Big Brain
Multi-agent orchestration system coordinating seven specialist AI agents — handling research, outreach, content creation, and reporting through a single intelligent router.
The problem
The Challenge
A digital agency drowning in context-switching. Every task required jumping between tools, and AI assistants were limited to single-use conversations with no memory or coordination.
- •Constant switching between tools and platforms
- •ChatGPT useful for one-offs but no persistent memory
- •No coordination between different AI tasks
- •Needed specialists that talk to each other
The build
The Solution
A Python/FastAPI orchestration layer with pgvector for persistent context. One orchestrator agent routes incoming tasks to seven specialist sub-agents — each with defined capabilities, memory, and escalation paths. A voice interface via Vapi allows natural-language task delegation.
The outcome
The Results
Seven always-available specialist agents coordinated by one orchestrator. The system gets smarter with every interaction.
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