Quality · interactive business demo
Certificate and COA Quality Validation
Turn certificates into structured quality data with reviewable checks.
Business pain point
Why this workflow creates friction
Certificates and COAs can contain dense technical values, dates, units and specifications. One critical value can matter more than a high overall extraction score.
Practical approach
How we would resolve it
MicroExtract captures the agreed quality fields, normalises dates and values, applies configured checks and surfaces the out-of-range or uncertain item with its source context.
Workflow
What happens step by step
- Receive certificate
- Extract quality fields
- Normalise values
- Apply checks
- Review exception
Business outcome
What the team gains
- Structured certificate records
- Faster exception-focused review
- Better traceability from source to result
Human control
The demo does not make a regulatory or release decision. The appointed quality reviewer remains responsible.
Apply this to your workflow
Bring us the real process, documents and review points.
Micro AI Agency can assess the workflow, identify measurable friction, define the human checkpoints and scope a practical pilot around the systems your team already uses.