Case Studies
Real projects. Real outcomes. See how we've helped businesses transform their engineering capabilities.
Private AI Development Environment for Healthcare Startup
Challenge
A healthcare SaaS company needed AI-powered code assistance but couldn't send proprietary code or patient-adjacent data to third-party AI services due to HIPAA concerns.
Approach
Deployed a private LLM environment using Qwen 2.5 Coder on dedicated GPU hardware. Integrated Aider and Continue.dev into their VS Code workflow. Built a RAG pipeline over their internal docs and codebase.
Outcome
40% increase in developer velocity. Zero data leaves their infrastructure. $0/month in AI API costs after initial setup.
Legacy to Cloud: AWS Migration for Insurance Company
Challenge
A mid-size insurance firm was running critical applications on aging on-premise servers with no disaster recovery and mounting hardware costs.
Approach
Designed a phased AWS migration using Terraform for IaC. Implemented blue-green deployments, automated CI/CD with GitHub Actions, and set up comprehensive monitoring with Prometheus and Grafana.
Outcome
60% reduction in hosting costs. 99.99% uptime achieved. Deployment time reduced from 4 hours to 8 minutes.
Enterprise VoIP Platform for Multi-Site Construction Company
Challenge
A construction company with 5 office locations was paying over $4,000/month for a hosted PBX solution with limited customization and frequent quality issues.
Approach
Engineered a centralized Asterisk/Kamailio VoIP platform with SIP trunking. Built custom IVR, call routing, and a FastAGI application for intelligent call handling across all sites.
Outcome
70% cost reduction ($1,200/mo vs $4,000/mo). Crystal-clear call quality. Custom call routing logic that wasn't possible with the previous vendor.
Real-Time Analytics Dashboard for Logistics Company
Challenge
A logistics company was managing fleet tracking and delivery metrics across spreadsheets and disconnected tools, causing delays in decision-making.
Approach
Built a full-stack Next.js application with real-time data visualization, PostgreSQL backend, and Redis caching layer. Integrated with their existing GPS and ERP systems via custom APIs.
Outcome
Real-time visibility across 200+ vehicles. Decision-making time reduced by 80%. Custom reporting that exactly matches their workflows.
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