AI Workflow: When the hand-off chain just happens on its own
Key takeaways
- A document arrives, gets classified, enriched, and validated, then posts straight through.
- At TFS, emailed invoices are read, categorized, and turned into Salesforce work orders automatically.
- At BDR, PO creation, packing-slip matching, and approval run in one flow.
- Turnaround on invoice processing went from weeks to near real time.
Draw the actual path a vendor invoice takes through most companies and it looks less like a process and more like a relay race run by people who keep dropping the baton. Someone opens the email. Someone else keys it in. It sits in a queue. Someone matches it to a PO. It sits again. Someone approves it. The work itself takes minutes. The waiting between the steps takes weeks.
AI Workflow is the tool that removes the waiting.
What AI Workflow does
A document arrives. The system classifies it, pulls the data, enriches it against what you already know, validates it, and moves it straight through to the system of record. The chain of manual hand-offs that used to define the process just happens. People own the exceptions and the judgment calls; the routine flow runs without them.
This is the difference between reading a document and running a process. AI Inbox reads what comes in. AI Workflow carries it all the way to done.
Where it's already running
At TFS, the fleet services company, emailed vendor invoices are read, categorized by maintenance type, and turned into Salesforce work orders automatically. No one moves the record from the inbox to the CRM by hand. What used to be a two-to-three-week backlog now clears in near real time, and the operation scales without adding staff.
At BDR, purchase-order creation, packing-slip matching, and approval run inside a single flow. A photo of a packing slip gets captured and matched, three-way matching happens on ingestion, and the only human step is a quick review and approval — no re-keying, clean push into QuickBooks. Same process, fewer stops.
Where to start
The best first candidate is a process everyone can describe as a sequence of steps and everyone complains about the waiting between them. If your team can draw it on a whiteboard as boxes and arrows, and most of the arrows are really just "and then it sits for a while," that's the one to automate.
We build these in weeks, around the systems you already use. Tell us the process with the worst waiting problem right now and we'll show you what it would take to make it move on its own.
