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AI Software Development: Is AI the Right Tool?

An AI-enabled application is still a software product. People need a clear way to start a task, understand what they see, and decide what to do next.

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Cognativ builds AI-enabled software around a defined user task: who uses it, and the decision it supports. We define the application before selecting the technology, starting with a bounded first release: the users, the inputs, the outputs, and the review path.

Then we ask whether AI is the right technique. Sometimes search, rules, or a simple form does the job better.

We design for review: the input and the suggestion side by side, so the person responsible can accept, edit, reject, or escalate. And we test realistic cases, not just the easy path. A demo is not a release decision.

Chapters

  1. Still a software product, built around a user task
  2. Define the application, then choose the technique
  3. Design for review and test realistic cases

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