Deep research on legacy modernization methodology, stack-specific transformation patterns, and the deterministic + agentic approach that makes enterprise-scale migration possible.
Why legacy modernization demands deterministic engines and agentic reasoning working together — and why generic AI tools fail at the most critical enterprise programs in the world. Covers SOTERIA, APPDATE, KÍRKĒ and the reasoning layer that connects them. Includes competitive positioning and a reference engagement case study.
How MIRA transforms 14M lines of ADABAS/Natural — one of the most rule-dense legacy stacks in existence — into modern Java Spring Boot while preserving 100% business logic parity. No traditional spec cycles. No manual rule transcription. The legacy source is the source of truth.
The three-layer methodology that makes MIRA different from every other modernization approach. Parsers and graph builders extract facts. MIRA Codex reasons over them with confidence scores. Human gates escalate only what truly requires a decision. Agents do the work. Humans make the call.
The complete playbook for replacing Oracle Forms thick-client applications before Oracle's EOL window closes. Covers architectural coupling, the 7-step transformation flow, JWT + RBAC security uplift, LOV modernization, OpenTelemetry observability, and the SQL cheat sheet for Forms-to-PostgreSQL migration.
Every engagement starts with a free Estate Assessment — your codebase scanned, risk-scored, and mapped before you commit to anything.