Vivaswan Rai@viva

Enterprise modernization takes 2–10 years because nobody knows what the hell the old code does anymore. You can't rewrite what you don't understand. Legacy systems are billion-dollar black boxes running on tribal knowledge and prayer. One wrong move breaks compliance, business logic, or 30 years of institutional memory. Current tools? Code search and pretty diagrams. Useless. You need a cognition layer that reads the chaos, maps the blast radius, predicts what breaks, and tells you how to modernize without triggering financial Armageddon. That's what we built. Software MRI is architectural observability for legacy systems. Point it at any codebase and get instant X-ray vision: dependency graphs color-coded by domain, execution flow tracing in plain English, blast-radius prediction for every module, technical debt heatmaps showing fragile regions, and AI-powered modernization sequencing that tells you exactly what to extract first. The deterministic analysis layer finds the structure. IBM Bob explains it — turning graphs into narratives a non-engineer can read, recovering undocumented business logic, and planning safe migration paths through decades of accumulated complexity. Software archaeology meets AI-powered surgical precision. Turn "nobody knows how this works" into "here's exactly what happens and what breaks if you touch it." Because guessing is not a migration strategy. Modernization should not require losing institutional memory. And billion-dollar systems deserve better than hope and documentation that went stale in 2003. Built for the IBM Bob Hackathon. Powered by complete repository context, multi-step reasoning, and the kind of cognitive heavy lifting that only AI can do at scale.

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