Invoices and order records
Read relevant fields, compare records, and present mismatches for review. Approved system access determines the integration path.
Read the paperwork, identify what matters, and check it against your requirements. Give your team prepared information and clear exceptions, with the source still attached.
$2,500 pilotTwo weeksUSD. Production scoped separately.
Choose this when documents arrive in different formats and someone has to read, re-enter, match, or check them before the next step can begin.
Document automation starts before extraction and continues after it. Files need to reach the right account or period; extracted information needs checking; unclear fields need review. We design the whole preparation workflow, rather than treating a readable PDF as a finished business record.
Read relevant fields, compare records, and present mismatches for review. Approved system access determines the integration path.
Identify incoming files, organize them against a checklist, and connect completeness checks with follow-ups.
Prepare a packet, check maintained requirements, and route information the rules cannot confirm to a biller.
These interactive examples use sample data. They illustrate behavior; project outcomes are shown separately below.
Inspect the sample mismatch and its source. The example illustrates review behavior; its amounts and counts are fictional.
One price difference needs a person.
($6.20 − $5.20) × 120 = $120 to review.
The original document and PO stay attached. No price is changed or approved automatically.
Routine matches move on. Exceptions stay visible.
Try the sample document-arrival interaction to see how a checklist changes. It uses synthetic information.
Source: Sample billing checklist · rule 03
“Attach the signed encounter note before routing this packet for biller review.”
Request the signed note from the practice. Keep the packet on hold.
Document preparation only. No coding or claim submission.
These are reported outcomes from delivered projects. Client names are confidential; outcomes are specific to each project.
A three-day backlog became a same-day routine.
Documents are read and prepared on arrival. Only exceptions reach a person.
Read the project detailsChecks, approval points, and recovery behavior are part of the design.
OCR and structured field extraction can prepare information from document inputs. Deterministic validation rules handle explicit requirements and comparisons; a review queue handles anything those rules cannot confirm. Production design covers access permissions, audit logs, rule maintenance, and processing failures.
A complete-looking packet is not a guarantee that a claim, payment, or legal decision should proceed. Define what preparation confirms and who owns the next action. The billing example keeps validation and submission responsibilities with staff; the legal example supports source-backed search rather than independent legal advice.
Read the document workflow guideUse representative material to check whether prepared information and a review queue give your team a better starting point.
What we could improve togetherCombine document intake, extraction, validation, exception preparation, and related follow-ups as useful for your operation. We agree on priorities and deliverables together.
We agree on success criteria before building, then document the results, limitations, and recommended next steps. No promised savings or obligation to proceed to production.
The pilot can cover related workflows and improvements. We agree on priorities and deliverables together to fit the two-week engagement.
Production hosting, monitoring, incident response, maintenance, and ongoing improvements are agreed and quoted separately. The pilot includes source code, documentation, and recommended next steps.
For businesses in the US, Canada, the UK, Europe, and Australia. We agree on time-zone overlap, hosting, access, and data requirements before work begins.
See delivery, ownership, and supportIt combines reading and extracting information with steps such as matching files, validating fields, and preparing exceptions. The useful business outcome is checked information ready for the next person or system, not extraction alone.
Yes. Existing workflows include client-document collection, healthcare billing preparation, manuscript checks, and private document search. We agree on the related workflows and improvements that fit the engagement.
The workflow should make that an exception for a person, with the source and reason available. We test unclear inputs and missing information alongside normal cases.
Yes. Use synthetic or de-identified examples for an initial demonstration. Access, retention, hosting, vendor requirements, and any compliance work are agreed before sensitive data is connected.
Tell us what is stuck. We will assess whether it is practical to solve and explain the most sensible next step.
Detailed workflow mapping, technical design, and implementation begin with a paid engagement.
We will read your description and reply within one business day.