Ensuring nothing legacy breaks when everything changes

Everyone plans to succeed. Most mainframe migrations still fail.

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ProdPerfect Levels Up Your QA Cycle

30%

Reduction of overall migration project cost

50-100x

Faster results than a team can produce

60%

Automation from system test is reused across each phase

$100M+

Aggregate client savings

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Migration Validation is Expensive, Risky, & Critical

“70% of digital transformation initiatives fail, often due to legacy system complexity.” Accenture states that “Validation and testing account for 50% of migration project cost, 50% of timeline, and nearly 100% of the risk.”
-McKinsey & Company

ProdPerfect cuts down on test analysis, bug hunting, re-work, and QA cycle expansion to save your timeline, your budget, and your project.

Prepare, Execute, & Analyze with ProdPerfect

Plug and play deliverables make ProdPerfect a perfect fit

Human-Readable
Test Proposals

ProdPerfect generates comprehensive, human-readable test proposals on-demand—faster, cheaper, and more thoroughly than manual creation—giving you ready-to-use test cases for baselining your legacy system or validating your converted application. These AI-generated proposals integrate seamlessly into your existing testing workflows, accelerating coverage without adding QA headcount.

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Automated Baselining

Automated Baselining captures a complete, precise snapshot of your legacy system’s behavior—every output, workflow, and edge case—so you can systematically verify your modernized application produces identical results. It eliminates guesswork by showing you exactly where the new system diverges from the old, turning migration validation from a high-risk gamble into a measured, controllable process.

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Adaptive Self-Healing Test Scripts

When code changes break your test suite, ProdPerfect’s AI automatically detects the issues, regenerates affected tests, and maintains complete coverage—eliminating the manual maintenance burden that typically consumes QA teams during migrations. Your tests evolve intelligently alongside your codebase, ensuring accuracy and completeness without constant human intervention.

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Scalable AI-Generated Unit Tests

ProdPerfect generates comprehensive unit tests to any coverage target you need and integrates directly into your CI/CD pipeline, giving you enterprise-grade testing without manual scripting. Our platform continuously maintains and evolves your test suite based on real end-user behavior, ensuring your tests stay relevant as your application grows.

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Industry-based Experience & Solutions

Within 3 months of ProdPerfect being engaged the project reduced test discovery cycle time down by 60%

GenAI driven batch test discovery is producing an output of thousands of online and batch test cases per month and has not experienced a single material defect in accuracy in 6 months

Currently expanding our footprint at the client to handle baseline testing and automation generation and execution directly from P2 Legacy Harness

“The functional test proposals generated by ProdPerfect were 100% accurate, caught an issue that humans had previously missed, and save us tremendous amounts of time each and every week.”
Senior Quality Manager within the office of the CTO

This engagement supports a mainframe migration of a series of mainframe applications​

ProdPerfect brought in to support building unit tests for the newly generated java applications​

ProdPerfect was able to successfully generate 99% unit test coverage for the generated code​

Unit tests were thoroughly reviewed by client engineers and were highly regarded for both depth and quality of testing – surpassing the reviewers’ expectations of what would be comparable human-written unit tests would have produced for the same codebase​

“The tests ProdPerfect produced for us are better and more thorough than the ​tests that humans could prepare in ​any reasonable amount of time.”​
Director of Mainframe Modernization​

“The tests ProdPerfect produced for us are better and more thorough than the tests that humans could prepare in any reasonable amount of time.”

Sampath Amatam

Director of Mainframe Modernization

“ProdPerfect rapidly built automation to test our application in multiple complex areas and succeeded where other efforts have failed. Their team was thorough, responsive, and one of my favorites to work with.”

Sean Sutherland

Senior Engineering Manager

“ProdPerfect found bugs immediately and paid for itself right away. It’s an integral part of our testing and deployment pipelines, and knowing that our integration tests were constantly up-to-date empowered our engineering and product teams to deliver more efficiently.”

Tom Jaklitsch

CTO ($75M raised)

“Within a few weeks we were able to move from ad-hoc regression testing to automated testing that we can run early and often. We catch multiple bugs every month that would have hit prod and could have been painful, and we use the test result videos to quickly diagnose any issues. We’re fixing bugs faster and thus actually increased our developer velocity.”

Frank Shotwell

Director of Engineering ($35M raised)

Accelerate Each Phase of Validation for Legacy Modernization

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ProdPerfect is built by data scientists and AI engineers for legacy technology leaders that want to radically improve their migration and development cycles with AI.

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