AI & report review — SCHEMATIC. Report evidence. Check the fields → Connect the context → Verify the facts.
Schematic illustration. It shows a check path, not actual project evidence or a compliance result.

Read the diagram

  1. Check the fields

    Rules can check agreed fields and deterministic relationships.

  2. Connect the context

    Models can suggest questions across text and images for review.

  3. Verify the facts

    The responsible person verifies observations and retains accountability.

01

Layer 1: deterministic rules

Check required fields, quantity logic, AQL, section completeness, photo counts, identifiers, dates and revisions.

02

Layer 2: model assistance

Compare request, instruction, data, photos and conclusion, locate contradictions and suggest corrections; insufficient evidence is escalated.

03

Layer 3: human accountability

The inspector confirms field facts, the service manager reviews and escalates, and the technical manager resolves technical issues with a full audit trail.

Use note

This article supports service and quality decisions but does not replace a formal opinion for a specific product, country or order.