What's in it for you
If your finance team keys invoices by hand and finds disputes after payment, this is what the alternative looks like at an operator with hundreds of suppliers. You will see how suppliers submit through one door, how AI reads and checks every invoice against your commitments, and what changed for the finance team. It has been deployed twice, near-identically, which tells you how quickly it could run at your organization.
The Client
A real estate developer and operator running dozens of active projects at once, with several hundred active suppliers and a central finance team receiving invoices for every entity in the group. Later, a second operator with a different portfolio and the same problem.
The Challenge
Every invoice arrived differently. Email, WhatsApp, a scanned page handed to a site manager, a supplier's own portal. Each one was then read by a person, keyed into the accounting system, matched to whatever it was supposed to match, and sent on for approval.
- Finance spent its days on data entry rather than on control
- Matching an invoice to a purchase order, a contract, or a budget line depended on who remembered the deal
- Disputes surfaced late, after payment, when they are most expensive to unwind
- Nobody could say, on a given day, how much was sitting unapproved across the group
The cost was not only the hours. It was the decisions made on numbers that were three weeks old.
What We Did
At TippingPoint, we gave suppliers one door in and gave finance a queue instead of an inbox.
- Mapped the invoice-to-payment flow as it really ran. Including the informal routes: the site manager who approved by voice note, the supplier who always sent twice.
- Built a supplier portal. Suppliers submit invoices themselves, in whatever form they have. The portal, not the finance team, takes responsibility for getting them in.
- Put AI on the reading. Every invoice is read, its fields extracted, and its lines analyzed against the commitments the organization already holds. Exceptions are flagged with the reason; clean invoices move on without a human touching them.
- Kept the accounting system authoritative. Nothing was replaced. The portal feeds the system of record; it does not compete with it.
- Built it as a product. When a second operator needed the same thing, the second deployment was near-identical to the first. Configuration, not a new build.
The Impact
- Invoice handling time measured before and after, per invoice, and the difference returned to finance as control work
- Disputes caught at intake rather than after payment
- A live view of what is owed, to whom, and what is waiting on whom
- The same product running at two operators, which is what makes the third one fast
Outcome: the finance team stopped being the organization's typing pool and went back to being its control function.