novolingo.ai
Unlock the Intelligence Trapped in Your Legacy Systems
The AI-native platform that decodes hidden business logic and powers automated transformation, from Rocket Universe and COBOL to Finacle.
THE PROBLEM
The Legacy Crisis Keeping CIOs Awake
Most CIOs spend millions keeping the lights on, while others surge ahead with innovation. 74% of enterprises still rely on platforms over 15 years old, leading to dangerous knowledge gaps in operations.
70%
of projects fail to meet objectives.
25%
of these fail catastrophically.
The Core Problem?
Limited understanding of how legacy systems actually work.
THE SOLUTION
novolingo.ai: Unlocking Legacy Intelligence
novolingo.ai is our AI-native, intelligent legacy modernization platform that unlocks hidden business logic within legacy code, making complex systems understandable, modernizable, and future-ready. It seamlessly fits into any environment and transforms undocumented, complex systems into structured intelligence, enabling faster support, safer enhancements, and confident modernization.
FRAMEWORK
Proven 5 Step Path to
Successful Modernization
1.Decode the Unknown
AI ingests and analyses legacy systems to uncover logic and dependencies, giving enterprises the visibility they never had.
novolingo.ai removes the black-box nature of legacy platforms by automatically mapping hidden business rules, workflows, and technical dependencies. This early clarity reduces project risk, eliminates SME bottlenecks, and provides leaders with a factual understanding of what truly runs the business, enabling confident planning and faster decision-making.
Converts decades of complexity into a clean, AI-curated knowledge hub that anyone can understand.
All discovered logic, rules, data flows, and code behaviours are transformed into human-readable documentation and visual models. This empowers engineering, operations, and business teams with shared, accurate knowledge, reducing onboarding time by 50–70% and cutting reliance on scarce legacy experts. The organisation finally gains structured knowledge that improves maintainability and audit readiness.
2.Make Logic Accessible
3.Optimize & Accelerate
AI enhances operations with triage, insights, and recommendations to stabilise existing systems and reduce operational overhead.
novolingo.ai identifies inefficiencies, code smells, dead logic, and high-risk areas, offering actionable fixes and performance improvements. By prioritizing what matters most, enterprises reduce incidents, improve SLA performance, and accelerate change cycles. This step unlocks immediate operational savings while preparing teams for a modernization journey with far lower risk.
AI generates enhancements, tests, refactoring suggestions, and validations that de-risk every change.
All discovered logic, rules, data flows, and code behaviours are transformed into human-readable documentation and visual models. This empowers engineering, operations, and business teams with shared, accurate knowledge, reducing onboarding time by 50–70% and cutting reliance on scarce legacy experts. The organisation finally gains structured knowledge that improves maintainability and audit readiness.
4.Build with Confidence
5. Transform for the Future
Transforms workloads into modern cloud-ready architectures with AI-assisted migration patterns and code conversion.
novolingo.ai guides enterprises to the target architecture, whether microservices, event-driven systems, or modern cloud stack, and accelerates code migration (e.g., UniBasic → Python). By leveraging reusable AI adapters and proven modernization templates, businesses reduce transformation timelines, lower migration costs, and unlock future scalability, innovation, and maintainability.
BUSINESS VALUE FOR CIOS
Predictable & Tangible Outcomes
Faster modernization
Accelerate timelines by automating discovery and documentation
Reduced engineering effort
Preserve hidden business logic
Advanced reasoning ensures zero loss of functionality during
re-engineering
Rapid team onboarding
AI mapping makes new engineers productive in days, not weeks
SECURITY & SCALE
Enterprise Grade Security
Built on AWS, novolingo.ai complies with AWS standards, elevating security on the cloud.
SEE THE PLATFORM IN ACTION
Get a Demo
See live how novolingo.ai provides full visibility and understanding of a heritage platform ecosystem - uncover hidden business rules, dependencies, risks, and opportunities for optimization through advanced AI-driven analysis. Schedule a demo.
