AI-powered financial reconciliation
Financial Reconciliation, Made Intelligent.
ReconAiLab is an India-developed AI-powered SaaS platform that helps businesses reconcile data from multiple Excel files and API-connected systems—without replacing the systems they already use.
- Excel + APIs
- AI-Assisted Matching
- India-Hosted Infrastructure
The business challenge
When Data Is Scattered, Reconciliation Gets Harder.
Finance teams work with inconsistent spreadsheets, disconnected data feeds, missing references, repeated comparisons and unexplained exceptions. As transaction volumes grow, manual checks slow down reporting and increase operational risk.
- Inconsistent spreadsheets
- Disconnected data feeds
- Missing references
- Repeated manual comparisons
- Unexplained exceptions
How it works
From Multiple Sources to One Clear Reconciliation View.
- 1
Bring in data
Upload Excel files or connect authorized APIs.
- 2
Standardize
Standardize and map fields.
- 3
Reconcile
Apply reconciliation rules and AI assistance.
- 4
Review
Review matched records and exceptions.
- 5
Monitor
Monitor results through reports and email alerts.
Rules suggested by AI are not activated without Company Admin approval.
Why ReconAiLab
Intelligence Where Finance Teams Need It.
Multi-file comparison
Compare records across several Excel workbooks in one workflow.
API ingestion
Receive records from compatible, authorized business APIs.
Intelligent data mapping
Map related fields across differently named columns.
AI-assisted matching
Configured rules supported by AI suggestions.
Exception visibility
Surface unmatched and unresolved entries for review.
Approval-controlled rules
No AI-proposed rule goes live without Company Admin approval.
Supplementary reconciliation
Reprocess incomplete transactions when missing data arrives.
Reports and alerts
Management reports and email notifications for key events.
Competitive advantages
Designed Around How Finance Teams Already Work.
Works alongside existing systems
Use the Excel reports and authorized data feeds you already have — no replacement of finance applications required.
Human oversight by design
AI assists with mapping and rule proposals, while approval and review stay with your authorized users.
Handles late-arriving data
Supplementary reconciliation is designed to revisit incomplete transactions as missing information becomes available.
Built in India, for Indian organizations
Developed in India with production infrastructure hosted in India, as stated by the company.
Infrastructure and trust
Built in India, with a Focus on Data Protection.
ReconAiLab states that its production infrastructure is hosted in India at NTT DATA, with a 24/7 mirror server, 180-day retention of ICT logs and a strict privacy approach to customer financial records.
Company-stated control, subject to independent verification.
Read about Security & Privacy- India-hosted production infrastructure (NTT DATA)
- 24/7 mirror server
- 180-day ICT log retention
- Role-based access and customer confidentiality
Frequently Asked Questions
See ReconAiLab in Action
Book a personalized demo with our team to discuss your reconciliation workflows.