Continuum verifies how COBOL truly runs earlier than any code is modernized, then backs each transformation with a industrial assure of Purposeful Equivalence that probabilistic, AI-only instruments can not match
CloudFrame, Inc. introduced CloudFrame Continuum, the primary mainframe modernization platform that observes how COBOL truly runs earlier than a single line of code is modernized. By grounding each transformation in verified runtime conduct as a substitute of source-code guesswork, Continuum creates a factual basis that helps sooner, lower-risk modernization and a cleaner path to decreasing mainframe prices. In doing so, it additionally closes the AI hole, the space between what AI-only conversion instruments can promise and what they will truly show.
Enterprises in healthcare, monetary providers, and different regulated industries have lengthy confronted strain to modernize mission-critical mainframes however lacked a technique rigorous sufficient to ensure that remodeled code produces outputs an identical to the unique. AI instruments meant to hurry that transformation can solely learn supply code, infer intent, and produce an approximation of equal logic, falling wanting the understanding enterprises working below regulatory compliance frameworks require.
Continuum replaces inference with proof, constructing a verified report of what every program truly does. It then backs each transformation with a industrial assure of Purposeful Equivalence, confirmed via deterministic verification that modernized code conduct matches the unique.
“In conventional modernization, the pricey surprises don’t present up till testing, parallel runs, or manufacturing, once they’re most costly to deal with. We made runtime remark step one,” stated Venkat Pillay, founding father of CloudFrame. “As soon as you already know precisely how a workload behaves earlier than any code is touched, you possibly can rework it on proof as a substitute of guesswork.”
Run First, Remodel Second
Earlier than any transformation begins, Continuum builds a runtime execution report of the particular COBOL workload operating towards production-representative knowledge. This report is the Runtime Fact of this system, a exact account of the way it behaves below actual circumstances. It captures each code path exercised, each determination department resolved, and each knowledge transformation utilized, derived from noticed execution moderately than source-code inference. From that basis, Continuum transforms the code with deterministic logic the place precision is required and AI the place sample recognition provides worth, producing fashionable Java verified towards noticed execution knowledge.
“The mainframe modernization area is extra vibrant than I’ve ever seen it, however the hole between AI guarantees and real-world outcomes is actual,” stated Steven Dickens, CEO and Principal Analyst, HyperFRAME Analysis. “CloudFrame Continuum’s strategy of operating the code earlier than remodeling it addresses blind spots that static evaluation merely can not see.”
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One Platform, Three Outcomes
Continuum helps three outcomes. A corporation can choose the perfect consequence for its objectives.
- Optimize reduces mainframe consumption in place. Continuum’s deterministic optimization lowers the CPU price of present COBOL, reducing the thousands and thousands of directions per second (MIPS) it consumes, with out leaving the mainframe or rewriting the appliance. It’s the lowest-risk entry level and requires no migration.
- Run lifts and optimizes the workload within the cloud. Continuum lifts COBOL, JCL, batch, CICS, and dependencies onto cloud infrastructure and runs them natively, preserving the identical logic, the identical outputs, and the identical conduct. Not like an ordinary carry and shift, the Run path applies automated efficiency tuning, so workloads meet their present service degree agreements on cloud infrastructure with out re-engineering. Mainframe capability is reclaimed instantly, step-function prices change into predictable cloud economics, and financial savings can attain 80% or increased.
- Modernize transforms the workload to cloud-native Java. Continuum modernizes COBOL into functionally and behaviorally equal Java, grounded in noticed runtime proof, 5 instances sooner than AI-only strategies. The Refactor path produces cloud-native Spring Boot, with each transformation auditable. Alternatively, the Reimagine path serves organizations modernizing their goal structure. Architects outline the construction, and Continuum generates production-grade code to match.
A Modernization Path That Pays for Itself
Continuum permits firms to decide on the enterprise consequence that aligns to their wants of price discount or modernization.
Optimize, Run, and Modernize allow completely different enterprise outcomes. A corporation might apply completely different outcomes throughout its portfolio, matching every software to the end result that matches it finest. Every consequence can function a goal state by itself, and financial savings from every effort can be utilized to fund future efforts.
