AI You Can Trust in Financial Reconciliation
Product v3.2
Meet the ReconArt AI Assistant
The ReconArt AI Assistant acts as a co-pilot for your finance team and is accessible to all customers, integrated into product version 3.2. It significantly enhances the overall functionality and user experience of the platform.
Natural Language Rule Creation
Describe your matching logic in plain English and let the AI generate the underlying syntax.
Logic Explication
Click on any existing rule to receive a clear, human-readable summary of how it works—essential for audit transparency and onboarding new team members.
Data Validation & Testing
The AI Assistant proactively identifies potential gaps in your data logic before you run a full production import, reducing "false breaks" and manual cleanup.
Beyond Exact Values
Data is rarely perfect. ReconArt’s fuzzy matching handles inconsistent data from multiple systems — bank statements, supplier invoices, multi-currency transactions — and resolves them accurately without manual intervention.
String Similarity Logic
Matches "Apple Inc." to "Apple, Inc" and "PO-123" to "PO 123" — eliminating manual work caused by typos and formatting differences.
User-Defined Confidence Thresholds
Set a confidence score (e.g. 90%) to auto-match high-probability pairs. You control the balance between automation speed and accuracy.
Multi-Key Weighted Scoring
Combines Date, Amount, and Reference fields to verify identity. High-value identifiers carry more weight, reducing false positives.
A Phased Approach to AI-Augmented Reconciliation
We embed AI progressively — each phase adds capability without disrupting existing workflows or compliance controls.
NOW
AI Assistant 1
Natural language rules
Logic explication
Data validation
NEXT
Smart Matching
ML-powered suggestions
Auto-categorisation
Anomaly detection
FUTURE
Autonomous Ops
Predictive reconciliation
Zero-touch processing