A production-ready 4-in-1 FastAPI backend bundle built for developers and automation agencies. Deploy AI-powered meeting intelligence, social automation, review analytics, and marketing copy generation — all from a single codebase.
Every module is a standalone FastAPI service — plug into any stack, deploy independently, or run them all together as a unified AI backend.
main.py — Whisper transcription + Claude Fable 5 intelligence
social_uploader.py — LinkedIn, X, and Telegram automation
review_analyzer.py — Sentiment analysis & brand monitoring
copywriter_generator.py — AIDA & PAS framework generation
Automate your content distribution across the most important professional and social channels. The social_uploader.py module generates platform-optimized posts and publishes them directly — no manual copy-pasting.
Aggregate, analyze, and respond to customer reviews at scale. The review_analyzer.py module uses sentiment analysis to classify feedback, flag urgent issues, and surface trends — giving your clients a real‑time pulse on brand perception.
Positive, neutral, negative scoring
Surface critical reviews immediately
Track sentiment over time
Contextual reply drafts
Every dependency is production-tested, well-documented, and actively maintained. This codebase is designed to be extended, not just deployed.
Modern async support, strict type hints, and a mature enterprise ecosystem.
Async REST framework with auto-generated Swagger UI and interactive OpenAPI docs.
Whisper infrastructure for enterprise transcription, alongside the flagship GPT-5.6 Sol and Terra models for high-stakes analysis tasks.
State-of-the-art reasoning (Fable 5 / Opus 5) for complex agentic workflows, long-horizon meeting summaries, and advanced data extraction.
Fully independent deployable services
LinkedIn, X, Telegram
AIDA & PAS copywriting
Single purchase, unlimited deployments
Input validation, error handling, logging, and structured responses included out of the box.
FastAPI's built-in Swagger UI and ReDoc — your API is documented the moment you run it.
Clean architecture with modular design. Add new platforms, models, or features without breaking existing code.
One purchase. Deploy for yourself or resell to unlimited clients. No recurring licensing fees.
Instant access to the complete Ultimate AI Business Intelligence & Marketing Automation Suite — all four modules, full source code, setup documentation, and API specs. No subscriptions. No restrictions.
Get the full codebase immediately
100% yours — modify, extend, resell
README, API specs, deployment guide