Our Work

We deliver practical AI and software outcomes for organizations that need real progress, not slideware. These three cases show how we translate complex challenges into clear, usable results.

Engineering team workshop session with project timeline planning

Natural-language intelligence for real estate data

Real estate analytics

Challenge: A client had a large tenant-satisfaction database spanning many years, numerous buildings and multiple property types. The team needed advanced business-intelligence insights from this broad historical dataset.
Approach: We built an MCP server and specialized AI real estate agents that connect natural-language questions to structured analysis of the historical data.
Outcome: Users can explore trends and obtain advanced insights through natural-language queries, making complex analysis faster and more accessible to non-technical stakeholders.

AI-accelerated modernization of a legacy application

Business-critical .NET platform

Challenge: A ten-year-old .NET application had evolved into a large, tightly coupled codebase and data model that was difficult to maintain and extend.
Approach: We used AI to analyze the existing code, uncover behavior and dependencies, and guide a full rebuild on a modern technology stack with an optimized data model.
Outcome: The team delivered a clean, modern foundation in a short timeframe, making further development and long-term maintenance significantly more manageable.

Production readiness for vibe-coded platform prototype

AI-assisted SaaS service

Challenge: Early AI-assisted prototype build lacked quality gates and operational controls, and the team needed a safer, more predictable path to production releases.
Approach: We performed a security review, established CI/CD, defined an observability baseline and introduced a practical release-management playbook.
Outcome: The platform gained a stronger, repeatable and more controlled path to production, with clearer engineering ownership across release and operations.

Have a similar challenge?

If you are planning an AI initiative, a legacy modernization, or a production-readiness push, we can help you define the right path and execute it with senior engineering ownership.

Discuss your challenge