Nexus

Strategy intelligence,
automatically.

Upload your documents, set your objective, and get a complete strategic brief from 7 parallel AI agents — in under 30 seconds.

⚡

7 Parallel Analysis ChainsLangChain LCEL RunnableParallel — all 7 agents run simultaneously for maximum speed.

🧠

Document-Grounded IntelligencePinecone vector store with RAG — every analysis is grounded in your actual documents.

✅

Structured JSON OutputPydantic v2-validated output for every chain — clean, parseable, API-ready.

$ nexus analyze --objective "APAC expansion"
→ embedding 4 documents into Pinecone
→ launching RunnableParallel (7 chains)
  [1/7] executive_summary … done (4.2s)
  [2/7] market_analysis … done (5.8s)
  [7/7] weakness_review … done (6.1s)
✓ aggregation complete — 18.4s total

7×

Parallel Chains

<30s

Full Report

100%

Structured JSON

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Strategy intelligence,automatically.

Strategy intelligence,
automatically.