01 / Document intelligence

A reliable path from document to data.

Stackruit designs intelligent document processing systems that extract the right facts, show their evidence, and fit the controls your organization already trusts.

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Education · Identity · Income · Tax · Banking · Property · Insurance

What we process

The messy middle between a file and a decision.

01Educational documents

02Driver’s License

03Passport / Visa

04Pay Stubs

05W-2 Wage and Tax Statements

06Form 1040 Federal Tax Returns

07Bank Statements

08Utility Bills

09Real Estate Agreement

10Vehicle Title

11Insurance Declarations

Pipeline architecture

Designed to be inspected, not just impressive.

Every stage has a contract, a confidence signal, and an intentional handoff. That is how automation earns a place in a regulated workflow.

Audit-ready by design

Ingest

Email, upload, API, or core system event

Understand

OCR, layout parsing, and vision LLM extraction

Validate

Confidence scores, policy rules, and human review

Connect

Structured records back into the systems of record

See the output

Structured data with the evidence attached.

A small preview of the experience we give operators, reviewers, and downstream systems.

Live extraction preview

● Pipeline online

142ms

invoice_sample.pdf

4 pages · 1.2 MB

Structured output

99.7% confidence

invoice_number"INV-2048-991"

amount_due"$48,290.00"

due_date"2025-06-30"

vendor"Northstar Facilities"

Evidence links and audit events attached

Trust layer

Evidence-first

Every extracted field points back to its source region.

Immutable events

Keep a durable record of model, rule, and reviewer actions.

Flexible deployment

Use VPC, private cloud, or on-prem patterns when data cannot leave.

System-native

Connect the output to ERP, CRM, core banking, or your own APIs.

Before

Inbox → download → re-key → second review → spreadsheet

After

Ingest → extract → validate → approve → system of record

Map your document workflow