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    seaglass
    Three data planes lead into two reasoning planes with overlapping pencil-drawn contours, then a lens and layered cobalt circles, all connected by a straight blue axis.

    What your AI misses matters as much as what it finds.

    Give your AI more evidence to automate your workflows.

    Use our expert-built AI library. Get custom deployment tailored to your business.

    Start with one workflow. Build from there.

    Discuss your projectExplore use cases
    A blue route descends through a deep valley in layered graphite sheets, while dashed lines skip across the gap above.

    One missing fact can change the conclusion.

    A confident answer with citations falls short if it misses facts that change the conclusion. It’s why impressive chat doesn’t translate into reliable automation.

    Workflows need the right evidence at every step, without someone constantly catching what the AI missed.

    We build primitives for reasoning recall, giving AI a map to find relevant evidence across your data.

    Explore the technology

    Our backgroundsMeet the team

    • Meta
    • Instagram
    • MIT
    • Columbia University

    Connected knowledge · Deeper evidence · Better reasoning · Reusable expertise · Workflow automation · Custom deployment

    Turn your data into a foundation for automated reasoning.

    1. Three progressively smaller lenses focus a broad field into an atomic unit.

      Atomize the
      reasoning

      Identify the atomic signal your workflows need and the protocol for gathering evidence.

    2. Four blue-shaded cells map evidence across a pencil-drawn grid, with extended lines and faint coordinate layers beneath.

      Map the
      evidence

      Extract evidence across your data sources, mapping it to each reasoning unit.

    3. An unstructured flowing surface resolves into a series of orderly folded bays.

      Structure
      knowledge

      Organize evidence into SQL-queryable relational knowledge graphs, linked to its original sources.

    4. One evidence sheet is selected and drawn forward from three organized channels.

      Retrieve
      decision evidence

      Query knowledge gradually, with protocols to expand retrieval based on the evidence needed.

    Don’t make AI rediscover the evidence with every question.

    Discuss your project

    WORKFLOWS

    Put your business knowledge to work.

    Automate the research behind growth, investment and operational decisions.

    • Understand the opportunity

      Bring together company, customer and market evidence to inform your next move.

    • Build on past decisions

      Find relevant work, the reasoning behind it and what happened next.

    • Track what matters

      Follow changes in companies and markets, and trigger follow-up when your criteria are met.

    • Prepare for the review

      Bring current data, supporting evidence and analysis into recurring business reports.

    Bring us your workflow

    We’ll tailor the research and automation to your business.

    Discuss your project