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Research

Notes

Short, practical notes from how we work: one question, one practice you can apply.

All notes

Topic

Note · Acceptance

Agree the test before the build

Define the outcome, evaluation examples, acceptance measure, and human approver before building an AI workflow with Sophrono and your operating team.

· 5 min read

Note · Operations

Choosing an AI implementation partner

The questions to bring to any AI implementation conversation: acceptance, ownership, model choice, human approval, and data handling.

Note · Human approval

Design the human approval point

Give governed AI workflows a clear approval owner, explicit action boundaries, and review evidence before they connect to your business systems and records.

· 5 min read

Note · Economics

Measure cost per accepted outcome

Compare the cost of an AI workflow against the outcomes your team accepts, including review effort, evaluation conditions, and the scope of the measurement.

· 5 min read

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