Turn documents into data you can use
Stop re-keying invoices, forms, and contracts by hand. We build pipelines that read your documents in any layout and any quality, extract clean, structured fields, and push them straight into your systems.
The least certain reading is marked, not guessed. That is the whole difference.
AI Integration & Development
Someone is reading documents so your systems don't have to
Every invoice keyed by hand, every form retyped into a database, every contract skimmed for one date. It's slow, it's error-prone, and it only scales by hiring. Document intelligence reads all of it, turns it into clean data, and leaves your team checking the edges instead of typing the middle.
This is a long way from brittle old OCR. It understands the document, so it works on layouts it has never seen.
Read, structure, check, and hand off
Reads like a person
It reads messy, real-world documents: scans, phone photos, and layouts it has never seen before.
Outputs clean data
Every document becomes structured, validated fields your systems can actually use.
Keeps a human in the loop
Low-confidence fields are flagged for a quick review, so accuracy never depends on blind trust.
The paperwork that piles up
Invoices & receipts
Line items, totals, tax, vendor, and dates, all matched to your POs.
Contracts & forms
Key terms, dates, parties, and clauses pulled and made searchable.
IDs & applications
Structured intake from forms, applications, and identity documents.
Emails & attachments
The data buried in the inbox, extracted, classified, and routed.
A pipeline that earns its keep
Each step exists because the one before it can't do the job alone. Extraction without classification treats every document the same way. Classification without validation passes on figures nobody checked. And validated data that never reaches your systems is still being retyped by somebody.
- 01Extracts fields from any layout, with no rigid templates to maintain
- 02Classifies documents so each one is handled the right way
- 03Validates against your rules and flags what doesn't add up
- 04Matches documents to records: POs, contracts, customers
- 05Makes every extracted document searchable after the fact
- 06Exports clean data to your ERP, CRM, or database
From inbox to database in four steps
Ingest
Documents arrive by upload, email, scan, or API, in any format and any quality.
Extract
Fields, tables, and entities are read and structured, with a confidence score on each.
Validate
Business rules run; anything uncertain is flagged for a fast human check.
Route
Clean data is matched, filed, and pushed to the systems that need it.
Recent work in this space
Anywhere documents gate the work
Finance & AP
Invoices read, matched to POs, and posted, so month-end close no longer waits on manual keying.
Legal & professional
Contracts and case files turned into searchable, structured records in minutes instead of afternoons.
Logistics
Bills of lading, customs forms, and PODs digitized and reconciled automatically.
Healthcare & insurance
Intake forms and claims structured for processing, with sensitive fields handled carefully.
Sample documents in, measured accuracy out
Sample documents ingested
A batch of your real documents (different vendors, layouts, and quality) gets run through first.
Extraction tuned to your layouts
Fields and tables are tuned against what your documents actually look like, never a generic template.
Validation & review interface live
Business rules and a review queue go live, so uncertain fields get a fast human check instead of a silent guess.
Accuracy measured and reported
Extraction accuracy is tracked against a labeled set, so you always know exactly how it's performing.
What actually changes once it's reading
No more manual re-keying
Documents move straight to structured data instead of a person retyping fields by hand.
Uncertain fields never slip through
Low-confidence extractions are routed for a quick check instead of silently guessed.
New layouts just work
A new vendor or form format doesn't need a new template built before it can be processed.
Everything becomes searchable
Every processed document is indexed, so finding a clause or a total takes seconds instead of an afternoon.
Errors caught before they land
Validation rules catch mismatches against your records before bad data reaches your systems.
Month-end closes faster
Invoices matched and posted automatically mean fewer manual steps between receipt and close.
The editor's note
Have a stack of documents piling up?
Some fields genuinely need judgment, and we design for that instead of pretending otherwise. Everything else gets read, structured, checked against your rules, and pushed where it needs to go.
What you get
6 things handed over
The review interface and the labeled accuracy report are what make the rest defensible. Extraction with nowhere to send the doubtful cases becomes a queue of silent errors, and accuracy nobody measured against a known set is a claim, not a number.
- 01An extraction pipeline tuned to your document types
- 02A review interface where staff confirm flagged fields
- 03Validation rules that catch errors before they land
- 04Search across every processed document
- 05Clean exports into your ERP, CRM, or database
- 06Accuracy measured and reported against a labeled set
Built by people who flag what they're not sure of
We read documents, not templates
New vendors and new layouts don't need a new template built before they can be processed.
We flag what we're not sure of
A confidence score on every field means uncertain data gets a human check instead of a silent guess.
We validate against your real rules
Business rules catch mismatches and errors before bad data ever reaches your systems.
We measure accuracy instead of assuming it
Extraction accuracy is tracked against a labeled set, so you know exactly how well it performs.
We make everything searchable
Every processed document is indexed, turning a filing cabinet into something you can query.
We handle sensitive data carefully
Access is scoped and pipelines are designed around your compliance requirements from the start.
A partner that tunes on your real documents
We tune on your real documents first
The pipeline is built and tested against a sample of your actual invoices, forms, and contracts.
We build the review step as well as the pipeline
Staff get an interface to confirm flagged fields fast, instead of a spreadsheet of exceptions to chase down.
We route data where it needs to go
Clean exports land in your ERP, CRM, or database, matched to the right record automatically.
We report real numbers from your documents
Accuracy is measured against a labeled set and reported back to you, with the misses included.
We keep it running as documents change
New vendors and formats keep working without you maintaining a library of templates.
We're upfront about what needs a human
Some fields genuinely need judgment, so we design for that instead of pretending otherwise.
What people ask before they trust it
Do we need one template per document layout?
No. It reads the document the way a person would instead of matching a fixed template, so it handles new vendors, new forms, and messy scans without you building and maintaining a template for each one.
How accurate is it?
Accuracy depends on document quality, but it's high on typical business documents. Every field carries a confidence score, so anything uncertain is flagged for a quick human check rather than passed through silently.
What about handwriting and bad scans?
It handles handwriting, photos, and low-quality scans far better than old OCR. Where a field genuinely can't be read confidently, it's routed for review instead of guessed.
Where does the extracted data go?
Wherever you need it: your ERP, accounting system, CRM, or database, through APIs or a structured export, matched to the right record along the way.
Is sensitive data handled securely?
Yes. Documents are processed securely, access is scoped, and for regulated data we design the pipeline around your compliance requirements, including redaction where needed.
How long does it take to set up?
For common document types, a working pipeline is usually running in a few weeks. We tune it against a sample of your real documents before it goes live.
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