AIL Framework is a production-grade threat intelligence platform for collecting, processing, and analysing unstructured information leaks, with a strong focus on dark web, chat, and forum monitoring. The codebase implements a full pipeline: importers/feeders (Telegram, Discord, Matrix, forums, crawlers), Redis-backed queues, modular analysis workers (regex extraction, OCR, image similarity, language detection, YARA matching, credential/crypto/PGP detection), and a Flask web application with role-based access, REST APIs, dashboards, and investigation workflows. It exposes rich object models for items, messages, domains, users, CVEs, images, PDFs, and more, all linked through correlation and relationship engines. External integrations include MISP import/export, TheHive case creation, Meilisearch full-text search, passive DNS/SSH services, and AIL-to-AIL instance synchronisation over WebSockets.