Code & Migration Assistants
Support developer teams with code reviews, documentation and legacy system migration.
Legacy systems and grown codebases are often poorly documented, slowing maintenance and migration. An assistant explains code sections, suggests refactorings and helps translate to modern target architectures, with developers retaining control over every change.
- Faster understanding of legacy code.
- Accelerated migration projects.
- Better and more current documentation.
Time to understand code
Time to value
Faster migration steps
More documented modules
Derived from developer hours for code understanding and documentation before and after rollout in the pilot team.
- 01
Codebase analysis
Assess scope, language and quality of the legacy codebase.
- 02
Tooling integration
Integrate with repositories and CI/CD pipelines.
- 03
Migration plan
Define prioritized modules and target architecture.
- 04
Assisted implementation
Generate suggestions with developer review.
- 05
Quality assurance & rollout
Automated tests and staged go-live.
Steps
Data sources
Stakeholders
From first data access to production – every step delivers a tangible interim result.
Code repositories
Source code and version history.
Technical documentation
Existing, often outdated descriptions.
CI/CD pipelines
Build and test processes as context.
Architecture diagrams
System relationships and interfaces.
Ticket history
Known bugs and technical debt.
Test coverage
Existing tests to safeguard changes.
Development teams
Faster ramp-up on unfamiliar code.
IT architecture
Clearer overview of system dependencies.
Project management
Better predictability of migration projects.
IT security
Earlier detection of risky code sections.
Faster understanding of legacy code.
Accelerated migration projects.
Better and more current documentation.
Less dependency on individual knowledge holders.
Higher code quality through structured reviews.
With a solid data foundation this use case gets faster, cheaper and far more stable.
Central code repositories ease analysis.
Existing CI/CD pipelines enable safe test runs.
Unified architecture documentation speeds up migration planning.
Automated test coverage safeguards changes.
Document chat (RAG)
Technical documentation becomes jointly searchable.
Agentic workflows
Recurring migration steps can be automated.
Data platform
Migrated systems can be connected directly to the platform.
Internal Enterprise GPT
A company-owned chat assistant that reliably answers questions on processes, policies and expertise.
Document Chat (RAG)
Search large document sets via chat instead of manually digging through contracts and reports.
Service & Repair Assistant
Technicians get precise repair guidance on-site, drawn from manuals and ticket history.