I will build a multi agent ai system for business workflow automation

Most AI freelancers give you a single chatbot. I build systems where multiple AI agents work together each with a defined role, passing structured data to the next, with validation and fallback logic built in.

I have shipped production multi-agent systems including:

- A multi-role AI ticketing assistant using RAG, pgvector, cosine similarity, and AWS Bedrock with verifiable citations based on user permissions

- SEO-Agentica, a 4-agent autonomous pipeline (Auditor, Semantic, Copywriter, Supervisor) running on local LLMs with constrained decoding and real-time SSE streaming

- Validex, an API contract validator using RAG pipelines and isolated Docker containers for safe test execution

What I can build for you:

- Multi-agent workflows for document processing, data extraction, or decision automation

- RAG-powered agents that retrieve from your own data sources

- Supervisor/validator agents that check and correct other agent outputs

- Agents connected to tools, APIs, or databases

- Real-time streaming pipelines with structured outputs

I write the orchestration logic myself using FastAPI and Pydantic v2. No black-box frameworks.