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Legacy Harmonization

AI Systems
for Legacy
Harmonization.

Mainframe ModernizationDocumentation GenerationCost OptimizationCapacity PlanningArchitectural EngineeringSecurity AssessmentsMainframe ModernizationDocumentation GenerationCost OptimizationCapacity PlanningArchitectural EngineeringSecurity Assessments
AI for the Enterprise

Legacy Harmonization

The process by which the new is folded into the old, accelerating both. AI Agents built specifically for COBOL and mainframes.

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Our Approach

We start with detailed and thorough analysis of z/OS and IBM i systems, mapping architecture, code paths, dependencies, and operational workflows before recommendations are made.

Purpose-built

Our AI systems are specifically trained on legacy system languages - COBOL, JCL, RPG, Assembler, and more. We understand the syntax, patterns, and architectural conventions of systems built decades ago enabling accurate analysis of complex legacy codebases that generic and static tooling misses.

Agentic

We deploy specialized AI agents - each designed for specific tasks like dependency mapping, business logic extraction, or performance analysis. These agents work autonomously to parse millions of lines of code, trace data flows, and build comprehensive system intelligence.

Forward-Deployed

The Gestell team works in your environment, within your security boundaries. We combine AI agents with human orchestration to dramatically scale work output and ensure success where others might fail. No offshore teams - just accountability where the work happens.

TAPE UNIT 01 STATUS SYS CPU I/O MEM NET DSK PWR ERR CONTROL PROC-A // 64-BIT // ACTIVE PROC-B // 64-BIT // STANDBY DASD // STORAGE // ONLINE COMM // CHANNEL // ACTIVE GESTELL // MF-9000
Deployments

Intelligence

Comprehensive documentation and analysis of your legacy systems. Our AI agents map your entire codebase, extract business logic, and create interactive documentation platforms where your team can query decades of code instantly. Understand what you have before deciding what to change.

Harmonization

Accelerate your mainframe operations with secure AI agents connected directly through MCP. Unlock real-time insights, resolve challenges faster, and modernize systems engineering workflows.

Modernization

Bring your legacy system into the cloud utilizing AI agents that preserve business logic. Our agents bridge legacy to modern while maintaining functional equivalence, with rigorous validation ensuring no logic is lost. We handle data migration, testing frameworks, and parallel run strategies to de-risk the transition.

Enterprise-grade security

  • Cloud, Bare-Metal or Air-gapped deployments
  • Zero data egress
  • Role-based access controls with full audit logging
  • Custom IdP and SSO integration

Fine-tuned Agents

Custom fine-tuned versions of AI agents specialized for specific codebases or proprietary datasets are available for repetitive engineering tasks.

Begin Harmonizing

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