Back to Use-cases

AI for Finance

Reconciliation & Matching

Two windows, side by side, scrolling. Bank statement on the left, ledger on the right. Ninety percent of the lines are the same transaction wearing slightly different clothes: a reference number truncated here, a date shifted a day there, a payment batched on one side and split on the other. An accountant burns a morning confirming what was never in doubt, and the four genuine breaks — the ones that actually matter — get found at 4pm when attention is at its worst.

A Skynet agent inverts the day. It clears the obvious matches and hands you a short list of exceptions, each with what it found and what it thinks the treatment is. You start with the hard part while you are still sharp.

How it works

step 01

Connect both sides

Point the agent at the sources you reconcile — bank feeds, the ledger, the payment processor, the billing system. Unified memory means it sees the same transaction across systems even when the identifiers do not line up neatly.

step 02

Auto-clear the certain matches

Where amount, date, and reference agree within the tolerances you set, the agent matches and clears. You define the tolerances: how many days of timing drift, how much rounding, which reference formats count as equivalent.

step 03

Work the exceptions

For everything left, the agent does the digging — searching for split payments, partial settlements, fee deductions, and duplicates across the connected systems — and proposes a treatment for each with the evidence attached.

step 04

Approve before it posts

Proposed journal entries wait for you. Nothing hits the ledger until a person approves it, and the agent records who approved what, so the trail is intact when someone asks later.

Build it from a prompt

Set the tolerances and let it run.

The exception list is where the value is. Because the routine matching is already done, breaks get investigated the day they appear rather than at close, and the reconciliation stops being a monthly wall of scrolling. Every clear is grounded in a defined rule, so you can explain how any given match was made.

The industry’s most generous  AI app

We offer 10x more value than any mainstream AI provider

  1. 1. Register

    No Upfront payment required

  2. 2. Create new Chat

    Start chatting with our models

  3. 3. Get more things done

    Get things done with mini apps and agents