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The Traphiclights architecture for AI ROI

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We see the journey as:

1. Define the outcome

What business result are we trying to achieve?


2. Design the process

What should the AI actually do?


3. Assign the right model

What is the minimum capability required for each task?


4. Define adherence

What behaviour is expected from the agent?


5. Set operating boundaries

How many calls, retries, tools and actions are permitted?


6. Measure actual behaviour

What did the agent really do?


7. Measure cost

What did it cost to complete the task?


8. Measure the outcome

What business value was created?


9. Continuously optimise

Can the process, model or architecture be changed to improve the cost to outcome ratio?

Traphiclights
The AI Operational Core. The operating layer that configures, governs and connects the AI your business uses.
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