

End Data Mismatches
Ensure data integrity across your Enterprise
Designed to deliver
Our automated Data Assurance Solution, powered by K2View’s patented logical unit technology, continuously reconciles data across systems at the business-entity level.
It eliminates hidden mismatches that cause revenue leakage, compliance issues and customer distrust, empowering leaders to make decisions with confidence.
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Replace fragmented tools and manual scripts with a single, streamlined process that spans detection, investigation, and resolution. Built for scale and speed, it ensures full control over your data assurance lifecycle while reducing complexity, effort, and risk.
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Start with a rich library of pre-built business rules and templates for common data and revenue assurance scenarios, minimizing setup time and maximizing relevance.
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Go beyond simple field matching to compare data in terms of real business entities such as customers, accounts, transactions, orders, products, claims. By mirroring how your business runs, the solution finds critical inconsistencies, bridging the gap between data and business reality.
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Embedded machine learning automatically flags discrepancies and pinpoints likely root causes. The system intelligently prioritizes the most critical issues (e.g. revenue-impacting errors) for resolution, drastically reducing manual triage time, allowing your teams to focus on fixing issues at scale.
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Cloud-native, low-code, and built on top of K2View’s high-performance data fabric, the solution deploys fast, scales on demand, and reconciles enterprise-grade data volumes without impacting production systems.
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Interactive dashboards and reports translate results into business KPIs that matter. From high-level revenue integrity scores to detailed error drill-downs, stakeholders at every level get visibility. No more guessing, a single source of truth regarding data consistency.

Want to learn more?
Book a free 30 mins call with our experts
See how we can help you reconcile the right way.
Faster, smarter, and with full control.
Inconsistent data costs enterprises up to 25% of their revenue.
Left unaddressed, mismatches lead to silent leakage, reporting failures, and growing friction between teams and partners.
Data mismatches in transformation programs
Replacing or upgrading core systems often leaves data incomplete, duplicated, or misaligned. These issues disrupt reconciliation, impact revenue recognition, and delay program milestones. Manual validation cannot scale, leaving financial and operational risks unchecked.
Revenue leakage from production system mismatches
When systems fall out of sync, the financial impact can be significant. In complex environments, these mismatches often go unnoticed until revenue reports expose the damage. At that point, recovery is slow, costly, and rarely complete. Whether it’s telco, banking, healthcare or retail, our tool helps you stay ahead of revenue-impacting data mismatches.
Disputes in revenue-sharing partnerships
Incentive models built on shared data are only as good as the trust behind them. When your partners rely on different logic, systems, or datasets, mismatches are inevitable. This leads to payment delays, drawn-out reconciliations, and unnecessary friction between teams.
Outcomes our customers unlock with us
Consistent data across legacy, cloud, and partner systems
Fewer disputes, faster settlements, and more accurate partner payments
Post-migration stability and assurance
Fewer support tickets due to data errors
Improved billing accuracy and reduced revenue leakage
Significant reduction in mismatch manual analysis time
Transparent, trusted insights for both technical and business teams
