Always-on document operations
Pilcrow— the agent that opens every folder first.
Always-on AI agents that triage, classify, and route every document your business touches — invoices, MSAs, compliance forms, intake packets — without a human opening a folder.
- Uptime
- 24 / 7 / 365
- Modalities
- PDF · Scan · Photo
- Human in loop
- Always
Live queue · Today
Classified
38
Routed
31
Exceptions
6
How it works
One quiet agent.
Five deliberate moves.
Pilcrow is the always-on layer your inbox, drive, and vendor portals didn’t have — a multimodal model plus rules, not a folder of macros.
- 01
Watch
Pilcrow plants quiet, scoped watchers across inbox, shared drive, vendor portal, and intake channels — never blocking the humans behind them.
- 02
Read
A multimodal model pulls fields off invoices, MSAs, hazmat bills of lading, and the long-tail paperwork template IDP tools miss.
- 03
Classify
Rule-based classification decides what this is — renewal, new vendor, compliance packet, AP queue — and what it isn’t.
- 04
Route
Ready-to-act packets drop into the right approver’s queue with everything attached. Exceptions stay visible, not buried.
- 05
Close the loop
Approved, signed, posted — and the agent learns what a clean close looks like so the next one moves faster.
What Pilcrow handles
The paperwork templates never had a column for.
Template IDP misses the counterparty that didn’t fill the form the way someone else did. Pilcrow reads the doc, decides what it is, and decides what to do with it — even when no human has seen one like it before.
- Finance
Invoices & AP queues
Multi-page, mixed vendor layout, hazmat BOLs.
Routes toNetSuite / QuickBooks · AP reviewer - Operations
Vendor onboarding packets
W-9s, COI certs, banking forms, custom questionnaires.
Routes toVendor master · Procurement approver - Legal
Contracts & renewals
MSAs, SOWs, NDAs — by counterparty, not by template.
Routes toRenewal queue · Contract owner - Compliance
Compliance forms
Field-extraction-heavy forms, dated, hand-marked-up.
Routes toCompliance lead · Audit trail - Operations
Intake & customer paperwork
Loose PDFs, scanned photos, email forwards.
Routes toCRM record · Onboarding owner - Long tail
Anything else, on paper
The doc no template ever matched.
Routes toTriage queue · A human picks it up
99%
Extraction accuracy on the docs we benchmark
60–90%
Reduction in processing time
7
Channels watched 24/7 — inbox, drive, portals…
1×
Human in loop. Always.
Pilcrow sells the always-on agent as the primary product, not a feature stapled to a workflow tool — breadth across invoice, contract, form, and compliance pipelines, on top of native connectors to your existing stack.
Plugs into your stack
Native connectors. No rebuild required.
Pilcrow ships adapters for the tools finance, legal, and ops already pay for — and watches the channels where vendors, customers, and compliance forms actually arrive.
- SAPERP
- OracleERP
- NetSuiteAP
- QuickBooksAP
- AirtableOps
- Make.comAutomation
- n8nAutomation
- Gmail / OutlookInbox
- Google Drive / SharePointFiles
- Vendor portalsWatch
- • A primary product, not a feature.
- • Multimodal + rules — not a template library.
- • Working the inbox while your team is off.
- • Not a folder of macros for one vendor layout.
- • Not a place where work lives — work gets routed out of it.
- • Not a black box — every close is auditable, by design.
Get Pilcrow working your queue
© 2026 Pilcrow · Built for teams whose paperwork multiplies faster than headcount.