AI Inbox: Process every inbound document, flag only the exceptions
Key takeaways
• AI Inbox reads inbound documents in whatever format they arrive, classifies them, and posts them to your system of record.
• TFS processes 19,000+ vendor invoices a month, 70%+ with no human touch; turnaround went from 2–3 weeks to near real time.
• At BDR, the same approach cut AP processing time by 90% and pushed clean records into QuickBooks.
• People stop re-keying and start handling the exceptions that actually need judgment.
TFS is a fleet services company. Every month, thousands of vendor invoices for forklift maintenance, rentals, and repairs arrive in an inbox, in whatever format each vendor happens to use. For years, turning a month of those into records took two to three weeks, because reading an invoice like that isn't data entry — it takes judgment to know what the line items mean and where they belong.
That two-to-three-week lag is the real state of high-volume document work at most companies. The pile grows faster than you can hire against it, and the people doing the reading are overqualified for most of what they read and underwater on the rest.
What AI Inbox does
AI Inbox is the block we reach for first. Purchase orders, invoices, work orders, filings, packing slips — they land in one place, and the system sorts them, reads them, pulls out what matters, and posts it to your system of record. A person steps in only when something genuinely needs a human eye.
It reads documents in the format they actually arrive in, not the format you wish they arrived in. That's the part that stalls most intake projects: the off-brand PDF, the scanned fax, the vendor who changed their template last quarter. AI Inbox handles the mess and flags the handful it can't.
Where it's already running
At TFS, more than 70% of those forklift invoices now process with no human touch, and turnaround dropped from two to three weeks to near real time. The company added no headcount to get there. The same 19,000+ invoices a month that used to cap growth now move through in the background.
BDR, a coaching firm serving trades businesses, pointed the same approach at accounts payable and cut processing time by 90%, with clean records landing in QuickBooks and no manual re-keying. "Sidekick let us productize accounting expertise instead of scaling headcount," said CEO Bruce Wiseman. "It changed the economics of offering AP as a service."
Where to start
Pick the intake process where the backlog is worst right now — the one where documents are messy, volume is high, and the pile is already costing you cash or capping growth. That's usually orders, quotes, or invoices, but it can be applications and claims just as easily.
We put working intake into production in weeks, wrapped around the system you already run. If you want to see how it maps to your team, tell us the one document type eating the most hours and we'll walk you through what it would take to automate it.
