Work & examples
Explore a working browser demonstration and a sample assessment before discussing your own process.
Explore the approach
Working demo · synthetic inputs
Correct a missing amount, reject a duplicate, and approve a simulated record. See how exception handling changes the outcome.
Try the working example →Illustrative deliverable
See the workflow map, options, risks, acceptance checks, and pilot decision in a sample report. Download the editable template without sharing an email.
Read the sample assessment →These are synthetic examples. They demonstrate the approach and do not claim client adoption or measured savings.
Illustrative architecture
Approved sources → permission-aware retrieval → answer with sources → quality review. The first pilot needs unsupported-answer and denied-access cases, a maintained evaluation set, and a source owner.
Read the architecture guide →A system pattern, not a deployed client case.
Prototype archive
An earlier experiment used document extraction, temporary lexical retrieval, and context-constrained generation. Its public upload path was retired because its session and data-handling limitations were unsuitable for production.
Review the technical record →Client results will be added when measurements, supporting artifacts, and publication permission are available. No client performance claims are made for these examples.
Discuss your workflow