Getting Started with Automated Reconciliation

A practical guide to setting up and optimizing automated bank reconciliation.

By Jennifer Liu · · 8 min read

Getting Started with Automated Reconciliation

Automated reconciliation is one of the biggest time-savers in modern accounting. Here's how to set it up right.

Why Automate Reconciliation?

Time Savings

  • Manual: 2-4 hours per account per month
  • Automated: 15-30 minutes per account per month

Accuracy

  • Manual error rate: 2-3%
  • Automated error rate: <0.1%

Timeliness

  • Manual: Monthly or weekly
  • Automated: Daily or real-time

Setup Steps

Step 1: Connect Your Bank Accounts

  1. Navigate to Banks & Cards
  2. Click "Connect Account"
  3. Search for your bank
  4. Enter credentials (via Plaid)
  5. Select accounts to sync

Step 2: Configure Matching Rules

  1. Set tolerance for amount matching
  2. Configure date range for matching
  3. Enable fuzzy description matching
  4. Set up vendor-specific rules

Step 3: Initial Reconciliation

  1. Import historical transactions
  2. Review AI-suggested matches
  3. Approve correct matches
  4. Train AI on exceptions

Step 4: Ongoing Management

  1. Review daily exceptions
  2. Approve suggested matches
  3. Update rules as needed
  4. Monitor accuracy metrics

Best Practices

  1. Start Clean: Reconcile completely before automating
  2. Train the AI: Correct mistakes early
  3. Set Up Alerts: Know about issues immediately
  4. Regular Reviews: Weekly exception review
  5. Trust but Verify: Spot-check automated matches

Troubleshooting Common Issues

  • Many unmatched items: Check bank connection status
  • Wrong matches: Adjust matching rules
  • Duplicate transactions: Check for overlapping imports