Totals and arithmetic
Check calculations, required totals and relationships between extracted values.
DETERMINISTIC VALIDATION
AI extracts. MicroExtract validates.
The validation layer is designed to check critical output against explicit business rules, references and cross-field logic before trusted records move downstream.
Identifiers and master data
Validate required identifiers against configured patterns or reference sources.
Mandatory conditions
Require fields, flag inconsistent states and route exceptions for review.
What does deterministic validation mean?
It means the acceptance decision is based on explicit logic that can be tested and repeated, rather than relying solely on a probabilistic AI response.
Built for explainable business checks.
Validation rules should be visible, configurable and tied to the business process they protect.
- Cross-field consistency checks
- Required-field checks
- Numeric range and arithmetic validation
- Identifier and format checks
- Reference-data lookups where integrated
- Exception routing for records that require human review
Bring us your document workflow.
Tell us the document type, volume, validation requirements and target system. We will map the right MicroExtract implementation approach.