Modernizing Legacy Software and Embedding Practical AI Without Rewriting Your Business
We help companies evolve existing ASP.NET, Python, and JavaScript systems and safely integrate AI using AWS and Amazon Bedrock.


17+ years in software services

Long-term client partnerships

Legacy and enterprise expertise

AWS-based, security-first delivery
Your systems still run the business but they are holding it back
- Legacy ASP.NET and monoliths
- Manual reporting and workflows
- Pressure to add AI
- Fear of breaking production
Rewriting everything is not realistic.
Ignoring the problem is not sustainable.
You need a safe, incremental way forward.
We specialize in safe, incremental evolution.
Instead of big-bang rewrites or AI experiments that never reach production, we modernize existing systems step by step and embed AI where it creates real business value securely and responsibly.
Service 1:

Legacy Application Modernization
Incremental ASP.NET modernization without downtime.
Service 2:

AI Enablement with Amazon Bedrock
Private production-grade AI inside existing systems.
Service 3:

Data Reporting and Automation
SQL Server Python dashboards and AI-assisted analytics.
Service 4:

Long-Term Engineering Partnerships
Senior engineers evolving systems over time.
HOW WE WORK
01
Understand the System
Architecture constraints and business realities.
02
De-Risk the Plan
Incremental roadmap no forced rewrites.
Service 3:
Data Reporting and Automation
SQL Server Python dashboards and AI-assisted analytics.
Service 4:
Long-Term Engineering Partnerships
Senior engineers evolving systems over time.
Faster delivery without cutting corners
We combine experienced engineers with AI-assisted development workflows to reduce time to market for legacy modernization and new development.
Tools like Claude Code help us understand large codebases faster refactor safely and iterate rapidly while senior engineers retain full control.
Rewriting everything is not realistic.
Ignoring the problem is not sustainable.
You need a safe, incremental way forward.
WHY MALAIKA CONSULTANTS
- WHY MALAIKA CONSULTANTS
- Production-first AI
- Respect for legacy systems
- Partnerships measured in years