Supplier specification workflow / Cleveland
A manufacturer needs material, tolerance and revision details captured before procurement begins.
What we can take on
Extract fields from supplied documents and flag inconsistencies for review.
AI and application engineers build the data and user workflow; QA evaluates failure cases; your domain reviewer sets what counts as a useful and acceptable response.
Where we test the limits
Test unit conversions, revised requirements and unavailable supplier responses. Include uncertain outputs, unsupported answers and source permissions in the evaluation.
Representative evaluation cases, source and access checks, visible failure handling and a user workflow that still works when the model cannot answer.