Reconciliation and reporting rely on clean data.

But when incoming files are inconsistent—with missing fields, outdated references or schema mismatches—finance and ops teams are often stuck waiting on upstream fixes or re-importing entire files just to apply a single correction.

Table Editor removes that dependency. It’s your in-platform tool for editing, enhancing and transforming data post-ingestion. No reprocessing required.

You can make fast corrections to individual rows, apply changes across large datasets or enrich your tables with calculated fields and new columns. All fully auditable. All rights-controlled. All instantly reflected in your downstream workflows.

Use Table Editor to:

Standardise data formats across files
Add logic-based fields for categorisation
Apply tactical fixes during client onboarding
Resolve issues without external dependencies

Skip the workaround. Fix it in Kani.

Reconciliation often begins with a simple question: Does this record have a counterpart elsewhere?

But when you’re working across fragmented data sources, currencies or formats, the answer isn’t always obvious.

Kani’s Record Matching tool solves that problem—making it easy to identify, link and reconcile complex records across systems, at scale.

You can build flexible matching rules across your source and target data—whether it’s one-to-one, one-to-many or many-to-many. Define filters, set tolerances, handle exceptions, and let Kani do the heavy lifting.

It’s ideal for reconciliation teams dealing with mismatched currencies, inconsistent formats or high-volume datasets. Record Matching gives you the tools to:

Match smarter
Automate recurring jobs
Handle edge cases with confidence
Track every match with full audit trails
Save time on every reconciliation cycle

Whether you’re onboarding clients, tracing discrepancies or scaling your reconciliation software setup, Record Matching makes the process faster, cleaner and more reliable.

The complexity of payments data is growing. Stay ahead with Kani’s automated reconciliation, reporting and analytics tools for payments and banking companies.

Explore our solutions guide to learn how our purpose-built software brings speed, accuracy and control to your finance operations.

Inside, you’ll find an end-to-end overview of the Kani platform, including:

• Automated reconciliation software: Covering transaction reconciliation, settlement reconciliation, cross-border payment reconciliation and more
• Data reporting: Generate regulatory, financial and card scheme reports
• Data analytics & BI: Gain insights into cardholder behaviour, merchant performance and risk scoring
• Solution implementation: See how we’ll set you up for success with onboarding, support and data integration

Kani’s automated QMR and GOC solution helps you manage quarterly card scheme reports from start to finish. It ingests and standardises payment processor data from any source, simplifies data management tasks and streamlines submissions. You can even drill down into granular transactions, applying filters to split data by ICAs, BINs or products.

Download our brochure to learn why Kani is the go-to for payments business globally to manage their Mastercard and Visa submissions

You’ll learn how our reporting tool:

• Reduces time spent on QMR and GOC reporting from days to minutes
• Achieves 100% compliance with Mastercard and Visa formatting requirements
• Automatically converts all currencies into the scheme-required rate
• Eliminate submission errors and fines with comprehensive data validation checks
• Automatically categorises the correct regionality of transactions
• Gives you full control of your transaction data, with easy access to previous submissions
• Performs data reconciliation, transformation and enrichment without manual intervention
• Get up and running quickly thanks to our seamless integration with over 25 payment processors, including Thredd, GPS, Marqeta, Tribe and more