Home Solutions AI Document Processing
SOLUTION

AI Document
Processing

Contracts, invoices, claims, and forms turned into validated structured data with field-level confidence.
THE POSITION

Documents
are where
enterprise
processes
slow down.

Templates break. Scans are poor. Layouts change without notice. Traditional OCR pipelines require constant maintenance.

We combine layout-aware extraction with validation against your own systems, so low-confidence fields are reviewed and everything else flows straight through.

CAPABILITIES

What the engagement includes

01
Layout-aware extraction

Works across formats without a template per vendor.

02
Field confidence

Each field carries a score and a source location.

03
Cross-validation

Extracted values checked against ERP and master data.

04
Review interface

Reviewers see the document and the field side by side.

SYSTEM ARCHITECTURE

How the system runs end to end

REFERENCE FLOW
01
Ingest

Email, scan, portal upload, or API.

02
Classify

Document type and issuer identified.

03
Extract

Fields captured with confidence and coordinates.

04
Validate

Values checked against systems of record.

05
Review

Only uncertain fields reach a human.

06
Post

Clean data written into downstream systems.

TECHNOLOGY

Typical stack

Python PostgreSQL pgvector AWS Textract OpenAI Temporal
OUTCOMES
Straight-through processing

Confident documents never touch a queue.

Targeted review

Human attention spent only where it changes the outcome.

Full traceability

Every field links back to its position in the source.