AI Integration & Product Enhancement: Add useful AI to software you already run.
Assess your data and user task, then design an AI capability that fits the existing application.
ForProduct teams adding a specific AI feature to an existing application.
Document extraction with visible sources
Dear team, please find the updated agreement for Supply partner. The revised terms take effect on 1 March. Deliveries will continue to Warehouse 3. Please contact us with any questions.
Start with a defined use case.
Consider in-app assistance, knowledge search, document extraction, summaries, voice or transcription where they address a real task.
What the engagement can include
- Use-case and data assessment
- A prototype
- Application and UI integration
- Evaluation on representative examples
- Permission boundaries
- Fallback behaviour and cost visibility
Put answers in context.
Help the user inspect the source, understand uncertainty and take the next action inside the product’s existing workflow.
Roll out with evidence.
Agree the evaluation criteria, operating controls and monitoring before broadening availability.
How the work moves
Define the scope
Agree acceptance criteria
Build and review increments
Validate and release
Questions
No. Data quality, access and task definition are assessed before recommending an approach.
Add useful AI to software you already run.
Assess your data and user task, then design an AI capability that fits the existing application.