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AI & data Perspective / 06

Give AI a defined job before a bigger role.

Build the first experiment around a specific workflow, usable data and a review step.

The Rajasri context

Rajasri’s AI offering includes cognitive-service integration, analytics, automation and rapid prototypes. The project portfolio includes AI-assisted photo management using Azure services and a PowerApps portal.

A focused pilot is easier to assess than a broad promise of intelligence. Define the input, the expected output and the person responsible for reviewing exceptions. Success should be judged against the task the workflow is meant to improve.

  1. Set a narrow outcome

    Choose one task with a clear definition of an acceptable result. Write down the current process so the pilot has a meaningful comparison.

  2. Check data and access

    Identify who owns the source data, who may access it and what information the workflow actually needs. Use representative examples for evaluation.

  3. Keep a review path

    Decide how uncertain or incorrect results reach a person. Record corrections and review performance before extending the workflow to more users.

A question for your team

What result would justify continuing the pilot, and what result would stop it?

Context: Rajasri’s service catalog. The planning guidance above is an editorial perspective, not a reported project outcome.

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