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AI Backend Platform·2024 – Present

Fig AI

Multi-agent business intelligence for SaaS operators.

Production-grade AI backend powering a multi-tenant conversational analytics platform. Natural language querying of operational data (bookings, revenue, leads) through 7 specialized LangGraph agents, GPT-4o, encrypted OAuth vaults, and a Celery-scheduled intelligence report pipeline.

Fi

Tech Stack

Python 3.12FastAPILangGraph 0.6GPT-4oMongoDBRedisGCP GKECeleryLangSmith

Key Highlights

Architected a 7-agent LangGraph graph that routes natural-language queries to the correct analytics domain with <2 s median latency.

Built encrypted OAuth vault so each tenant's credentials are isolated at rest — zero cross-tenant data leakage.

Designed a Celery + Redis pipeline that generates and emails weekly AI intelligence reports to 40+ tenants automatically.

Integrated LangSmith for full LLM trace observability — visibility into every agent decision in production.

Deployed on GCP GKE with horizontal pod autoscaling, sustaining burst load without manual intervention.

Screenshots

Main dashboard

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Detail view

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Mobile responsive

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Screenshots will be added soon. Drop images into /public/projects/fig-ai/