Category: Case Study

The data pipeline that cost $50K/month — and the audit that found why

A financial services firm running analytics on trade settlement data came to us with a specific complaint: their cloud data platform cost had tripled in eighteen months, and nobody could explain why.

How a retailer reduced inference latency 90% with feature store caching

A mid-market e-commerce retailer with roughly $200M in annual revenue had invested eighteen months building a product recommendation engine. The models were accurate. Offline evaluation showed meaning

Case Study: Building a Production AI Knowledge Layer for Financial Services

A regional bank's investment research team spent 60% of their time gathering information and 40% doing analysis. Analysts had to search through regulatory filings, internal research memos, market data

Case Study: End-to-End RAG Platform for Customer Support

A SaaS company with 200 support agents and 10,000+ knowledge base articles had an 18-hour average response time and 23% first-contact resolution. Their largest enterprise client threatened to cancel a