Frequently asked questions.
What dharsi Recon does, how it handles your data, and how to get started.
dharsi Recon is an AI-powered reconciliation platform. It automates transaction matching across systems, standardises every source, flags exceptions, and maintains a complete, auditable trail. It is built for banks and regulated enterprises that need accuracy, control, and audit-ready evidence.
Recon handles bank statement versus ERP or ledger, supplier statement versus purchase ledger, scheme settlement versus core banking, intercompany reconciliation, payment gateway versus ledger versus bank, and ERP migration reconciliation. The same rules engine and audit trail apply across all of them.
Recon imports files, exports, and structured feeds, with validation and standardisation handled automatically. It supports SWIFT MT and MX, Visa, and Mastercard scheme formats out of the box, alongside ERP, ledger, and bank statement data.
Matching is deterministic and rules-based, so every decision follows logic you define and can explain. AI assists by lifting match rates on imperfect data, and every AI suggestion carries a confidence score and full lineage. There are no black-box decisions, and every match and exception remains fully traceable.
Inference and processing run in-region on Azure UAE North or on self-hosted open-weight models, aligned to UAE PDPL, DIFC, and GCC data-residency requirements. dharsi AI Ltd operates as a processor, with your institution as the controller, and supports per-tenant isolation.
Recon is licensed as a flat annual fee at the financial-institution level. Pricing is not per transaction, per BIN, or per product, so costs stay predictable as volumes grow.
Recon is built for banks, financial institutions, payments and fintech teams, and regulated enterprises across the UAE, GCC, and Africa. It suits any team that needs to match, validate, and reconcile data across systems with audit-grade control.
Book a demo and we will run a tailored walkthrough on a reconciliation like your own, mapped to your sources and schemes. There is no obligation. You can book a time at book.dharsi.ai or email info@dharsi.ai.