Anatomy of the Workaround
Manual work
System step
Stale output
Sources
Email
EDI
Portal
Scan
Cloud drive
Documentarrives
Email, scans, portals. Wherever your documents come in, we validate against your business rules and push clean data into the systems your team already runs.
The pattern
Different industries, different documents, same shape on every call. A packet arrives, a human dispatches it, a spreadsheet holds the truth, and the system of record finds out last. The pipeline we build replaces the steps highlighted in orange.
The edge cases
The cases that happen only twice in a month are the ones that break immature automations.
Most document tools can extract clean fields from clean samples. The work sits beyond that, in the five pieces below, where the document does not behave.
When the system isn't sure about a piece of data, a person checks it before it moves on.
When multiple documents arrive together, they're checked against each other first.
When something looks wrong, it goes to the right team with a note on why.
Every decision the system makes, and every change a person makes, is saved in plain language.
When a person reviews a flagged document, they see it next to the extracted data and can fix anything with one click.
How we work
Your operations team knows the documents, the exceptions, and the downstream systems better than anyone selling software. That knowledge is the asset.
Hexaa reads the real documents, maps the current process, and builds a pipeline that matches how your team already works. Classification, extraction, validation, and integration run against your rules, not a vendor template.
When we hand over, the exceptions your team handled by judgement are still handled by judgement. The rest is automated, logged, and owned by you.
Engagement
Refined across 47+ engagements. Each stage scoped to your documents, your systems, and the exceptions only your team handles.
You send us a week of real intake. We map every document type, every exception route, every downstream system. No abstract workshops.
1 WEEKClassification, extraction, validation, and system integration get wired to the tolerances and approval paths your team already uses.
4-6 WEEKSWe sit next to operations while volume ramps. Exceptions caught on day one become rules on day ten. Audit trail from the first document.
2-4 WEEKSYou own the pipeline, the rules, and the data. Managed-service support is available if you want it.
ONGOING, OPTIONALResults
End-to-end document pipelines in production across logistics, construction, distribution, insurance, and AP.
Processed through pipelines in production. Invoices, bills of lading, submittals, claims, leases, and more.
First production pipeline for well-scoped engagements. Discovery sprint is 10 business days.
They read the actual documents before they wrote a line of code. By week five we were posting clean invoices into a twenty-year-old ERP nobody else would touch.
