Finance / Reconciliation Live

Transaction Classification

Classify bank transactions to the right account and cash flow category from what the narrative actually supports — and route the ambiguous ones to a person instead of defaulting them to sundry.

  • Runs on a schedule
  • ~7 credits per run
  • v1.0.0

What does Transaction Classification do?

Transaction Classification is a production AI agent in the finance section of the Leverge agent store, built for the reconciliation process. Classify bank transactions to the right account and cash flow category from what the narrative actually supports — and route the ambiguous ones to a person instead of defaulting them to sundry. It runs on a schedule (every weekday at 08:00), works through 4 steps and returns 4 outputs, including classified with confidence.

What it needs

  • Unclassified transactions

    File upload

    csv txt md docx pdf

  • Classification rules

    File upload

    The account mapping and cash flow categories in force. Nothing may be classified outside these.

    csv txt md docx pdf

  • Settings

    Form

What it does

  1. Reading the transactions
  2. Reading the classification rules
  3. Classifying each transaction
  4. Writing the review note

What you get back

  • Classified with confidence Score
  • Review note Written summary
  • Needs a person Flagged exceptions
  • Transaction by transaction Table of results

After each run it asks: “Right classifications?” Answers feed the evaluation set, so the agent is measured against your own judgement rather than ours.

When it runs

Runs on a schedule — Every weekday at 08:00.

cron: 0 8 * * 1-5

Oversight

Runs under scoped, least-privilege credentials with every action written to an audit log. Anything that moves money, alters a contract or reaches a customer requires human approval before it executes.

Reconciliation

Other agents in reconciliation

Close, reconciliation, payables and treasury, with an audit trail

  • Reconciliation Live

    Bank Transaction Matching

    Match bank transactions to ledger entries and leave the genuinely unmatched genuinely unmatched — no forcing, no plugging the difference to make the reconciliation close.

  • Account to Report Live

    Account Risk Classification

    Rank balance sheet accounts by how much could be wrong and nobody would notice — driven by reconciliation quality and manual-entry exposure, not by size alone.

  • Plan to results Live

    Annual Plan Review

    Review a draft annual plan before it is signed off — whether the growth is built on named actions or on a percentage, and which assumptions the whole plan depends on.

  • Compliance Live

    Audit Preparation

    Work through the auditor's request list before they arrive — what exists, what does not, and which items will turn into a finding rather than a question.

  • Budgeting Live

    Budget Variance Analysis

    Explain variance against budget by cause rather than by size — separating timing from overspend, and price from volume, so the explanations mean something.

  • Treasury Management Live

    Capital Expenditure Monitoring

    Track capital projects against their approved case — spend, stage and the benefit that justified them, including the projects quietly costing more than the approval allowed.

Next Step

Deploy Transaction Classification, or adapt it

It runs as-is against the inputs above. Most deployments diverge — a different source system, a different tolerance, a different approval path. A 30-minute technical call establishes which.

Book a Technical Call
  • No sales script
  • NDA on request
  • Scoping notes sent within 48 hours
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