CIO questions · Strategy, ROI & sovereignty
Why don't AI pilots scale?
The short answer
Because proving that a model can answer well is different from operating an enterprise capability. Production requires integration, ownership, security, evaluation, observability, exception handling, fallback, cost control, SLAs, governance and continuous operations.
How to decide
- A pilot proves the model answers
- Production operates a capability: integration, ownership, security, evaluation
- Plus observability, exceptions, fallback, cost, SLA and operations
The Onni principle
A demo is a model. Production is a capability.
The architecture behind it
- Pilot
- Capability
- Integration
- Operations