SAMA TECHLY / KNOWLEDGE
What matters
Investment
Include scoping, integrations, testing and training. Unavailable access or data preparation may change the effort.
Operations
Include platform, model, hosting, monitoring and intervention. Cost per task should include retries and approvals.
Measurement
Compare net time saved and achieved quality. Freed capacity is not automatically an accounting saving.
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.