Real Results. Real Impact.
From AI systems shipped in weeks to stalled projects rescued — here's proof that the approach works. Names anonymized to protect client confidentiality.
Companies Helped
Years Experience
Continents
Client Revenue Impacted
Production AI System
A major financial services company had struggled for over a year to ship an AI-powered document processing system. Multiple internal teams had attempted the build, but each attempt stalled due to accuracy issues and production instability.
The Challenge
The existing prototype had low accuracy and crashed under real production load. Stakeholders had lost confidence, and the project was at risk of cancellation.
The Solution
Embedded with their engineering team. Rebuilt the architecture using Azure OpenAI with proper RAG patterns on Cosmos DB. Implemented a human-in-the-loop verification system for edge cases. Established CI/CD pipelines and monitoring from day one.
Critical Patient System Performance
A healthcare technology company's critical patient data system was hitting slow query times during peak hours. The system was at risk of falling out of compliance due to performance degradation.
The Challenge
Legacy MongoDB deployment couldn't handle the growing data volume. Queries that took milliseconds at launch had become unacceptably slow. The team had tried vertical scaling but hit cost ceilings.
The Solution
Migrated to Cosmos DB with careful data modeling for the healthcare domain. Implemented strategic caching layers with Redis. Optimized indexes based on actual query patterns. Established monitoring and alerting before cutover.
Stalled Platform Rewrite Shipped
An e-commerce platform rewrite had been stalled for months. The team was demoralized, stakeholders had lost faith, and there was no clear path to launch. Leadership was considering scrapping the project entirely.
The Challenge
Scope had ballooned beyond what was achievable. The team lacked clear technical direction and was context-switching constantly. Communication between engineering and product had broken down.
The Solution
Rapid diagnosis to identify root causes. Reset scope to MVP that delivered most of the value with fewer features. Re-sequenced work to show visible progress weekly. Paired with team leads to rebuild confidence and establish sustainable processes.
Experience Across Sectors
Financial Services
Healthcare
E-Commerce
Telecom
Media & Gaming
Energy
Your project could be next.
Whether you're building something new, rescuing a stalled project, or scaling what works — let's talk about how to get it done.