Tickler: The Lease Agent That Never Forgets A Deadline And Proves Every Answer

Описание и применение

Tickler автоматически извлекает сроки из договоров аренды, подтверждает каждый факт ссылкой на исходное предложение, планирует надёжные напоминания и готовит письма‑уведомления с цитатами, снижая риск пропуска сроков.

Задача

Small landlords and tenants lack automated tools to reliably extract and act on lease deadlines, risking missed renewal windows or penalties.

Результат

Tickler reliably extracts lease deadlines, proves each fact with source sentences, schedules durable reminders that survive crashes, and drafts notice letters with citations, reducing missed deadlines and penalties for small landlords and tenants.

Рабочий процесс

• Upload a lease PDF
• Model extracts clauses, fields, and deadlines
• TypeScript verifies each quote against the source page
• Human reviews and approves facts
• Temporal schedules 90, 30, and 7‑day reminders
• Watcher agent triggers alerts or escalates to Drafter
• Drafter writes notice letter citing source sentences
• Human approves and sends letter

Доказательства

Tickler runs on a different rule: an answer exists only if it can point to the sentence it came from.

Источник

Every extracted fact must carry a quote and a page. A few lines of TypeScript verify the quote appears word for word on that page.

Источник

Temporal workflows sleep 90, 30, and 7 days before every deadline. Kill the process, restart the machine, the timer still fires.

Источник