Compass gives every person on a project a plain-language way to question their data - answers that are grounded in live records, show their sources, and respect every permission.

Project Intelligence is a deep analytics layer - live health scoring, blocker ranking, risk models, rework analytics and time-series trends across a dozen interconnected dashboards. A build like this normally takes a team a season. Pairing one engineer with Claude Code, given the full context of the codebase, it came together in days.

A fintech SaaS platform processing 80,000+ emails per user was hitting silent API failures,unpredictable sync times of 4+ hours, and inflated AI costs. This case study covers how theentire Gemini API usage layer was redesigned — from an unbounded parallel fire-and-forgetmodel to a controlled, resilient, cost-optimized pipeline.

A full-stack SaaS platform that connects users' Google Ads accounts via OAuth2, generates complete SKAG campaigns with Claude AI, and deploys them live - from business signup to running ads in minutes.

How this platform uses Plaid to connect user accounts, sync transactions, detect subscriptions, and power a centralized merchant directory that bridges bank data with AI-parsed email intelligence.