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LoopCompound™ · Build · Steer · Compound

Use cases

Each workflow is a wedge into your learning loop — engineering, GTM, finance, and ops contexts that compound with private evals on recall and workflow lift, not public benchmark leaderboards.

Methodology · LoopCompound™

Build · Steer · Compound

Each workflow is a wedge into one or more loops — engineering and GTM for Build, memory recall for Steer, private evals for Compound.

  • ~minutes · Agentic execution

    Build Loop

    Governed autonomy — agents iterate on real operational facts, not sandbox prompts.

  • ~hours · Developer steering

    Steer Loop

    Context advantage — owners steer with dashboards and memory, not QA ticket farming.

  • ~days–weeks · Firm compounding

    Compound Loop

    Firm IQ compounds — prove workflow lift from real usage before you scale agent spend.

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