AI Insights
Practical engineering guides from the team behind 35+ production AI systems.
How to Build Production Voice AI Agents That Customers Actually Talk To
A practical guide to building production voice AI agents: latency budgets under 800ms, ASR/TTS selection, telephony integration with SIP, and the monitoring that keeps agents reliable at scale.
RAG vs Fine-Tuning: Which Should Your Enterprise Choose?
When to use retrieval-augmented generation, when to fine-tune, and when to combine both — with real results from a 1,500-user governed knowledge assistant and a RAG system over 1M+ financial filings.
What Are AI Agents? A Practical Guide for Enterprises
AI agents explained for business teams: what they are, the three patterns that work in production, and real examples — from AI sales interviewers to WhatsApp brand assistants.
How Vision AI and Satellite Imagery Automate Site Monitoring
How vision LLMs and satellite imagery detect construction activity at scale: GeoTIFF tiling pipelines, POI mapping, and lessons from a deployment spanning village-level to district-level monitoring.
How to Ship an AI Pilot in Weeks (Not Months)
The delivery process behind 35+ shipped AI products: how to scope a pilot, what to build in the first two weeks, and how to graduate from pilot to production without a rewrite.