Use Cases: The Roles Our AI Agents Own
Every agent we deploy owns one named role end to end. These are the roles we have put agents into, grouped by the function they sit in.
That distinction is where the money is. A tool that helps your team still leaves the work with your team. An agent that owns the role takes the work off them, and that is what shows up as recovered hours instead of another subscription.
Operations and supply chain
AI Agents for Supply Chain Managers
An agent owns the read-and-check half of the role: every purchase order against the contract, every invoice against the terms, every shipment against the promise. Your manager keeps the supplier relationships and the judgment calls.
AI Agents for CPG Operations Teams
The fastest wins in CPG are retail deductions, chargebacks, and trade promotion reconciliation. That is where retailers take margin back, and where nobody has had the time to check every line.
AI Agents for Accounts Payable Teams
An agent reads every invoice, matches it against the purchase order and the contract terms, and flags only what does not match. The team approves the exceptions instead of reading the whole stack.
Professional services
AI Agents for Accounting Firms
An agent owns one repeatable workflow end to end: pulling the trial balance, mapping it to the return, populating the workpaper, and flagging what moved.
AI Agents for Legal Transaction Coordination
In most firms, legal transaction coordination is the paralegal role. The page covers which parts of that work an agent can own and which stay with the firm.
Real estate
AI Transaction Coordinator for Real Estate
An agent owns the checklist: tracking every deadline, chasing every document, checking every disclosure, and telling a person the moment a file goes off track.
Small business
AI Agents for Small Business: What to Deploy First
Deploy your first agent on one repeatable, high volume workflow with a number attached, not on anything that requires judgment.
How we decide which role an agent should own
Two questions decide almost everything. Does the work repeat, and can the output be checked? Where both are true, an agent can own the work and a person approves the exceptions.
Your role is not on this list
This is what we have deployed, not the limit of what works. The test is the same every time: does the work repeat, does it have a volume, and can a person check the output. If your role passes all three, we will map it with you.
Frequently asked questions
Which role should we deploy an agent into first? The one with the highest volume, the most repetition, and a number attached to the output. Usually that is a finance or operations role, not the most painful one.
How long does it take to deploy one of these? A narrowly scoped first role takes weeks, not quarters. The reading and checking work is the fast part. The process mapping is where the time goes.
Do these replace the people in those roles? No. They take the read-and-check half of the work. The judgment, the relationships, and the exceptions stay with your team.
Where this goes next
Should you hire another person or deploy an AI agent?
