Unified lakehouse
Core, card, lending, and third-party data land in one open lakehouse, giving the institution a single, consistent source of truth.
Data Platform & Lakehouse for Banking | ACM Global Tech
Data platform
One source of truth, ready for AI.
A data-first lakehouse that unifies your banking data, runs real-time analytics, and feeds feature stores into AML, risk, and lending models, with governance built in. The foundation every model depends on, built once and shared across the institution.
The problem
Models are only as good as the data beneath them.
Bank data lives in core systems, card processors, and a dozen point solutions that were never meant to talk. Analytics runs on stale extracts, every model team rebuilds the same features, and no one can prove where a number came from. AI on top of that foundation inherits all of it.
Silos
Data scattered everywhere
Core, cards, lending, and point solutions each hold a slice. No single view exists, so every question requires stitching systems by hand.
Latency
Analytics runs on stale data
Nightly batch extracts mean decisions are made on yesterday's picture. Fraud and risk need signal as it happens.
Duplication
Every team rebuilds features
AML, risk, and lending each engineer the same inputs in isolation, with no shared store and no agreement on definitions.
Governance
Lineage examiners can trust
Supervisors expect to know where data came from and who touched it. Ungoverned pipelines cannot answer that question.
What we deliver
Unified data, governed and live.
A lakehouse that brings every source into one governed platform, serves it in real time, and feeds the same trusted features to every model that needs them.
Feature store
One governed store of model features, computed once and served to AML, risk, and lending alike, so teams stop rebuilding the same inputs. This is where data turns into AI leverage.
Real-time analytics
Streaming ingestion and low-latency queries put fresh signal in front of fraud, risk, and operations as events happen.
AML, risk & lending models
The same trusted features feed compliance, risk, and credit models, so every decision draws on one consistent view of the member.
Governance & lineage
End-to-end lineage, access controls, and quality checks make the platform something an examiner can inspect and trust.
Open formats
Built on open table formats, so your data stays portable and is never trapped in a proprietary warehouse.
The proof
Proprietary IP. Open source. Battle-tested.
Real infrastructure you can read and run, not slideware.
40+ proprietary innovations
Across AI infrastructure, data platforms, feature stores, and real-time analytics.
Open-source core
The data stack is built on open formats and published tooling, so the platform can be audited and run rather than trusted on faith.
Data-first by design
One governed foundation feeds every model, so AI is grounded in data you can trace and defend.
Build AI on data you can trust.
License the IP, resell it under your brand, or co-build with our team. Deployable into any regulated market.
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