AI-Verified Strategic Intelligence
Verify AI-generated strategic assessments against your document corpus. Catch fabricated deals, wrong figures, and invented regulations before they reach the briefing.
AI Doesn't Know What It Doesn't Know
LLMs confidently generate plausible-sounding strategic assessments — wrong investment figures, fabricated partnerships, misattributed policies. In strategic intelligence, a single wrong figure can cascade into flawed investment and policy recommendations.
See how Nucleus catches AI hallucinations
Chat with any AI provider. Nucleus saves every conversation and verifies it against your knowledge base.
Built for this
Multi-Source Ingestion
Index reports, briefings, policy docs, and open-source intelligence.
Entity & Relationship Graph
Auto-extract organizations, investments, partnerships, and regulatory bodies.
Graph-Enhanced Search
Query by entity relationships via Neo4j.
External Database Integration
Connect structured databases alongside document search.
MCP Connector
Expose your intelligence KB to any AI agent via secure OAuth.
Ready to ground your AI in truth?
Join teams using Nucleus to eliminate hallucinations and build AI systems they can trust.