Leveraging Machine Learning to Detect Architectural Violations Before Refactoring
IN-COM December 6, 2025 Artificial Intelligence (AI), Compliance, Impact Analysis, IT Risk ManagementArchitectural violations accumulate gradually in large enterprise systems as modules evolve under competing constraints, shifting ownership boundaries and extended maintenance...
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Using AI to Calculate the Risk Score of Every Legacy Code Module
IN-COM December 5, 2025 Applications, Artificial Intelligence (AI), Compliance, Impact Analysis, Tech TalkEnterprise modernization programs increasingly require a defensible and repeatable method for evaluating technical risk across sprawling legacy estates. As systems...
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Best Practices for Quantum-Safe Cryptography Migration Planning
IN-COM December 4, 2025 Artificial Intelligence (AI), Compliance, Data, Tech TalkEnterprise leaders are preparing for a cryptographic transition that will reshape security architectures across mainframe estates, distributed ecosystems, and cloud...
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AI Detection of Subtle Logic Shifts in Automated Code Translation
IN-COM December 4, 2025 Artificial Intelligence (AI), Code Review, Industries, Tech TalkAutomated code translation has become a foundational element of large-scale modernization programs, yet its acceleration introduces a category of risk...
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What Percentage of Legacy Code Can Realistically Be Refactored by AI?
IN-COM December 3, 2025 Artificial Intelligence (AI), Compliance, Data, Impact Analysis, Legacy SystemsAI driven refactoring has become an influential component in enterprise modernization programs, yet the proportion of legacy code that can...
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Detecting High-Latency DB2 Cursor Patterns Through Static Analysis in COBOL Systems
IN-COM November 26, 2025 Application Repair, Artificial Intelligence (AI), Code Analysis, Impact Analysis, Legacy SystemsCOBOL applications that interact with DB2 often suffer from hidden cursor inefficiencies that accumulate over years of incremental development. These...
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