AI & Intelligent Systems
Custom AI systems for document understanding, classification, and decisioning — built for the constraints of production, not a demo.
The problem
- A backlog of documents waiting on manual review
- Data re-keyed from a PDF or scan into another system
- A working demo that's been "almost ready" for months
- The same task is done the same way, by hand, every day
What we build
Extraction and classification pipelines, decision-support agents, and document intelligence systems wired directly into your existing workflow and systems of record.
How it works
- Documents or requests enter the pipeline
- Are parsed and classified
- Validated against business rules
- And routed — with human review kept exactly where it’s still required
FAQ
Does this replace human review entirely?
No — we keep human approval wherever it’s mandated or high-risk. The goal is removing repetitive review, not removing oversight.
What happens when the model is uncertain?
Low-confidence cases route to a human reviewer automatically, with the system’s reasoning attached.
What is document intelligence and how does it work?
Document intelligence automates the handling of unstructured documents — PDFs, scans, forms, emails. The general pattern: documents are ingested, classified by type, key fields are extracted and validated against business rules, and clean data is routed to the right system — with human review kept wherever it's still required. Results vary by project; we don't publish a blanket efficiency figure without a specific engagement behind it.