An evidence-preserving pipeline
Set up agreed document intake, classification, extraction and version references. Track failed or incomplete processing and retain page or section citations where the source format permits.
DOCUMENT COLLECTIONS INTO REVIEWABLE EVIDENCE
Find the detail. Keep the source.
A useful document pipeline does more than extract text. It helps your team see which documents are present, where statements came from, what conflicts and what still needs professional review.
Discuss a document pipelineTHE BUSINESS NEED
Make a complex file easier to investigate.
Contracts, plans, permits and technical reports often describe the same asset in different ways. Missing pages, outdated versions and inconsistent references can make a summary misleading. We design processing around the evidence your reviewers need, not just the fields a model can extract.
Agent-assisted steps can classify documents, retrieve relevant passages and prepare a structured draft. Deterministic validation and reviewer checkpoints keep source locations, uncertainty and unresolved questions visible in the resulting report.
What an engagement can deliver
A review workspace and report
Organise extracted facts, discrepancies and missing evidence for the intended reviewers. Deliver a report structure suited to legal, architectural or operational questions, with links back to supporting material.
An evaluated operating process
Test representative documents and known edge cases with your reviewers. Define acceptance, corrections, access and retention, then prepare training, rollout and an agreed maintenance and support process.
Scope and responsibilities
Source quality, document formats and language support are assessed during discovery. Extraction and model-generated drafts can contain errors; qualified reviewers retain responsibility for legal, architectural and other professional conclusions. Hosting, data handling, retention and any external model processing are agreed for the engagement. The public demo contains invented documents and has no upload function.
Which part of your business should work better?
Start with the challenge. We will help identify the right next step.