AI creates value when it answers the right need.

Using a model is not the same as building a useful system. We consider the task, the data, the people and human oversight together.

What we can work towards

  • Use cases and a requirements map
  • Criteria for selecting models and tools
  • Prototype, integration plan and acceptance scenarios
  • Human approval, access and record requirements

Where to begin

Internal knowledge access and assistant experiences

Applications that help professionals prepare decisions

Agent workflows using multiple tools and explicit oversight

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