Industries / Fintech & Payments

Production AI for money movement.

We help fintech leaders scale, secure, and streamline payment ecosystems with real-time analytics, a cloud-native lakehouse, and end-to-end governance, with fraud, underwriting, and compliance built into the transaction path.

Decisioned in the transaction path

The challenge

Legacy rails can't keep pace with modern payments.

Fintech systems face mounting pressure to scale, stay compliant, and support innovation. Outdated infrastructure creates barriers, from data silos to regulatory risk, that hold back growth and real-time performance.

Limited scalability

Legacy systems strain under the volume, velocity, and storage demands of modern payments.

Data silos

Disconnected systems block data sharing, collaboration, and the insight that drives products.

Compliance burden

Meeting AML, KYC, and data-governance mandates is hard on outdated infrastructure.

Lack of agility

Inflexible cores slow the rapid development of new products and services.

Rails & systems we unify

Every gateway, network, and data source, in one place.

We integrate acceptance, issuing, and network data into a governed lakehouse, so risk, finance, and product teams work from one real-time source of truth.

Acceptance & gateways
Stripe
Adyen
Square
Card networks
Visa
Mastercard
Data & issuing
Plaid
Marqeta
What we deliver

A unified, compliant payments platform.

Lakehouse foundation

A Delta Lake and Unity Catalog architecture that manages batch and streaming data in one place, processing millions of transactions with ACID reliability.

Real-time fraud & risk

Models deployed into the transaction path with guardrails and monitoring, catching threats without slowing settlement.

End-to-end governance

Centralized metadata, fine-grained access, and full lineage to stay compliant with GDPR, AML, and KYC across your data and AI estate.

Scalable growth

Cloud-agnostic infrastructure that expands with you, the way leaders scale to tens of millions of users while keeping costs in check.

Use cases that drive impact

Trust, speed, and innovation at scale.

From the gateway to the ledger, we turn payments data into safer transactions, faster products, and lower cost to serve.

01

Real-time fraud detection

Score every transaction inline, balancing fraud loss against false positives and friction.

02

AML / KYC automation

Centralized controls and clean lineage that simplify reporting and reduce regulatory risk.

03

Dynamic pricing & routing

Optimize interchange, routing, and pricing in real time to protect margin on every payment.

04

Customer lifetime value

Model LTV and churn from unified behavioral and transaction data to focus growth spend.

05

Underwriting automation

Agentic workflows that pull from Plaid and bureau data to decision applications in seconds.

06

Reconciliation & reporting

Automate settlement reconciliation across processors and networks with full auditability.

Real-time

In-path decisioning

AML/KYC

Governance built in

SOC 2

Type II certified

250+

Production deployments

Built on the platforms you trust

Certified across the modern data and AI stack. We build on the lakehouse, cloud, and model providers your risk and security teams already approve.

Databricks
AWS
Azure
OpenAI
Anthropic

Move money with confidence.

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