Measure the full cost of operating software and AI
Retain hosting, providers, licenses, support, labor, hardware and recovery costs with currencies and recurrence.
Capture direct cost
- Record incurred dates, amount, currency and evidence.
- Keep unknown cost separate from a real zero.
Preserve recurrence
- Identify one-time, weekly, monthly and annual charges.
- Avoid combining currencies without an explicit conversion source and date.
Compare honestly
- Include review, exceptions, support and recovery.
- Freed capacity is not automatically cash savings.
Keep the evidence connected
The Operations Assurance Studio retains workflow identity, delivery context, operating observations and the next decision. It does not certify uptime, prove causation or authorize an external action.