SAMA TECHLY / AI & automation
What matters
Observe execution
Track errors, latency, cost and human intervention with logs that respect data privacy.
Test changes
Replay reference cases before changing a model, instruction or integration. Keep a rollback version.
Define ownership
Specify alerts, response ownership and maintenance scope. Service levels are defined in the project agreement.
Check in your context
Prepare the next step
- A real task example and its exceptions
- Current tools and available access
- Permitted data and the role of human review
- A baseline metric to assess outcomes
An explicit scope, documented rules and a validation protocol. Access and responsibilities are defined before launch.
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