The foundation for AI‑ready data in financial services
Zengines helps financial services enterprises trace, map, change, and move their data — keeping it trusted, explainable, and AI-ready across every modernization, migration, and regulatory mandate.
Every board is asking the same question:How can we be successful with AI?
For most institutions the gap isn't models or infrastructure — it's the data. Decades of records locked inside legacy systems no one fully understands — and in the spreadsheets, workarounds, and exceptions that live between them — running the calculations behind regulatory reporting, risk models, and core operations. AI-ready data comes down to two things. Zengines delivers both.
Data you can rely on — validated and reconciled through any modernization, migration, or vendor change.
Data whose logic and origin can be explained — to analysts, regulators, and AI models.
Two products. One AI data readiness platform.
Trace, map, change, and move your data — keeping it trusted, explainable, and AI-ready across every modernization, migration, and regulatory mandate.
Contextual Data Lineage
Reads the logic inside decades-old COBOL, RPG, and PL/1 — following a single data element across every program that touches it. Not just where data flows, but the calculations and business rules behind it. Legacy data made defensible.
Turnkey Data Migration Platform
Logic discovery through a turnkey data mapping, transformation, and migration platform. An AI-wired operating system — mapping, transformation, validation, and reconciliation end to end — run by business analysts, not armies of engineers, capturing the business logic and exceptions behind the data as it moves.
How a Fortune 100 bank de‑risked a core mainframe migration
Zengines moved a core accounting function off the mainframe to a modern SaaS product — cutting reconciliation breaks by 99% and turning months of analysis into minutes. The same platform produced a Critical Data Elements report for a system with no prior documentation, giving the bank a defensible path to compliance.
Read the case study ↗Built for the moments data is most at risk
Explore all solutions →For the institutions that can't get data wrong — and the partners and investors behind them
Banks, insurers, and reinsurers modernizing core systems and facing rising regulatory and data-transparency mandates — BCBS-239, ORSA, Solvency II.
Consulting firms, ISVs, and BPOs converting client after client — every engagement run through one governed, repeatable platform.
PE firms harmonizing data across acquisitions, carve-outs, and roll-ups — turning multi-entity portfolio data into a governed, portable asset.
“Zengines will be the lynch‑pin of our digital transformation.”
“AI-led automated mapping significantly reduces the project timeline.”
“Excellent use of AI to analyze age-old legacy applications — extracting meaningful outputs that would otherwise be very cumbersome.”
Your questions, answered
What is Zengines?+
Zengines is an AI data readiness platform for financial services that keeps enterprise data trusted, explainable, and AI-ready — through two products: the Turnkey Data Migration Platform and Contextual Data Lineage.
What does Zengines do?+
It helps institutions trace, map, change, and move their data — running conversions up to 80% faster and reading the business logic locked in legacy code, so analysts, regulators, and AI models can all trust the result.
Who is Zengines for?+
Financial institutions (banks, insurers, reinsurers), their delivery partners (consulting firms, ISVs, BPOs), and private equity firms harmonizing portfolio data.
Is Zengines only for mainframes?+
No — it works across legacy and modern systems, from mainframe and AS/400 through distributed and cloud platforms.
Build your AI-ready data foundation
See how Zengines helps you migrate, modernize, and stay compliant — and produce AI-ready data along the way.