Data and AI for payments and fintech

Payment service providers and large merchants often run several gateways and acquirers, but routing logic and monitoring are patched together. We build orchestration platforms that choose the best route based on issuer behavior, cost, risk, and user context. The goal is higher authorization rates, lower network and processing fees, and full observability across every transaction. Leaders see the impact in revenue per transaction, chargeback ratios, and incident time, while data teams get one consistent, governed feed for reporting.

Fraud teams sit between revenue targets and risk appetite and feel the pain when rule changes slow down releases. We build fraud platforms that combine machine learning, rules, and case management in one stack so analysts act in real time instead of waiting on batch jobs, with investigators owning every final call. This reduces fraud losses, cuts false positives, and shrinks manual review queues. Executives gain risk metrics tied to P&L, and regulators see a transparent control framework.

Product leaders want wallet experiences that feel simple for customers and still connect cleanly to ledgers, loyalty, and risk systems. We build wallets that span cards, bank accounts, rewards, and alternative methods inside one experience. The focus is on higher activation, more funded accounts, and greater transaction volume per customer. Governed analytics are in place from day one so your team can test pricing, promos, and flows without long engineering cycles.

Marketplaces, gig platforms, and fintechs use payouts as a loyalty lever, yet legacy banking rails keep funds stuck for days. We build instant payout solutions on real-time networks, cards, and wallets with clear rules for fees, limits, and compliance. Operators see fewer support tickets, lower churn among sellers and workers, and tighter control of funding and float. Finance teams forecast better because payout flows sit in one unified data model instead of scattered files.

Issuing banks and fintechs often rely on static rule engines that are hard to change and harder to explain to regulators. We help you move to decision engines that blend AI models, rules, and customer context while keeping every decision traceable. Business teams can adjust policies in days instead of quarters, and data leaders see how changes affect approval rates, losses, and portfolio yield. The result is new account growth and stronger risk-adjusted returns without losing control.

Account-to-account payments offer lower transaction costs and new data, but they only succeed if the experience matches card standards for simplicity and trust. We build API-based solutions that handle consent, authentication, and payment initiation with clear flows for edge cases and support. Merchants gain a lower-fee tender type with predictable settlement, while banks and fintechs gain new signals for credit and personalization. Executives see better margins and conversion on products that use these rails.

Cross-border payments still involve hidden fees, unclear delivery times, and fragmented tracking for customers and internal teams. We build solutions that standardize how you quote, route, and settle payments across corridors and partners. Customers see clearer pricing and faster delivery, and you capture more revenue from FX spreads and related services. Operations teams field fewer complaints because tracking and reconciliation are connected end to end.

Compliance leaders carry personal and corporate risk when reporting relies on spreadsheets and ad hoc scripts. We automate the pipelines that pull from ledgers, payment processors, and fraud systems into a governed lakehouse with clear controls and lineage. This reduces manual effort, shortens reporting cycles, and lowers the chance of errors in submissions. Regulators receive consistent, traceable data, and executives use the same source of truth for steering decisions and cost optimization.