Reconciliation workflows
Clear routine matches faster and bring the real exceptions forward.
Improve bank-reconciliation preparation with structured matching rules, clear exception queues, evidence, and human approval.
Workflow architecture
Bank Reconciliation
Human checkpoint
01
Capture
Normalize transaction descriptions and references
02
Prepare
Suggest matches using amount, date, and known patterns
03
Review
Suggestions never equal posted entries
04
Act
Use historical reconciliations to identify rules, then pilot suggestions on one low-risk account with reviewer sign-off.
ChatGPTClaudeGeminiYour existing tools
Useful opportunities
What AI can prepare or improve.
- Normalize transaction descriptions and references
- Suggest matches using amount, date, and known patterns
- Group deposits against supporting records
- Flag duplicates, stale items, and unusual movements
- Draft exception explanations and follow-up lists
- Prepare a review-ready reconciliation package
Operating boundaries
Controls before convenience.
- Suggestions never equal posted entries
- Materiality and confidence thresholds
- Segregation of duties and approval controls
- Complete evidence and change history
A good first step
Use historical reconciliations to identify rules, then pilot suggestions on one low-risk account with reviewer sign-off.
Start small
Find a safe first bank reconciliation workflow.
We’ll map the task, information, decision, and review path before recommending a tool or build.