Document intelligence for high-stakes work
Turn difficult documents into decisions.
Stackruit builds accurate, auditable document pipelines and onboarding systems for finance, banking, insurance, and the teams accountable for what happens next.
Live extraction preview
● Pipeline online
invoice_sample.pdf
4 pages · 1.2 MB
Structured output
99.7% confidenceBuilt for governed environments
What we build
Systems that make complex operations feel legible.
We bring product thinking and systems engineering to the places where data quality, user trust, and compliance are inseparable.
Primary focus
Document extraction & IDP
Extract, classify, validate, and structure data from the documents your teams cannot afford to get wrong.
See the capabilityConversion + control
Onboarding automation
Design KYC and KYB journeys that reduce drop-off while making every compliance step observable.
See the capabilityApplied AI
AI & tech projects
Build grounded copilots, RAG systems, and workflow automation that move from prototype to production.
See the capability99.4%
extraction accuracy
85%
less manual review
4.2M
documents / month
<200ms
processing latency
How we work
A disciplined path from ambiguity to operating system.
No theatre. Just senior people, explicit decisions, and a delivery rhythm your stakeholders can see.
Discover
Map the workflow, policy, data, and risk before we touch the architecture.
Build
Create the smallest useful system with clear interfaces and measurable outputs.
Validate
Test accuracy, exceptions, latency, and human review with your real documents.
Deploy
Ship into the right cloud, VPC, or on-prem environment with controls intact.
Support
Keep the pipeline observable, explainable, and ready for its next document class.
Lending
Banking
Finance
Insurance
RegTech
Fintech infrastructure
Start with the workflow