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Realtime AI · Case Study
Coming SoonWe're documenting how we built a production-grade realtime AI tutor combining conversational AI, streaming voice, avatar animation, GPU inference, and model orchestration.
This engineering case study will cover the architecture, latency challenges, deployment strategy, and lessons learned from building a realtime AI learning experience.
Healthcare / EHR · Case Study
An analysis of how AI front-office products are integrating with fragmented ambulatory EHR ecosystems — and the partner economics emerging around that integration layer.
Read: The Scraping LayerProduction AI · Case Study
A decade of production engineering in regulated financial services, carried into AI systems: regulated data, financial systems, AI infrastructure, production reliability, audit/compliance, and engineering leadership.
Scaled engineering from 2 to 70+ and led the platform from concept to over $1B processed, $200M disbursed to 800+ brands. Built real-time collections automation and under-24-hour credit approval workflows. Led ISO 27001 certification and ADGM/FSRA regulatory audit. Cut infra costs 50%.
Founding engineering team. Built the lending stack now supporting a $1.2B loan book, launched in under 4 months. Scaled engineering from 2 to 55. Configurable product architecture, multi-bureau credit integrations (CIBIL, Experian, CRIF, Equifax).
Multi-agent orchestration, RAG pipeline on Turbopuffer, LLM evaluation framework, and prompt versioning infrastructure — built to the same audit-grade standard as the regulated financial systems above.