Practice
AI-Led Legacy Modernization
Modernize critical systems without unnecessary disruption — using AI as an engineering aid, not a silver bullet.
Booking — Q4 2026
↘ What's included
01
Architecture assessment
Dependencies, risk, and what is safe to change.
02
AI-assisted analysis
Codebase documentation and characterization.
03
Incremental modernization
Refactoring, APIs, and migration in controlled steps.
04
Handover documentation
Technical ownership your team can run.
How it works
A typical engagement
Week 1–2
Understand
Understand the system landscape and business constraints.
Week 3–4
Assess
Assess risk, dependencies, and modernization options.
Week 5–6
Engineer
Engineer incremental changes with validation at each step.
Week 7–8
Document,
Document, hand over, and transfer operational ownership.
Get in touch
Let's talk about what's next.
We answer within a working day. Most AI engineering engagements start once scope, data, and constraints are clear.