SAMA TECHLY / AI & automation
What matters
Map the work
Observe tasks, exceptions and human decisions. A rarely used or unstable process often needs a different approach to automation.
Check feasibility
Inventory data, access and APIs. Privacy and dependencies on existing software shape the scope as much as the AI model.
Prioritise a pilot
Compare effort, usefulness and risk. Define a baseline and an acceptance criterion before selecting the first project.
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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