In today’s rapidly evolving digital landscape, enterprises relying on Rocket Software systems face a mounting challenge: decades-old legacy codebases written in PickBasic, layered with multi-value data structures, undocumented DICTs, and implicit business logic that only a few long-time engineers truly understand. These systems are often critical to core operations yet are expensive to maintain, opaque to new developers, and dangerously dependent on tribal knowledge that’s walking out the door with retiring experts. RocketDev.AI , an AI-native platform purpose-built for Rocket environments like Rocket Universe and UniData, directly addresses this problem. By using a domain-specialized large language model trained exclusively on Rocket syntax and design patterns, RocketDev.AI automatically extracts, decodes, and organizes buried business rules, data flows, and module dependencies, turning once-arcane legacy code into a living, searchable, and explainable knowledge base. This not only preserves institutional memory but transforms legacy systems into accelerators for innovation, onboarding, and modernization.
🔍 Under the Hood: What Makes RocketDev.AI Different
Language Model Specialization
At its core is a purpose-built LLM trained exclusively on Rocket Universe (PickBasic) syntax, data structures, and legacy logic patterns. It understands DICTs, multivalue semantics, and Rocket-specific workflows out of the box, something generic LLMs simply can’t do.
LangGraph-Based Agent Framework
The platform leverages LangGraph to coordinate intelligent, multi-step AI workflows from code comprehension and business rule extraction to structured documentation generation, all tailored for Rocket legacy codebases.
Multi-Source Context Integration
RocketDev.AI builds a continuously evolving knowledge base by extracting insights not just from code, but from Rocket documentation, historical support tickets, and known issue logs. Developers get context-aware answers grounded in reality, not hallucinated summaries.
Code-to-Doc Automation
The system analyzes Rocket Universe source files (typically ingested from code repositories) and automatically generates structured, AI-driven documentation, including detailed code explanations, concise summaries, extracted business rules, and inter-module dependency mappings. These artifacts are seamlessly presented through an interactive, developer-friendly portal. The portal organizes the insights by module, entity, and business domain, making it easy for developers and support engineers to explore, query, and understand even the most complex legacy codebases.
Security & Compliance by Design
RocketDev.AI is built with a security-first architecture that ensures all data, code, and processing remain fully contained within your enterprise cloud environment, never transmitted externally, never shared with third parties. Sensitive business logic and proprietary system knowledge stay under your control at all times. The platform adheres to strict access control policies, encryption standards, and audit-ready practices, making it ideal for organizations operating in highly regulated industries. Whether you’re in finance, healthcare, or government, RocketDev.AI helps modernize legacy systems without compromising confidentiality, compliance, or control.
Onboarding & Ticket Acceleration
Through its integrated developer portal, RocketDev.AI offers a conversational AI agent trained on a continuously evolving institutional knowledge base. Developers and support engineers can interact with it just like they would with a veteran teammate asking questions about legacy business logic, unclear code paths, or how modules interconnect. The agent responds with context-aware, grounded insights sourced from analyzed code, DICTs, support tickets, and system documentation. This dramatically improves ramp-up time for new team members, reduces dependency on tribal knowledge, and enables faster, more accurate ticket resolution, up to 60% faster, based on early customer benchmarks.
Legacy modernization doesn’t have to mean chaos or risk. With RocketDev.AI, enterprises can unlock the institutional knowledge buried in Rocket systems and build future-ready operations without losing control over critical systems.
🧠 AI meets legacy. 🔐 Secure by design.
By Deshan Jayawardana
Senior Software Engineer at Mitra AI
