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About Zengines

We make financial data trusted, explainable, and AI‑ready

Zengines helps the institutions that can't get data wrong trace, map, change, and move it — running conversions up to 80% faster and reading the business logic locked inside decades-old legacy code that other tools can't see.

Data flowing from legacy source systems into AI-ready data
Conversions spanning dozens of financial services applications — deployed at multiple Fortune 100 institutions
BlackRockFidelityBNY MellonCharles River DevelopmentAladdin by BlackRockSS&CLinedataCollibraFISPershing, a BNY Mellon companySnowflakeSalesforce
Our story

How it all started

Zengines began in 2020 with one conviction: businesses shouldn't be held hostage by the systems they run on.

We started with an AI-powered, end-to-end data migration platform — giving business analysts the power to run complex conversions without waiting on scarce technical specialists. Then, working inside the world's largest financial institutions, we saw the deeper problem: our clients were paralyzed by "black box" legacy systems. Decades of mainframe COBOL, RPG, and undocumented processes had created an impenetrable maze of data paths that no one fully understood — and the experts who wrote them were retiring.

That revelation led to our second product, Contextual Data Lineage — reading the calculations and business rules inside the code itself, so the institutions that run on those systems can finally explain them. Two products, one revelation: keeping data trusted and explainable is the same job, seen from two sides.

What we aim to achieve — and why

Our mission

Make financial institutions' data trusted and explainable, so they can turn AI into real enterprise value.

Our vision

Institutions with the data and technology agility to adopt AI, and to adapt to whatever comes next.

Our approach

Put trusted, explainable data in business analysts' hands, so institutions can empower their teams without waiting on armies of engineers.

Our team

Caitlyn Truong
CEO, Co-founder
Todd Stone
President, Co-founder
Vasudha Raju
Vasudha Raju
in ↗
VP Engineering
Esther Jesurum
Principal Engineer
Murray Grigo-McMahon
Head of User Experience
Carl Drisko
Strategic Advisor, Co-founder
Our impact — proven at Fortune 100 financial institutions
80%
faster data conversions
6x
business-analyst productivity
99%
fewer reconciliation breaks
$14M
raised across announced rounds

Let's build your AI-ready data foundation

See how Zengines helps you migrate, modernize, and stay compliant — and produce AI-ready data along the way.