AI Production Diagnostic
What work should we actually do?
Find out what work is actually justified before committing to training, evaluation or certification.
Typical term · 2–3 weeks
For whom
Enterprise teams that have an AI system, AI initiative or production requirement but need to determine the actual work required.
When
Before committing to training, evaluation or certification work.
You provide
- AI or system context
- Intended use
- Requirements
- Existing evidence
In the package
- Production discovery
- System and use definition
- Evidence review
- Work requirement analysis
- Production blueprint
- Recommended scope
You receive
AI Production Blueprint
Who performs
Expertluma production and domain personnel appropriate to the engagement.
Quality
Defined scope, evidence requirements and review gates. Missing evidence stays missing. Observation is not a quota.
Boundary
There is no separate Prepare AI package. Preparation is determined by this diagnostic.
What this is not
- Not a generic AI consultation
- Not a quota of annotation hours
- Not a platform tour
- Not a decision to put the AI into production