Case Study
Scaling Enterprise SQL RAG to ~95% Accuracy
How business semantics, cost-aware model routing, evals, and human feedback turned a text-to-SQL prototype into a production analytics engine.
Resources · Case Studies
Real systems we built in production.
In-depth breakdowns of real production AI systems: architecture, evaluation harnesses, cost optimization, and lessons learned from deployment.
Case Study
Building a Real-Time AI Interviewer for Technical Hiring
Production-grade live voice interaction, contextual candidate retrieval, sandboxed live coding, and explainable scoring across 150+ engineer-days.
Architecture
Designing an Agentic Learning System for 1:1 Education
Architectural blueprint for AI-assisted 1:1 education across 9 learner stages and 30+ capabilities: teacher copilots, mastery tracking, and safe autonomy.
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Show us the workflow you want AI to run. We will scope it with you in thirty minutes, and tell you honestly if it is not a fit.
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