Reconciliation is the workflow nobody demos. It has no customer touchpoint, no showroom moment. Just a stack of supplier invoices, freight bills and decoration charges that have to agree with what you ordered and what you quoted, or the month's margin quietly isn't what you think it is.
Across B2B, the benchmarks are sobering: the average invoice costs $9.40 to process against $2.78 for best-in-class teams, the average cycle runs 9+ days, and 22% of invoices hit an exception that needs a human. Promo adds its own twists: decoration setup charges that appear or don't, inbound freight billed separately from goods, drop-ships that never touch your dock, and supplier invoices that reference their order numbers, not your PO numbers.
Here's a playbook that works at distributor scale, with or without new software.
Step 1: Decide what "matched" means, in writing
Most shops carry matching rules in one bookkeeper's head. Write the actual policy down:
- Which fields must agree exactly (customer PO ↔ supplier order ↔ invoice line items and quantities)
- What tolerance is acceptable before a variance needs investigation (a dollar? a percent?)
- Which charges are expected but variable (freight, setup, rush fees), and what "reasonable" looks like for each supplier
- Who decides the disputes, and what evidence they need attached
This document is the highest-leverage hour in this whole playbook. It's also, not coincidentally, exactly what you'd need to teach the workflow to anyone, new hire or agent.
Step 2: Reconcile continuously, not at month end
A pile of thirty days of invoices is an archaeology project; today's three invoices are a task. Matching close to arrival means the supplier still remembers the order when you dispute a charge, and freight anomalies surface while the carrier's records are fresh. The teams that automate this report the compound effect: automated reconciliation shows ~95% fewer errors, and close times cut in half.
Step 3: Track the variances you find
Every mismatch you catch is data: which suppliers habitually bill setup charges that weren't quoted, which carrier's fuel surcharges drift, which customer's jobs always end up with an extra freight leg. A simple log turns reconciliation from a cost into supplier-negotiation ammunition at renewal time.
Step 4: Hand the loop to an agent, keep the verdicts
Look at what steps 1–3 actually are: open the invoice, find the PO and the job, compare line by line against written rules, flag what disagrees, log the outcome. Screen work, applied judgment and fixed rules: the exact shape of workflow an AltOps agent learns from one narrated recording of your bookkeeper doing a real pass.
The agent runs the matching daily across your ERP, supplier portals and inboxes. What lands on a human's desk is no longer a stack. It's a short queue where every item already has both documents attached and the discrepancy highlighted, per your own tolerance rules. The 22% exception rate doesn't vanish, but the 78% that matches cleanly stops consuming anyone's afternoon, and the exceptions arrive pre-investigated.
The goal isn't zero human involvement. It's zero human involvement in the part a machine can check, so the human hours go where the judgment is.
Margins in this industry are under pressure from every direction: tariffs, freight, tighter client budgets. Reconciliation is where you find out whether the margin you quoted is the margin you kept. It deserves better than the last week of the month.
Written by Kavish Soningra, teaching agents to run the back office at AltOps.
