Explore/Path
Exploration path

Why Reconciliation Fails: References, Rules and Exceptions

"My reconciliation keeps breaking — I want to understand why matches fail and how to handle the exceptions."

  1. 1
    Problem

    Understand what 'available cash' hides when matching breaks down silently.

    ARTICLE

    Trapped Cash: How to Reveal True Liquidity in Treasury

  2. 2
    Mechanism

    See why references and data structure — not the matching logic — are usually what's actually broken.

    ARTICLE

    Bank Reconciliation Automation Copilot Series - Part 1: Data Structure and Preparation

  3. 3
    Example

    Follow one concrete case of matching logic and exception handling end to end.

    ARTICLE

    Bank Reconciliation Automation Copilot Series – Part 2: Building the Automation Logic

    ARTICLE

    Automated Reconciliation Tool

  4. 4
    Tool

    Tune the actual rules and watch which references produce ambiguous or unmatched cases.

    TOOL

    Reconciliation Rules Playground

    Tune matching rules against a synthetic bank statement and ERP open-item list — watch matches, ambiguous cases, and unmatched items change live.

  5. 5
    Implementation questions

    Document your matching key and who owns each type of exception, before you trust the output.

    TOOL

    Reconciliation Readiness Check

    Document your matching key, exception volume, and who resolves what — get a list of what's still unclear.