The Context Engineturns your organization’s collective experience into governed, AI-ready intelligence.

Companies’ data and operations are not structured for AI. Found gets you there without restructuring your company.

  1. The tools you already run

    Pricing, supply chain, contract integrity, forecasting — on Claude, ChatGPT or Gemini. Whichever you standardised on, it stays.

    • Claude
    • ChatGPT
    • Gemini
    • Slack
    • Teams
    • Google Workspace
    • Outlook
    • Genie
    • + More

  2. Your first-party data & IP

    The systems of record, where they already sit. Connected, not copied — and yours before Found arrived.

    • Databricks
    • Snowflake
    • AWS
    • Azure
    • GCP
    • + More

  3. Your Context Engine

    Your tribal knowledge, your frameworks, your relationships, your decisions. The layer that makes everything above it specific to you.

Found partners with you, building your unique Context Engine.

We record the workflow end to end — the systems it crosses, the handoffs, the exceptions nobody wrote down. What comes back is what's slipping, in dollars, and one of them already written up for your team to approve.

CaptureA recorder runs while your team works. Every step, every system, every wait — as it actually happens, not as the SOP says it does.
EncodeThe run laid out end to end: five steps, four systems, two manual re-entries, and an invoice that went out with the carveout missed.
MapThe same run as typed nodes the engine can reason over — and the leak surfaced as one of them.

Data pulled from the platforms and infrastructure you already run

Every system that holds your records, and every tool your team works in. All of it connected, all of it read in place — never copied.

The connections your systems don’t store.

Records live in rows. The relationships between them — which contract governs which lane, which exception got approved and why — live in the graph. It gets denser every time the Engine runs.

  • Claude
  • Gmail
  • Databricks
  • Slack
  • Salesforce
  • Dropbox
  • Microsoft Teams
  • HubSpot
  • Google Drive
  • Microsoft Outlook
  • Jira
  • Notion

The three captured frames break apart and reconnect as the systems Found reads, which then form the context graph — the relationships between records, with Found at the centre.

Your data stays secure. It never trains a model, ours or anyone's.

Your definitions, your relationships and your decision history accumulate inside an engine you own. Swap the model underneath and none of it transfers — the asset stays on your side of the line.

  • Your environment

    In your private VPC or on-prem. Isolated, and never trains public models.

  • Encrypted end to end

    SOC 2 Type II, with encryption at rest and in transit throughout.

  • A human decides

    The worklist goes to a person. Nothing acts until they approve it.

Start with one workflow. See what it's costing you.