The analytics engine for high-stakes decisions
Superthink AI is a focused engineering company building decision-grade AI analytics across two domains — crosswalking federal practice against commercial best practice, and giving commercial teams clear, comparative analysis they can act on.
Our approach
We build one core capability — reading complex records and turning them into deep, visual, comparative analytics — and apply it where decisions carry the most weight. Four products prove it today, each an application of the same engine, not four separate companies.
Insurance is where we proved the model first. Our product, PolicyLens, compares carrier policies, decodes guarantees, answers analytical questions, and drafts recommendations.
For federal decision-makers, that same engine becomes CLEAR, which crosswalks DoD cost-accounting requirements (CAS, DFARS) to their commercial equivalents (GAAP, SOX, COSO) and derives, per supplier, what an auditor can rely on instead of re-verifying — and Proposal Intelligence, which aggregates federal contracting data into a searchable knowledge graph for business-development teams, and TRACE, which crosswalks aspirational autonomy language into testable, contractible requirements. All are built for controlled, air-gappable environments from the start.
We're small, technical, and deliberate. We'd rather ship one tool that holds up under scrutiny than ten that only work in a demo — because the decisions we support are ones people have to defend.
Where the engine goes to work
Federal · CLEAR, TRACE & Proposal Intelligence
Crosswalk federal practice to commercial best practice for audit reliance, turn aspirational autonomy language into testable requirements, and map the procurement landscape across acquisition and business-development domains.
Commercial · PolicyLens
Decision-grade analytics for insurance agents — side-by-side policy comparison, regulatory analysis, and client-ready recommendations in seconds.
How we build
Frontier LLMs
Built on the latest Claude models for extraction, reasoning, and generation — with careful prompting and grounding, not black-box guesses.
Document pipelines
Robust PDF and spreadsheet ingestion with table extraction, full-text pre-scanning, and retrieval over vector-indexed content.
Structured extraction
Schema-driven extraction turns unstructured records and reports into typed, comparable data a decision-maker can trust.
Deploy-anywhere
Architected for controlled and air-gappable environments, keeping sensitive federal and regulated commercial data where it belongs.
Let's build something defensible
Federal or commercial — whether you're a client, partner, or collaborator, reach out and see what Superthink AI can do.
Contact us