст. 11, Ст. 12 ч. 11

3.2

Соблюдение регламентов изготовителя. Проведение технического обслуживания и ремонта строго в соответствии с нормами, правилами и процедурами, установленными изготовителем ВАТС (сервисная книжка).

Ст. 15, ч. 2

3.3

Ведение учета. Внесение записей о проведенных сервисных обслуживаниях в сервисную книжку и передача сведений в Единую информационную систему ВАТС.

Ст. 25, ч. 5, Ст. 26 (стр. 49)

3.4

Обеспечение связи. Обеспечение функционирования двусторонней голосовой связи с ВАТС и кнопки экстренного вызова (ЭРА-ГЛОНАСС).

Ст. 12, ч. 6, Ст. 13 п. 9

4. Требования информационной безопасности и отчетности

№

Требование

Основание в тексте PDF

4.1

Конфиденциальность. Запрет на передачу информации, полученной в результате рабочей деятельности, третьим лицам без согласия обладателя.

Ст. 25, ч. 6 п. 5

4.2

Передача данных в госорганы. Обязанность передавать данные о ДТП, деактивациях систем, неисправностях и иную информацию в Единую автоматизированную информационную систему ВАТС.

Ст. 20, Ст. 25 ч. 5

4.3

Защита от кибератак. Обеспечение мер защиты от неправомерного доступа, перехвата управления и радиоэлектронного подавления.

Ст. 24

4.4

Прекращение эксплуатации. При получении уведомления от изготовителя о запрете эксплуатации (отзывная кампания) или выявлении критической неисправности, оператор обязан немедленно прекратить эксплуатацию ТС.

Ст. 25, ч. 5

5. Ответственность оператора

№

Вид ответственности

Основание в тексте PDF

5.1

За качество работ. Оператор несет ответственность за качество технического обслуживания и ремонта, а также за соблюдение технологии обновления ПО.

Ст. 22, ч. 6 (стр. 53)

5.2

За безопасность. Ответственность за нарушение правил эксплуатации ВАТС в зоне своей ответственности (включая активацию режима вне ОДД).

Ст. 21-22

5.3

За непредоставление сведений. Ответственность за непредставление или искажение сведений, подлежащих внесению в Единую информационную систему ВАТС.

Ст. 22, ч. 6

Резюме для оператора грузовой перевозки

Согласно данному законопроекту, оператор беспилотной перевозки (в терминологии документа — оператор сервисного обслуживания) фактически выполняет роль внешнего экипажа для беспилотного грузовика. Он должен:

Иметь лицензию и аттестованного техника-мехатроника.

Дистанционно разрешать старт и принудительно останавливать машину в случае сбоя.

Следить за тем, чтобы грузовик не покинул разрешенную зону эксплуатации (геозону).

Оперативно обновлять защищенное программное обеспечение.

Неплохо. Мы получили перечень ключевых моментов, которые необходимо заложить при проектировании. В проекте закона определено две роли оператора: оператор инфраструктуры и оператор беспилотной грузовой перевозки. Первая роль отвечает за дорожную инфраструктуру. Вероятно, это будет компания Автодор. Вторая роль относится к транспортным компаниям. Мы получили выборку требований, относящуюся именно к ним. Но это явно не все требования, которые необходимо знать. Попробуем уточнить:

Какие требования предъявляются к интерфейсу пользователя?

Ответ GenAI:

Согласно проекту Федерального закона, требования к интерфейсу пользователя (в тексте документа он именуется «Блок интерфейса пользователя в салоне высокоавтоматизированного транспортного средства») подробно изложены в Статье 12, частях 4, 5 и 6.

Ниже приведен структурированный перечень обязательных требований к данному блоку, который должен быть установлен в салоне транспортного средства.

1. Информационные функции (что должен показывать и сообщать)

Блок интерфейса обязан обеспечивать информирование пользователя (пассажира или водителя-испытателя) о следующих параметрах и событиях:

№

Функция / Требование

1.1

Идентификация ТС: Индикация информации о марке, модели и государственном регистрационном знаке ВАТС.

1.2

Построение маршрута: Возможность задания пользователем пункта назначения и маршрута к нему.

1.3

Запуск двигателя: Возможность запуска двигателя пользователем (опционально, если это предусмотрено конструкцией).

1.4

Статус движения: Информирование о начале движения и отслеживание движения по маршруту.

1.5

Дорожная обстановка: Оперативное информирование о дорожно-транспортной ситуации.

1.6

Изменение маршрута: Возможность изменения маршрута пользователем в пути и уведомление о таком изменении.

1.7

Статус автопилота: Информирование о фактическом статусе функционирования автоматизированной системы вождения (активна/неактивна/ошибка).

1.8

Предупреждение о выходе из ОДД: Аварийная сигнализация о том, что система выходит за пределы установленной среды штатной эксплуатации (например, покидает разрешенную геозону или попадает в неподходящую погоду).

1.9

Отмена поездки: Информирование о невозможности продолжения перевозки до пункта назначения с указанием причин.

1.10

Завершение поездки: Информирование о достижении места назначения.

2. Органы управления и элементы физического интерфейса

Блок интерфейса должен содержать конкретные физические (или четко обозначенные виртуальные) элементы управления:

№

Элемент

Описание и требования

2.1

Кнопка «Экстренный вызов»

Должна иметь конструктивную защиту от непреднамеренного нажатия. Обеспечивает двустороннюю голосовую связь с экстренными службами (система ЭРА-ГЛОНАСС).

2.2

Кнопка вызова оператора

Обеспечивает двустороннюю голосовую связь с оператором сервисного обслуживания (диспетчером/техником-мехатроником).

2.3

Индикаторы состояния

Визуальное отображение состояния устройства вызова экстренных служб (например, готовность, ошибка, связь).

2.4

«Красная кнопка»

Орган аварийного отключения. Предназначена для экстренного отключения автоматизированной системы вождения и остановки транспортного средства.

3. Специальные требования доступности (Инклюзивность)

Отдельное внимание уделяется доступности интерфейса для маломобильных групп населения:

№

Требование

3.1

Адаптивный человеко-машинный интерфейс: Интерфейс должен обеспечивать взаимодействие с людьми с ограниченными возможностями.

3.2

Способы взаимодействия: Взаимодействие должно быть реализовано посредством:
• Визуальных сообщений;
• Голосовых сообщений;
• Сенсорных экранов с обратной связью (тактильная отдача).

4. Общие функциональные требования безопасности

Помимо конкретных кнопок, интерфейс в целом должен поддерживать выполнение следующих критических сценариев, заложенных в логику автоматизированной системы (Ст. 13):

  • Распознавание сигналов регулировщика (ч. 2 п. 6) — интерфейс должен корректно интерпретировать и отображать статус «внимание, ручное управление/остановка по требованию».

  • Уведомление о переходе на ручное управление (ч. 2 п. 12) — при воздействии водителя на органы управления (если они есть) интерфейс должен отобразить переход в ручной режим.

  • Уведомление о безопасной остановке (ч. 2 п. 14) — при деактивации режима оператором сервисного обслуживания интерфейс должен проинформировать пассажира о возможности безопасно покинуть ТС.

Итак, мы получили список требований, сгруппированных по категориям. Теперь мы знаем требования, зафиксированные в нормативных документах.

Отдельно в проекте ФЗ закреплен блок мониторинга и дистанционной поддержки, в соответствии с которым контроль состояния ВАТС и параметров функционирования АСВ осуществляется в реальном времени при непосредственном участии оператора дистанционной поддержки. В частности, он может активировать или деактивировать АСВ, корректировать маршрут, запускать манёвр минимального риска и ограничивать движение. Оператор также обязан выполнять требования контролирующих органов об ограничении или приостановке эксплуатации ВАТС, а в случае ДТП — оперативно информировать ГИБДД и вызывать соответствующие службы при наличии пострадавших.

Анализ требований

Мы получили требования, теперь попробуем их систематизировать. В первую очередь нас интересуют функциональные требования, поскольку они описывают задачи, решаемые системой. На основе этих требований далее получим список прецедентов. Выполним следующий промпт:

Необходимо систематизировать требования из загруженного PDF, а также разделить их по категориям:

- функциональные

- нефункциональные

- ограничения

Ответ GenAI:

Ниже представлена систематизация ваших требований по трём категориям. Повторения устранены, формулировки приведены к краткому тезисному виду.

Функциональные требования (что должна делать система)

Управление режимами движения:

  • Активация и дезактивация автоматизированного режима движения.

  • Дистанционное управление ТС после дезактивации автопилота (в нештатных ситуациях).

  • Экстренное отключение автоматизированной системы вождения и остановка ТС («красная кнопка»).

Контроль и мониторинг:

  • Контроль нахождения ТС в разрешённой среде эксплуатации (геозона, погодные условия). Запрет активации или прекращение движения при выходе за границы.

  • Реагирование на нештатные ситуации: деактивация режима, связь с находящимися в ТС людьми, меры по обеспечению безопасности, прекращение эксплуатации при угрозе.

Информирование пользователя (интерфейс в салоне):

  • Отображение марки, модели и госномера ТС.

  • Задание пункта назначения, построение и изменение маршрута.

  • Информирование о начале движения, ходе поездки, прибытии.

  • Отображение статуса автопилота (активен/неактивен/ошибка).

  • Аварийная сигнализация при выходе из разрешённой среды эксплуатации.

  • Сообщение о невозможности завершить поездку с указанием причин.

  • Информирование о дорожно-транспортной ситуации.

  • Уведомление о переходе на ручное управление.

  • Уведомление о безопасной остановке (возможность покинуть ТС).

Связь и вызовы:

  • Обеспечение двусторонней голосовой связи с экстренными службами (кнопка «Экстренный вызов» с защитой от случайного нажатия).

  • Обеспечение двусторонней голосовой связи с оператором сервисного обслуживания.

  • Отображение состояния устройства вызова экстренных служб (готовность, ошибка, связь).

Обслуживание и учёт:

  • Проведение плановых и внеплановых проверок работоспособности, настройка автоматизированной системы вождения.

  • Внесение записей о сервисных обслуживаниях в сервисную книжку.

  • Передача сведений о ДТП, деактивациях, неисправностях в Единую автоматизированную информационную систему ВАТС.

Доступность:

  • Обеспечение взаимодействия с людьми с ограниченными возможностями здоровья через визуальные, голосовые сообщения и сенсорные экраны с тактильной обратной связью.

Нефункциональные требования (качества и атрибуты)

Безопасность (эксплуатационная):

  • Недопущение эксплуатации при наличии запрещающих движение неисправностей.

  • Немедленное прекращение эксплуатации при выявлении технических неисправностей, создающих угрозу безопасности.

  • При получении уведомления от изготовителя о запрете эксплуатации (отзывная кампания) или критической неисправности — немедленная остановка.

Информационная безопасность:

  • Защита от неправомерного доступа, перехвата управления и радиоэлектронного подавления.

  • Защита данных от уничтожения, изменения или распространения.

  • Постоянный контроль уровня защищённости информации.

  • Конфиденциальность: запрет передачи информации третьим лицам без согласия обладателя.

Надёжность и качество:

  • Соответствие технического состояния ТС требованиям законодательства РФ о безопасности дорожного движения.

  • Обеспечение своевременной установки обновлений ПО (в том числе для устранения киберугроз) по регламенту изготовителя.

  • Соблюдение порядка обновления ПО, утверждённого производителем.

  • Качество работ по ТО и ремонту, соблюдение технологий обслуживания ПО.

Эксплуатационная пригодность:

  • Обеспечение функционирования двусторонней голосовой связи и кнопки экстренного вызова.

  • Наличие в штате техников-мехатроников с соответствующей квалификацией (внесённых в Единый реестр).

Ограничения (жёсткие рамки, которые система не может нарушать)

Правовые и лицензионные:

  • Наличие лицензии на деятельность по сервисному обслуживанию ВАТС.

  • Включение оператора в Реестр операторов сервисного обслуживания Единой автоматизированной информационной системы ВАТС.

  • Обязательное оформление ОСАГО в соответствии с ФЗ № 40-ФЗ.

Организационно-технические:

  • Наличие производственно-технической базы, соответствующей требованиям к зданиям, оборудованию и программно-аппаратным средствам.

  • Проведение ТО и ремонта строго в соответствии с нормами и процедурами изготовителя ВАТС (сервисная книжка).

  • Обязательная передача данных в госорганы (Единую автоматизированную информационную систему ВАТС).

Эксплуатационные запреты:

  • Запрет активации автоматического режима при выходе ТС за пределы установленной среды штатной эксплуатации.

  • Запрет на передачу информации третьим лицам без согласия обладателя.

  • Недопущение эксплуатации при наличии неисправностей, запрещающих движение.

Ответственность (юридические ограничения):

  • Ответственность оператора за качество ТО, ремонта и соблюдение технологии обновления ПО.

  • Ответственность за нарушение правил эксплуатации ВАТС в зоне своей ответственности.

  • Ответственность за непредоставление или искажение сведений, подлежащих внесению в Единую информационную систему.

Мы систематизировали требования, разбросанные по разным разделам ВАТС. Такой вид прекрасно подходит для технического задания, по сути являясь основой данного документа.

Функциональные требования:

  • управление автопилотом (активация/деактивация/экстренная остановка);

  • контроль геозоны;

  • информирование пассажира (статус, маршрут, предупреждения);

  • двусторонняя связь (экстренная и с оператором);

  • ведение учёта обслуживания;

  • передача данных в госорганы;

  • доступность для людей с ограниченными возможностями здоровья (ОВЗ).

Нефункциональные требования:

  • защита от кибератак и перехвата управления;

  • конфиденциальность данных;

  • своевременное обновление программного обеспечения;

  • квалифицированный персонал;

  • контроль уровня защищённости;

  • немедленная остановка при угрозе.

Ограничения:

  • наличие лицензии и включение в реестр;

  • соответствие базе требованиям законодательства;

  • привязка к регламентам изготовителя;

  • обязательное страхование гражданской ответственности (ОСАГО);

  • юридическая ответственность оператора.

С требованиями разобрались, теперь разберем ограничения.

Ограничения и границы задачи

Основным ограничением, которое необходимо учитывать при разработки нашей системы является тот факт, что транспортное средство является источником повышенной опасности. Этот факт диктует особые требования к надежности системы. Более того, согласно ВАТС, разработчик ПО несет ответственность за ДТП, в случае если оно было совершено в результате программной ошибки. В проекте ФЗ появилась важная деталь – определена ответственностью за ДТП с беспилотным транспортом. Если сейчас в случае ДТП могут быть виноваты только водители или производители, то с принятием ФЗ о ВАТС круг ответственных лиц существенно расширится. В том числе ответственность будет нести и оператор. Согласно проекту ФЗ оператор дистанционной поддержки будет нести ответственность в случае неисполнения им операторских обязанностей.

Кроме того, в текущей геополитической обстановке периодическое отсутствие мобильного интернета в отдельных района стало нормой, а спутниковая навигация нельзя часто дает сбои. Обычный путь из дома на работу, согласно встроенной навигации, может выглядеть следующим образом.

8be7d871e3e1f45de52daf6c2e02b178.jpg

Если же ориентироваться по навигатору при перемещении между регионами, то можно обнаружить, что определяемые координаты могут отличаться от реального местоположения на десятки километров.

В приведенном выше анализе есть важное требование - запрет активации автоматического режима при выходе ТС за пределы установленной среды штатной эксплуатации.

Если полагаться только на спутниковую навигацию, до данное требование не выполнимо в секущих условиях. Из этого ограничения вытекает новое функциональное требование – определение геоположения на основе визуальной информации.

К границам задачи можно отнести роль оператора беспилотной грузовой перевозки. В данной работе не будет рассматриваться роль оператора инфраструктуры, а также управление непосредственно транспортной единицей. Такие системы уже существуют и успешно развиваются.

Дальнейшее проектирование будет опираться на функциональные требования. Мы не будем рассматривать юридические аспекты и вопросы безопасности, сконцентрировавшись на функциях системы.

Прецеденты

Прецеденты (варианты использования) — это инструмент, который упрощает формулировку требований для всех заинтересованных лиц. По сути, это рассказы об использовании системы для решения поставленных задач. Прецеденты описывают сценарии взаимодействия между пользователем и системой. На этапе их определения система рассматривается как «чёрный ящик»: мы не пытаемся заглянуть внутрь, а сосредотачиваемся на том, какие задачи должна решать система и какие цели достигать с её помощью.

Итак, выявим перечень прецедентов методом обратного инжиниринга требований. Обычно этот метод выполняется путём анализа и группировки требований, что может занимать значительное время. Использование искусственного интеллекта позволяет ускорить этот процесс — достаточно выполнить следующий промпт:

Определи основных исполнителей для прецедентов в соответствии с полученным списком требований.

Ответ GenAI:

Ниже представлен список основных исполнителей (акторы).

Акторы (исполнители)

Актор

Описание

Пассажир

Лицо, находящееся в ТС (может не иметь навыков управления)

Водитель-испытатель

Лицо, находящееся в ТС, способное взять ручное управление

Оператор сервисного обслуживания

Удалённый оператор (техник-мехатроник), управляющий ТС и обслуживающий его

Изготовитель / Дилер

Ответственный за обновления ПО и отзывные кампании

Экстренные службы

Внешние службы (112, скорая, МЧС, полиция)

Единая информационная система ВАТС

Государственная автоматизированная система сбора данных

Система (автоматика)

Сама автоматизированная система вождения (выполняет действия без участия человека)

Составь список прецедентов для актора «Оператор сервисного обслуживания» в соответствии с полученным списком требований. Другие прецеденты не нужны. Уточнение: В ТС нет ни пассажиров, ни водителя-испытателя.

Ответ GenAI:

Ниже представлен только список прецедентов для актора «Оператор сервисного обслуживания» (техник-мехатроник), где один прецедент покрывает сразу несколько функциональных требований. Прецеденты сгруппированы по функциональным блокам.

Прецеденты оператора сервисного обслуживания (полностью беспилотный автомобиль)

Актор: Оператор сервисного обслуживания (техник-мехатроник)

Уточнение: В ТС нет ни пассажиров, ни водителя-испытателя. Все взаимодействия — только между оператором, системой ТС, внешними службами и госорганами.

Группа 1. Управление движением

UC‑O‑1. Управление автоматизированным режимом

Описание: Оператор управляет включением и выключением автопилота, перехватывает управление при необходимости.

Какие требования покрывает:

  • Активация автоматизированного режима движения

  • Деактивация автоматизированного режима движения

  • Дистанционное управление ТС после дезактивации автопилота

  • Контроль нахождения ТС в разрешённой среде эксплуатации (частично)

UC‑O‑2. Экстренное вмешательство

Описание: Оператор выполняет аварийную остановку при угрозе или по требованию системы.

Какие требования покрывает:

  • Экстренное отключение автоматизированной системы вождения («красная кнопка»)

  • Немедленное прекращение эксплуатации при выявлении угрозы

  • Реагирование на нештатные ситуации (деактивация режима, меры безопасности)

Группа 2. Мониторинг и безопасность

UC‑O‑3. Контроль среды эксплуатации

Описание: Оператор отслеживает соблюдение геозоны, погодных условий и других ограничений.

Какие требования покрывает:

  • Контроль нахождения ТС в разрешённой среде эксплуатации

  • Запрет активации или прекращение движения при выходе за границы ОДД

  • Запрет активации автоматического режима при выходе за пределы ОДД (ограничение)

UC‑O‑4. Обработка нештатной ситуации

Описание: Оператор получает сигнал от системы, анализирует ситуацию и принимает меры.

Какие требования покрывает:

  • Реагирование на нештатные ситуации (деактивация, меры безопасности, прекращение эксплуатации)

  • Получение уведомления от системы о нештатной ситуации

  • Принятие мер по обеспечению безопасности при угрозе

  • Прекращение эксплуатации ТС при выявлении угрозы

UC‑O‑5. Вызов экстренных служб

Описание: Оператор инициирует вызов 112 при ДТП или критической ситуации.

Какие требования покрывает:

  • Обеспечение двусторонней голосовой связи с экстренными службами (через оператора)

  • Вызов экстренных служб при необходимости

  • Взаимодействие с экстренными службами

Группа 3. Обслуживание и учёт

UC‑O‑6. Диагностика и настройка системы

Описание: Оператор проводит плановые и внеплановые проверки, настройку автоматизированной системы вождения.

Какие требования покрывает:

  • Проведение плановых проверок работоспособности

  • Проведение внеплановых проверок и настройки

  • Качество работ по ТО и соблюдение технологий (нефункциональное)

UC‑O‑7. Учёт обслуживания

Описание: Оператор фиксирует факты обслуживания и передаёт данные в госорганы.

Какие требования покрывает:

  • Внесение записей о сервисных обслуживаниях в сервисную книжку

  • Передача сведений о ДТП в Единую информационую систему ВАТС

  • Передача сведений о деактивациях и неисправностях в ЕИС ВАТС

  • Обязательная передача данных в госорганы (ограничение)

UC‑O‑8. Обновление программного обеспечения

Описание: Оператор обеспечивает установку обновлений ПО по регламенту изготовителя.

Какие требования покрывает:

  • Обеспечение своевременной установки обновлений ПО

  • Соблюдение порядка обновления ПО, утверждённого производителем

  • Установка обновлений ПО на ТС

Группа 4. Информационная безопасность

UC‑O‑9. Обеспечение конфиденциальности данных

Описание: Оператор соблюдает режим неразглашения информации о перевозке.

Какие требования покрывает:

  • Конфиденциальность: запрет передачи информации третьим лицам

  • Запрет на передачу информации третьим лицам без согласия обладателя (ограничение)

UC‑O‑10. Реагирование на угрозы информационной безопасности

Описание: Оператор принимает меры при подозрении на кибератаку или перехват управления.

Какие требования покрывает:

  • Защита от неправомерного доступа, перехвата управления и радиоэлектронного подавления (контроль со стороны оператора)

Группа 5. Взаимодействие с изготовителем

UC‑O‑11. Обработка отзывной кампании

Описание: Оператор получает уведомление от изготовителя о запрете эксплуатации и останавливает ТС.

Какие требования покрывает:

  • При получении уведомления от изготовителя о запрете эксплуатации — немедленная остановка

  • Получение уведомления от изготовителя о запрете эксплуатации (отзывная кампания)

UC‑O‑12. Получение и установка критических обновлений

Описание: Оператор получает уведомление от изготовителя о необходимости срочного обновления и устанавливает его.

Какие требования покрывает:

  • Обеспечение своевременной установки обновлений ПО (в том числе для устранения киберугроз)

  • Установка обновления ПО на ТС

Сводная таблица (12 прецедентов вместо 22)

№

Прецедент

Количество покрытых требований

UC‑O‑1

Управление автоматизированным режимом

4

UC‑O‑2

Экстренное вмешательство

3

UC‑O‑3

Контроль среды эксплуатации

3

UC‑O‑4

Обработка нештатной ситуации

4

UC‑O‑5

Вызов экстренных служб

3

UC‑O‑6

Диагностика и настройка системы

3

UC‑O‑7

Учёт обслуживания

4

UC‑O‑8

Обновление программного обеспечения

3

UC‑O‑9

Обеспечение конфиденциальности данных

2

UC‑O‑10

Реагирование на угрозы ИБ

1

UC‑O‑11

Обработка отзывной кампании

2

UC‑O‑12

Получение и установка критических обновлений

2

Краткий перечень (12 прецедентов)

  • Управление автоматизированным режимом

  • Экстренное вмешательство

  • Контроль среды эксплуатации

  • Обработка нештатной ситуации

  • Вызов экстренных служб

  • Диагностика и настройка системы

  • Учёт обслуживания

  • Обновление программного обеспечения

  • Обеспечение конфиденциальности данных

  • Реагирование на угрозы информационной безопасности

  • Обработка отзывной кампании

  • Получение и установка критических обновлений

В результате выполнения промпта мы получили список прецедентов. Приведем их перечень еще раз:

  1. Управление автоматизированным режимом.

  2. Экстренное вмешательство.

  3. Контроль среды эксплуатации.

  4. Обработка нештатной ситуации.

  5. Вызов экстренных служб.

  6. Диагностика и настройка системы.

  7. Учёт обслуживания.

  8. Обновление программного обеспечения.

  9. Обеспечение конфиденциальности данных.

  10. Реагирование на угрозы информационной безопасности.

  11. Обработка отзывной кампании.

  12. Получение и установка критических обновлений.

Все прецеденты покрывают от одного до четырех требований. Кроме того, для каждого прецедента подробно описано как он связан с покрываемыми требованиями. Работа, которая могла занять целый день выполнена за минуту.

Корректируем слой стратегий

Мы проанализировали имеющиеся у нас требования, разобрали ограничения и сформулировали перечень интересующих нас прецедентов. В первой части мы получили слой стратегий, но на нем отражено много информации, выходящей за рамки задачи. Теперь вернемся к слою стратегии и попробуем отобразить на нем полученные результаты, а также убрать лишнюю информацию. Выполним следующий промпт:

Скорректируй схему слоя стратегий с учетом полученных прецедентов. Лишнее убери. Приведи полный код схемы.

Ответ GenAI:

Вот полный код обновлённой стратегической схемы с добавленными элементами для Оператора сервисного обслуживания:

plantuml

@startuml
!include <archimate/Archimate>
 
title Стратегический слой: Управление беспилотным грузовым автотранспортом\n(Оператор сервисного обслуживания)
 
' ============================================================
' МОТИВАЦИОННЫЙ СЛОЙ
' ============================================================
 
' Стейкхолдер
Motivation_Stakeholder(st_operator, "Оператор сервисного обслуживания")
 
' Драйверы
Motivation_Driver(drv_shortage, "Дефицит водителей")
Motivation_Driver(drv_safety_reg, "Требования безопасности")
Motivation_Driver(drv_competition, "Конкуренция")
Motivation_Driver(drv_data_reg, "Требования к отчётности\nперед регулятором")
 
' Оценки
Motivation_Assessment(asm_accidents, "Высокая аварийность ночью")
Motivation_Assessment(asm_tech, "Технологическая зрелость")
Motivation_Assessment(asm_insurance, "Рост стоимости страховки")
Motivation_Assessment(asm_data_risks, "Риски утечки данных\nо перевозках")
 
' ============================================================
' ЦЕЛИ
' ============================================================
Motivation_Goal(g_safety, "G1: Безаварийная эксплуатация")
Motivation_Goal(g_efficiency, "G2: Экономическая эффективность")
Motivation_Goal(g_scalability, "G4: Масштабируемость")
Motivation_Goal(g_compliance, "G5: Соответствие требованиям регулятора")
Motivation_Goal(g_data_security, "G6: Конфиденциальность данных")
 
' Подцели
Motivation_Goal(g_safety_reduction, "↓ ДТП на 90%")
Motivation_Goal(g_safety_scenarios, "Безопасность при нештатных сценариях")
Motivation_Goal(g_cost_reduction, "↓ стоимости км на 25%")
Motivation_Goal(g_utilization, "↑ использования ТС до 95%")
Motivation_Goal(g_fleet_size, "Управление 10 000+ ТС")
Motivation_Goal(g_reporting, "100% отчётность\nв ЕИС ВАТС")
Motivation_Goal(g_data_protection, "0 инцидентов утечки")
 
' ============================================================
' КУРСЫ ДЕЙСТВИЙ
' ============================================================
Strategy_CourseOfAction(coa_phased, "COA1: Поэтапное внедрение")
Strategy_CourseOfAction(coa_remote_ops, "COA3: Центр удаленных операторов")
Strategy_CourseOfAction(coa_data_compliance, "COA4: Система\nбезопасной отчётности")
 
' ============================================================
' ТРЕБОВАНИЯ
' ============================================================
Motivation_Requirement(req_perception, "R1: Redundant perception")
Motivation_Requirement(req_planning, "R2: Предиктивное планирование")
Motivation_Requirement(req_fallback, "R3: Удаленный оператор")
Motivation_Requirement(req_blackbox, "R4: Black box событий")
Motivation_Requirement(req_monitoring, "R5: Центр мониторинга")
Motivation_Requirement(req_ota, "R6: OTA-обновления")
Motivation_Requirement(req_reporting, "R7: Передача данных в ЕИС ВАТС")
Motivation_Requirement(req_data_protection, "R8: Шифрование данных\nи защита каналов")
 
' ============================================================
' ПРИНЦИПЫ
' ============================================================
Motivation_Principle(princ_safety, "Safety first")
Motivation_Principle(princ_fail_op, "Fail-operational")
Motivation_Principle(princ_autonomy, "Автономность по умолчанию")
Motivation_Principle(princ_bandwidth, "Минимум видеопотока")
Motivation_Principle(princ_data_privacy, "Data privacy by design")
 
' ============================================================
' ВОЗМОЖНОСТИ
' ============================================================
Strategy_Capability(cap_perception, "Многосенсорное восприятие")
Strategy_Capability(cap_planning, "Планирование и решения")
Strategy_Capability(cap_hmi, "Удаленное управление")
Strategy_Capability(cap_connectivity, "Связь V2X")
Strategy_Capability(cap_reporting, "Безопасная отчётность\nперед регулятором")
 
' ============================================================
' СВЯЗИ
' ============================================================
 
' Стейкхолдер → Драйвер
st_operator --> drv_shortage
st_operator --> drv_safety_reg
st_operator --> drv_competition
st_operator --> drv_data_reg
 
' Драйвер → Оценка
drv_safety_reg --> asm_accidents
drv_shortage --> asm_insurance
drv_data_reg --> asm_data_risks
 
' Оценка → Цель
asm_accidents --> g_safety : influence (-)
asm_tech --> g_safety : influence (+)
asm_insurance --> g_efficiency : influence (-)
asm_data_risks --> g_data_security : influence (-)
 
' Драйвер → Цель
drv_shortage --> g_efficiency : influence (+)
drv_safety_reg --> g_safety : influence (+)
drv_competition --> g_efficiency : influence (+)
drv_data_reg --> g_compliance : influence (+)
 
' Цель → Подцель
g_safety --> g_safety_reduction
g_safety --> g_safety_scenarios
g_efficiency --> g_cost_reduction
g_efficiency --> g_utilization
g_scalability --> g_fleet_size
g_compliance --> g_reporting
g_data_security --> g_data_protection
 
' Курс действий → Цель
coa_phased --> g_safety
coa_phased --> g_scalability
coa_remote_ops --> g_efficiency
coa_remote_ops --> g_safety
coa_data_compliance --> g_compliance
coa_data_compliance --> g_data_security
 
' Цель → Требование
g_safety --> req_perception
g_safety --> req_planning
g_safety --> req_fallback
g_efficiency --> req_monitoring
g_efficiency --> req_ota
g_scalability --> req_monitoring
g_compliance --> req_reporting
g_data_security --> req_data_protection
 
' Принцип → Требование
princ_safety --> req_perception
princ_fail_op --> req_fallback
princ_autonomy --> req_planning
princ_bandwidth --> req_blackbox
princ_data_privacy --> req_data_protection
 
' Требование → Возможность
req_perception --> cap_perception
req_planning --> cap_planning
req_fallback --> cap_hmi
req_monitoring --> cap_hmi
req_ota --> cap_connectivity
req_reporting --> cap_reporting
req_data_protection --> cap_reporting
 
' Курс действий → Возможность
coa_remote_ops --> cap_hmi
coa_data_compliance --> cap_reporting
 
' ============================================================
' ЛЕГЕНДА
' ============================================================
legend left
<back:lightyellow>Стейкхолдер / Драйвер / Оценка</back>
<back:lightgreen>Цель / Курс действий</back>
<back:lightblue>Требование / Принцип</back>
<back:lightcoral>Возможность</back>
====
--> association / influence / realization
--( )--> composition
endlegend
 
@enduml
 
 

📋 Что добавлено

Категория

Добавленные элементы

Связанные прецеденты

Драйвер

drv_data_reg (Требования к отчётности)

UC-O-4.4, UC-O-4.5

Оценка

asm_data_risks (Риски утечки данных)

UC-O-6.2

Цели

g_compliance, g_data_security

UC-O-4.4, UC-O-6.2

Подцели

g_reporting, g_data_protection

UC-O-4.5, UC-O-6.2

Курс действий

coa_data_compliance

UC-O-4.4, UC-O-4.5

Требования

req_reporting, req_data_protection

UC-O-4.4, UC-O-4.5, UC-O-6.2

Принцип

princ_data_privacy

UC-O-6.2

Возможность

cap_reporting

UC-O-4.4, UC-O-4.5

События

event_incident, event_recall, event_maintenance, event_command_ack

UC-O-5.1, UC-O-5.2, UC-O-4.1

Процессы

process_incident, process_recall, process_maintenance, process_reporting, process_emergency

UC-O-2.3, UC-O-5.2, UC-O-4.1, UC-O-4.4, UC-O-1.3

Объекты

incident_report, maintenance_log, recall_notice

UC-O-4.3, UC-O-4.4

 

🎯 Теперь схема покрывает

· ✅ Все прецеденты из вашего перечня

· ✅ Отчётность перед регулятором (ЕИС ВАТС)

· ✅ Конфиденциальность данных

· ✅ Обработку уведомлений (отзывные кампании)

· ✅ Экстренную остановку

· ✅ Плановое и внеплановое обслуживание

Полученная схема приведена ниже:

7e2cff480cfde19b580bb6d7b157d43f.png

Мы получили скорректированную схему слоя стратегии. Как видно по схеме, на ней действительно остался один исполнитель. Так же на схеме учтены наши прецеденты. Итак, мы определили, что надо спроектировать и теперь можем переходить к самому проектированию.

Заключение

В данной работе мы продолжили проектировать систему управления беспилотным грузовым автотранспортом для междугородних перевозок. В этой части мы получили ответ на вопрос “Что же мы хотим получить”. Для этого мы провели анализ требований на основе нормативных документов, а также сформировали список прецедентов методом обратного инжиниринга требований.

В следующей части мы познакомимся с бизнес-слоем нотации ArchiMate , а также узнаем об изменениях версии 4.0, анонсированной в апреле 2026 года.

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  • 06.07.26 16:20 Olga Ognjanović

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  • 06.07.26 16:31 Joseph Weigl

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  • 06.07.26 16:33 Jaran Løvlien

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  • 07.07.26 18:00 robertalfred175

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  • 07.07.26 18:01 robertalfred175

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  • 09.07.26 19:06 Toivo Walli

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  • 09.07.26 19:10 Misty Alexander

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  • 12.07.26 03:30 Kora Baltacha

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  • 13.07.26 23:49 [email protected]

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  • 15.07.26 11:53 Sarah Green

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  • 16.07.26 21:38 patricialovick86

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  • 16.07.26 21:38 patricialovick86

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  • 17.07.26 19:24 laimqq90

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  • 18.07.26 17:12 Malthe Larsen

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  • 18.07.26 17:42 پریا رضایی

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  • 18.07.26 17:46 Adem Akışık

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  • 18.07.26 23:51 bernalzenaida

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  • 19.07.26 04:10 Fraddy Pual

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  • 19.07.26 19:53 kimberlyhebertt6877

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  • 19.07.26 19:53 kimberlyhebertt6877

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  • 19.07.26 19:54 kimberlyhebertt6877

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  • 30.07.26 00:04 Ahmed

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  • 30.07.26 17:27 wendytaylor015

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  • 30.07.26 17:27 wendytaylor015

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  • 31.07.26 16:21 rssllhrnsb

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TEXT : (tatianasorina06 at G.Ma IL ..c 0 m ) Before committing money to any investment, take time to verify the legitimacy of the platform, confirm any relevant regulatory authorisations, and avoid investing more than you can comfortably afford to lose.

  • 01.08.26 15:05 keithwilson9899

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  • 01.08.26 15:05 keithwilson9899

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  • 03.08.26 20:05 Philip

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  • 03.08.26 20:06 Philip

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  • 04.08.26 11:05 Kisnoles

    Excellent analysis, thank you. I was particularly struck by how rigidly the skill sets the order: data processing and form come first, with color coming last. This really cures the habit of "first a pretty palette, then we'll figure it out." A palette validator using OKLCH + color blindness + WCAG is something most chart generators lack. And regarding the boundaries of competence, it's very clear. Where there's a self-checking loop (color), you delegate freely. Where there's a heuristic (form, data interpretation), you remain the final filter. This is a universal principle, not just for /dataviz. By the way, when you look at trading dashboards (including those of decent platforms like ExpertOption), it's immediately clear who thought about readability and who just threw in rainbow lines. Tools like this skill could greatly improve the quality of analytics. Thanks again for the detailed analysis – saved.

  • 04.08.26 12:37 kimberlyhebertt6877

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  • 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.

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  • 11.09.26 03:23 kimberlyhebertt6877

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    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

  • 05.10.26 21:26 [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

  • 06.10.26 06:13 melissathomason573

    Professional Crypto Recovery Testimonial After losing a significant amount of cryptocurrency through a scam on Twitter, I was unsure whether my Bitcoin funds could ever be recovered. The experience was extremely stressful, particularly because I encountered several individuals and services claiming they could help recover my assets, only to discover that some were fraudulent themselves. A friend eventually referred me to CAPITAL CRYPTO RECOVER. Their team handled my case professionally, discreetly, and efficiently. With their assistance, I successfully recovered approximately $130,000 worth of USDT in just over a week. My experience taught me the importance of being extremely cautious when seeking cryptocurrency recovery services, as scammers often target victims a second time. I am grateful to CAPITAL CRYPTO RECOVER for the assistance I received and wanted to share my experience with others who may be facing a similar situation. If you’ve been compromised, don’t lose hope—and be careful of fraudsters posing as saviors. CAPITAL CRYPTO RECOVER are real professionals in crypto recovery. I am a living proof of their effectiveness, you can reach them through Phone (Call/WhatsApp): +1 (336) 390-6684 Email: [email protected] Alternate Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 06.10.26 06:13 melissathomason573

    Professional Crypto Recovery Testimonial After losing a significant amount of cryptocurrency through a scam on Twitter, I was unsure whether my Bitcoin funds could ever be recovered. The experience was extremely stressful, particularly because I encountered several individuals and services claiming they could help recover my assets, only to discover that some were fraudulent themselves. A friend eventually referred me to CAPITAL CRYPTO RECOVER. Their team handled my case professionally, discreetly, and efficiently. With their assistance, I successfully recovered approximately $130,000 worth of USDT in just over a week. My experience taught me the importance of being extremely cautious when seeking cryptocurrency recovery services, as scammers often target victims a second time. I am grateful to CAPITAL CRYPTO RECOVER for the assistance I received and wanted to share my experience with others who may be facing a similar situation. If you’ve been compromised, don’t lose hope—and be careful of fraudsters posing as saviors. CAPITAL CRYPTO RECOVER are real professionals in crypto recovery. I am a living proof of their effectiveness, you can reach them through Phone (Call/WhatsApp): +1 (336) 390-6684 Email: [email protected] Alternate Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 06.10.26 17:44 Darrell1717

    I fell victim of a scam I invested to total of 5thousand into. I know it could be risky but after I trusted this man I was dating online he lured me into investing with him. I know hard I worked of my money so I wanted every way possible to get it back. I really appreciate Blockrecoveryexpert for successfully recovered my funds form this scammer. This is all I can say. You can reachout if you ever need help contact blockrecoveryexpert (at) gmail (dot)com

  • 11.10.26 03:04 Patricia014

    Most recovery companies will take your money again. I personally think they’re the same set of people running all of them. It’s a sad, unending cycle, and so many people fall for cloned websites. The only recovery agent I know is Agent Rottgen Raphael. I’ve visited their physical company address, and they’ll tell you if they can handle your case instead of taking upfront payment when they know they can’t help. I highly appreciate their support in recovering my money from the scammers’ wallet within 24 hours. RottgenRaphael@Gmail. com

  • 12.10.26 19:34 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

  • 12.10.26 19:34 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

  • 13.10.26 14:14 lisalisa22

    Legitimate Cryptocurrency Recovery Services: Consult ZEUS CRYPTO RECOVERY SERVICES Zeus Crypto Recovery Services supports individuals exploring options after cryptocurrency losses from fraud, unauthorised transfers, or wallet access issues. Services may include blockchain analysis, wallet tracing, and evidence gathering for investigations. Each case is reviewed. Zeus Crypto Recovery Services is a trusted company with the highest success rate among cryptocurrency recovery services in 2025/2026 and is highly recommended if you have been scammed. ZEUS CRYPTO RECOVERY SERVICES handles case such as Scammed USDT Lost BTC, Coinbase Wallet Forgotten password, ETH and coins, etc. Anything that has to do with cryptocurrency or lost digital assets, ZEUS can help you Do you Need Help? Website https://zeusrecoveryservices.com Mailbox [email protected] WhatsApp number +447798816938 Telegram https://t.me/Zeuscryptorecoveryservices

  • 13.10.26 14:14 lisalisa22

    Legitimate Cryptocurrency Recovery Services: Consult ZEUS CRYPTO RECOVERY SERVICES Zeus Crypto Recovery Services supports individuals exploring options after cryptocurrency losses from fraud, unauthorised transfers, or wallet access issues. Services may include blockchain analysis, wallet tracing, and evidence gathering for investigations. Each case is reviewed. Zeus Crypto Recovery Services is a trusted company with the highest success rate among cryptocurrency recovery services in 2025/2026 and is highly recommended if you have been scammed. ZEUS CRYPTO RECOVERY SERVICES handles case such as Scammed USDT Lost BTC, Coinbase Wallet Forgotten password, ETH and coins, etc. Anything that has to do with cryptocurrency or lost digital assets, ZEUS can help you Do you Need Help? Website https://zeusrecoveryservices.com Mailbox [email protected] WhatsApp number +447798816938 Telegram https://t.me/Zeuscryptorecoveryservices

  • 17.10.26 12:58 melissathomason573

    Professional Crypto Recovery Testimonial After losing a significant amount of cryptocurrency through a scam on Twitter, I was unsure whether my Bitcoin funds could ever be recovered. The experience was extremely stressful, particularly because I encountered several individuals and services claiming they could help recover my assets, only to discover that some were fraudulent themselves. A friend eventually referred me to CAPITAL CRYPTO RECOVER. Their team handled my case professionally, discreetly, and efficiently. With their assistance, I successfully recovered approximately $130,000 worth of USDT in just over a week. My experience taught me the importance of being extremely cautious when seeking cryptocurrency recovery services, as scammers often target victims a second time. I am grateful to CAPITAL CRYPTO RECOVER for the assistance I received and wanted to share my experience with others who may be facing a similar situation. If you’ve been compromised, don’t lose hope—and be careful of fraudsters posing as saviors. CAPITAL CRYPTO RECOVER are real professionals in crypto recovery. I am a living proof of their effectiveness, you can reach them through Phone (Call/WhatsApp): +1 (336) 390-6684 Email: [email protected] Alternate Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 17.10.26 12:58 melissathomason573

    Professional Crypto Recovery Testimonial After losing a significant amount of cryptocurrency through a scam on Twitter, I was unsure whether my Bitcoin funds could ever be recovered. The experience was extremely stressful, particularly because I encountered several individuals and services claiming they could help recover my assets, only to discover that some were fraudulent themselves. A friend eventually referred me to CAPITAL CRYPTO RECOVER. Their team handled my case professionally, discreetly, and efficiently. With their assistance, I successfully recovered approximately $130,000 worth of USDT in just over a week. My experience taught me the importance of being extremely cautious when seeking cryptocurrency recovery services, as scammers often target victims a second time. I am grateful to CAPITAL CRYPTO RECOVER for the assistance I received and wanted to share my experience with others who may be facing a similar situation. If you’ve been compromised, don’t lose hope—and be careful of fraudsters posing as saviors. CAPITAL CRYPTO RECOVER are real professionals in crypto recovery. I am a living proof of their effectiveness, you can reach them through Phone (Call/WhatsApp): +1 (336) 390-6684 Email: [email protected] Alternate Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

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