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Albright Labs Albright Labs

Automate · AI & Automation

Stop rekeying documents your team reads the same way every time.

We extract, classify, and route the documents your staff processes by hand. Invoices, forms, claims, contracts. The data goes where it belongs without anyone touching it.

Starting at $12,000, scoped after your Operations Audit.

Manual document handling is the most preventable cost in operations.

Most organizations process the same document types thousands of times a year. Someone opens a PDF, reads it, types values into a system, and files it. The work is predictable. The cost is not small. And every hour spent on it is an hour not spent on work that actually requires a human.

We build document processing systems that read incoming files, pull out the fields that matter, classify them by type and routing rule, and move the data to the right place. No templates that break on layout changes. No fragile OCR pipelines. Systems that hold up across the real variation in how documents arrive.

What we build

What the system handles.

Invoice extraction

Vendor, amount, line items, due date. Pulled from PDFs, emails, and scans and written to your AP system.

Form ingestion

Applications, intake forms, and enrollment packets read and routed to the right downstream system without staff touching them.

Claims processing

Classify, extract, and triage incoming claims. Flag exceptions for human review and route the clean ones automatically.

Contract data capture

Pull parties, dates, terms, and obligations out of contracts and surface them where they need to be tracked.

Document classification

Route incoming documents to the right workflow based on type, sender, or content without a human reading them first.

Exception handling

Low-confidence extractions are flagged for review with context, not silently dropped or misrouted.

Audit trail

Every extraction is logged with source, confidence, and outcome so you can inspect any decision the system made.

ERP and system integration

Extracted data writes to your ERP, database, or workflow tool directly. No copy-paste, no export-import.

How it works

From document intake to clean data.

01

Audit your document flows

We map what comes in, how it arrives, and where the data needs to go. Volume, variation, and exception rate all factor into the build scope.

02

Build and integrate

We build the extraction and classification pipeline, wire it into your destination systems, and validate accuracy against your real document set.

03

Monitor and improve

We track extraction accuracy in production, tune models as new document variants surface, and expand to the next document type when the first is solid.

Proof

$450,000 saved. 13,500 hours eliminated. 100% automation.

CASH was reviewing and rekeying settlement documents across a large staff. We built the end-to-end processing system. The same work now runs without a team.

Read the full case

Document Processing

Every document your team rekeys today is a candidate for automation.

We find the highest-volume flows first, build extraction that holds up under real variation, and wire the output to your systems directly.

Start with an Operations Audit

A senior engineer reads it and replies within one business day.

or call (610) 756-5060