AI Agents by Business Function
Each page maps the loop as it actually runs, then shows the joins where it breaks — because the failure is almost never the steps themselves.
Accounts Payable
Invoices arrive in six formats and someone re-types all of them.
Accounts Receivable
Collections happen when someone remembers, which means late.
Expense Management
Receipts are chased for two weeks after every trip.
Purchase Order Management
Requisition to PO is a person copying fields between systems.
Contract Management
Renewal dates live in a spreadsheet nobody opens.
Order Management
Orders arrive by email, phone and portal, and all of them get re-typed.
Customer Onboarding
Every new customer gets a slightly different onboarding depending on who runs it.
Employee Onboarding
Same fifteen steps every hire, run manually every time.
Talent Acquisition
Screening is the bottleneck and good candidates go cold waiting.
Customer Support
Most tickets are the same forty questions.
Financial Reporting
The report says the same thing every month and takes three days to build.
Inventory Management
Reorder decisions get made from a spreadsheet that is already out of date.
Quote to Cash
The handoffs between quoting, contracting and billing all leak.
CRM Data Hygiene
The CRM is trusted by nobody and maintained by everybody.
Lead Qualification
Speed to lead is measured in days, which is the same as not responding.
Proposal Generation
Every proposal is assembled from the same blocks, by hand, again.
Meeting Follow-Up
Decisions get made on calls and then evaporate.
Knowledge Management
The answer exists in writing and nobody can find it.
Compliance Reporting
Evidence gathering is a fire drill every cycle.
Vendor Management
Nobody knows what is being paid for until the card gets declined.
The pattern underneath all twenty
Every break listed on those pages is a noticing problem rather than a thinking problem — an invoice nobody saw arrive, a lead nobody claimed, a renewal nobody diarised. That distinction is the whole basis for deciding what to automate: software is reliable at watching continuously and unreliable at judgement. Automate the watching. Keep the judgement.
How to tell whether a given loop is worth automating
- Does it run more than weekly? Below that, the build cost rarely pays back, and you should say so out loud before anyone quotes for it.
- Can you write the rules down? If two people on your team would handle the same case differently and both be right, it is a judgement call and it should stay with a person.
- What does an error cost? High-volume, low-error-cost work is the sweet spot. High-error-cost work needs a human approval gate — which is fine, it just changes the design and the saving.