An agentic second brain wired to the business
An agentic platform on a dedicated private server, wired to the business data lake and live API, with a collaborating data-agent trio.
- Extractor / Data Analyst / Reviewer trio (schema-aware query to verified answer)
- Sourced RAG (embeddings) + data graph + SQL, rule: no source, no answer
- Nightly site crawl with change detection, Gmail reply drafts in your tone
- No-auto-send guardrail, orchestrated refreshes and health checks
The platform is orchestrated with Claude Code, the tool covered end to end in our Claude & Claude Code training.
Tech Stack
The challenge
Member replies and business figures lived across several tools: slow to check, impossible to query with a single question, and risky to answer without the real account status.
Result
An on-demand data scientist and a member-reply assistant, on real data, under human control end to end.
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