SAMA TECHLY / AI & automation
What matters
Identify the source of truth
Define the authoritative system for each field and how conflicting updates are handled.
Secure exchanges
Use required permissions, protect secrets and limit transferred data to the actual need.
Plan recovery
Account for API limits, outages and duplicates. Recovery must preserve record consistency.
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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