Engineering signals
- Workflow fitWhere automation earns its keep, and where a rule beats a model.…
- Data realityWhether the data exists, is clean, and is allowed to be used at all.…
- Failure evaluationQuality against real tasks, not benchmarks, before anything ships.…
- System integrationOutputs wired into systems that change decisions, not dashboards.…
- Human fallbackA person in the loop where errors are costly or irreversible.…
Common assumption
Drag to reveal moreA working model is not a working system
The real cost is what breaks after the demo