Connect
Bring the datasets required for reconciliation into a controlled workflow.
Intelligent reconciliation
Reconcile data.
Find mismatches.
Protect confidence.
ReconAI helps organizations move reconciliation from fragmented manual processes into a controlled, traceable and scalable operational workflow.
Built for teams responsible for operational, financial and billing data integrity.
Reconciliation overviewIllustrative product view
Matched
94.7%
Mismatches
37
Runs
128
Recent activity
ExampleSettlement reconciliation completed
Mismatch investigation updated
Scheduled run processed
Report prepared
Automated
Auditable
Controlled
Scalable
Reconciliation workflow
From raw data to investigated exceptions.
ReconAI brings the major stages of reconciliation into one operational workflow.
Validate
Check source readiness and identify structural data issues before processing.
Reconcile
Apply defined reconciliation logic across relevant datasets.
Detect
Surface unmatched records, discrepancies, and exceptions.
Investigate
Give operational teams the context needed to understand exceptions.
Resolve
Track outcomes and preserve the history behind reconciliation decisions.
Platform
One workspace for reconciliation operations.
Illustrative product view
ReconAI
Dashboard
Data Sources
Rules
Reconciliation
Mismatches
Reports
Dashboard
Operational visibility
Understand reconciliation activity, exceptions, processing outcomes, and operational priorities from one workspace.
Reconciliations
128
Matched
94.7%
Open mismatches
37
Reconciliation activity
ViewException requiring review
ViewCompleted investigation
ViewValidated processing result
ViewCapabilities
Designed around real operational reconciliation.
✓Data source management
✓Reconciliation rules
✓Scheduled processing
✓Mismatch detection
✓Exception investigation
✓Reports and analytics
✓Role-based access
✓Controlled sharing
✓Audit visibility
Use cases
Reconciliation across critical operations.
Revenue assurance
Compare operational and billing data to identify discrepancies requiring investigation.
Finance
Replace spreadsheet-heavy reconciliation processes with controlled, traceable workflows.
Payments & settlements
Identify inconsistencies between transaction, settlement, and related operational datasets.
Data operations
Validate consistency between systems and investigate exceptions across business-critical data.
Business impact
Understand the cost of your current reconciliation process.
Use our illustrative calculator to estimate the annual effort associated with manual reconciliation and explore how much team capacity could potentially be redirected.
See how ReconAI could fit your reconciliation operations.
Tell us about your data, workflows and reconciliation challenges.