Stop paying people to read contracts line by line
An agent reads incoming contracts, invoices and forms against your rules, flags exceptions, and escalates anything it isn't sure about to a human. Your team reviews decisions, not documents.
Sound familiar?
- Contracts and invoices pile up in a shared inbox waiting for someone to open them.
- The same clauses get checked manually, by hand, every single time.
- Errors slip through when reviewers are tired, rushed, or simply bored.
- Nobody can say how long a document actually took to clear, or why it got stuck.
What we do
Rule extraction
Your existing approval rules and red-flag clauses turned into checks the agent can actually run.
Document pipeline
Ingestion, extraction and classification for the document types you receive today, not a generic PDF parser.
Escalation gate
Confidence thresholds that decide what gets auto-cleared and what lands on a human's desk with the reasoning attached.
Audit trail
Every decision, every escalation and every override logged and traceable back to source.
Questions we get
What data access does this need?
Read access to the document store or inbox you already use, plus the rule sets and templates your reviewers apply today. We work with what exists — no new system of record required.
What's the error rate we should expect?
We tune the confidence threshold to your risk tolerance. Higher thresholds mean more human review and fewer misses; we set this together and adjust it against real outcomes.
Who is liable if the agent clears something it shouldn't have?
The agent never has final sign-off on anything above your defined risk threshold — a human approves. Below that threshold, liability sits where your existing approval policy already puts it; we make that policy explicit rather than inventing a new one.
How long does this take to stand up?
A working pilot on one document type in four to six weeks, running in parallel with your current process until it earns trust.
Tell us what's running in production.
We'll tell you what we'd check first — and what we wouldn't bother with.
Book a call