Invoices, claims, contracts, KYC packs — we design and run document AI pipelines that turn paperwork into validated, structured data flowing straight into the systems you already use.
PDFs, scans, photos, email attachments.
Confidence scores with humans in the loop.
Routed, approved and delivered to your systems.
From the first document audit to pipelines running in production, we handle intelligent document processing end to end — with accuracy you can measure and humans in the loop only where it counts.
We map your document types, volumes and downstream systems — and find where automation pays off first.
Field-level schemas, classification and routing built on LangParse — our own document intelligence platform.
Confidence thresholds, review queues and approval flows — so people check only what actually needs checking.
Validated data delivered into Xero, ERPs, databases and APIs — via webhooks, S3, SQS/SNS or direct integration.
Monitoring, accuracy measurement and continuous tuning — pipelines that keep working as your documents change.
A structured path from "our team re-types everything" to a measured, monitored document pipeline — without betting the business on a big-bang project.
We audit your document types, volumes, edge cases and the systems the data needs to reach.
Schemas, classification, routing and validation rules — designed around how your business actually works.
A working pipeline on your real documents, with accuracy measured field by field — in days, not months.
Integrated, monitored and human-in-the-loop where it matters — with accuracy tracked continuously.
We don't just consult on document AI — we built our own platform for it. LangParse turns any document into validated, structured data, with confidence scores, human review and workflow built in.
Anywhere documents arrive faster than people can process them, there's a pipeline worth building. These are the ones we see most.
Invoices arrive by email, get extracted, validated and coded — and land in Xero or your ERP without re-typing.
ID documents, bank statements and application packs extracted and verified as part of the onboarding journey.
Bills of lading, customs forms, PODs and manifests digitised and matched against orders automatically.
Claims packs, assessments and supporting evidence extracted, classified and routed to the right assessor.
Key terms, dates, parties and obligations pulled from contracts into searchable, structured records.
Shared inboxes and paper forms turned into structured queues — triaged, extracted and actioned automatically.
Plays nicely with the stack you already run.