Somewhere in your company right now, an employee is photographing a crumpled receipt, a
manager is rubber-stamping an expense report they didn’t read, and a software subscription
nobody uses is quietly renewing for another year. Expense management is unglamorous, but
the leakage is real—and it’s one of the easiest places to deploy AI with immediate payback.
Modern spend management has three fronts.

Employee expenses. The receipt shoebox is dead, or should be. Current tools let employees
snap a photo (or forward an email receipt), and AI extracts the merchant, amount, date, and
category, matches it to the corresponding card transaction, checks it against policy, and routes

it for approval—all before the employee finishes their coffee. The AI layer matters most in the
policy check: instead of managers eyeballing reports, models flag the outliers worth human
attention—duplicate submissions, weekend charges coded as client meals, amounts that drift
above peer norms. Approval attention goes where risk lives.

Corporate cards with built-in controls. The bigger shift is preventing bad spend rather than
detecting it afterward. Virtual cards can be issued per vendor or per purchase with hard limits—
the card for your ad platform simply cannot be charged by anyone else or above its cap.
Finance sets policy once; software enforces it a thousand times.

Subscription and vendor sprawl. This is the modern leak. The average company’s software
subscriptions grow silently—tools adopted by one team, forgotten, and auto-renewed. AI-driven
spend analysis shines here: it clusters transactions across cards and AP, identifies recurring
charges, flags redundant tools (“you’re paying for three project-management platforms”), spots
price increases at renewal, and surfaces licenses with no active users. Companies running their
first serious spend analysis routinely find meaningful savings within a quarter.

Two design principles make all of this stick. First, make compliance easier than noncompliance—

if submitting an expense takes ten seconds, people do it; if it takes ten minutes,
you get the shoebox. Second, publish the policy in plain language and let the software enforce it
consistently. Nothing corrodes culture like expense rules applied unevenly.

A note on dignity: spend controls should feel like guardrails, not surveillance. The goal is
removing friction and ambiguity for the honest 98%, while making the dishonest 2% visible.
Announce what’s monitored, be consistent, and spend your saved money—and attention—on
the business.

Total up your subscriptions this week. The number will motivate the rest.

Next week: November begins, and with it, tax readiness season.