Agentic Legacy Modernization Workbench
- Enterprise-ready modernization platform with specialized AI agents
- For IT leaders and architects transforming grown legacy landscapes
IT departments struggle with complex legacy systems that resist modernization, facing unclear dependencies, high risks, and black-box solutions that fail to integrate. The Agentic Legacy Modernization Workbench combines a proven operating model with four specialized agents, enabling controlled, plannable modernization that integrates seamlessly into existing development, system, and organizational landscapes—on-premises or in the cloud.
Agentic Legacy Modernization Workbench
- Enterprise-ready modernization platform with specialized AI agents
- For IT leaders and architects transforming grown legacy landscapes
IT departments struggle with complex legacy systems that resist modernization, facing unclear dependencies, high risks, and black-box solutions that fail to integrate. The Agentic Legacy Modernization Workbench combines a proven operating model with four specialized agents, enabling controlled, plannable modernization that integrates seamlessly into existing development, system, and organizational landscapes—on-premises or in the cloud.
IMPLEMENTATION PROCESS
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- Comprehensive discovery for strategic context priming
- Map business logic and system dependencies
- Analyze technical debt and architecture patterns
- Establish baseline KPIs and transformation metrics
- Configure agents for your specific landscape
- Apply AI Use Case Canvas for structured decision-making
- Evaluate modernization options and risk profiles
- Define target architectures and migration paths
- Create transformation playbooks and recipes
- Set cut-off criteria and success metrics
- Execute assisted refactorings to target architectures
- Leverage transformation recipes for large-scale changes
- Maintain full workflow integration throughout
- Apply prompt optimizations and model updates
- Monitor progress with integrated KPI evaluations
- Assess transformation results against criteria
- Generate comprehensive reports and documentation
- Prepare cut-off decisions with data-driven insights
- Enable continuous improvement cycles
- Transfer knowledge through enabling sessions
- Establish maintenance framework with SLA options
- Ensure continuous updates and model enhancements
- Provide time & material consulting support
- Maintain single point of contact
- Scale capabilities through team enablement
Outcomes_
Risk reduction — Start with controlled pilot projects before full-scale transformation
Investment protection — Open-source foundation ensures no vendor lock-in
Operational flexibility — Deploy on-premises or cloud with full integration
Measurable progress — Integrated KPIs and evaluation frameworks track success
Strategic control — Maintain governance while accelerating modernization
Budget predictability — Clear pricing models from pilot to enterprise scale
Agent assistance — Four specialized agents support every modernization phase
Workflow integration — Seamless embedding into existing development processes
Knowledge preservation — Understand and document legacy logic systematically
Guided execution — Transformation recipes enable complex refactorings
Continuous learning — Regular prompt optimizations and model updates
Expert support — Direct access to specialized consulting and enablement