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Insights on AI, automation, and building products that work.

Engineering Team

Building Production AI: Lessons from 50,000 Phone Calls

What we learned shipping two AI products in 90 days. Spoiler: the LLM is the easy part.

EngineeringLessons LearnedProduction
Engineering Team

The Economics of AI Receptionist Services

Breaking down the unit economics of AI phone answering. Spoiler: it's cheaper than you think.

BusinessEconomicsAI
Autonomy AI Team

Why AI Should Be Proactive, Not Reactive

Most AI tools wait for you to ask. We think that's backwards. Here's why AI should take action, not just respond.

AIphilosophyproduct
Engineering Team

Why Price Prediction is a Solved Problem (And Why We Built It Anyway)

The technical approach behind Autonomy PricePulse™ and why timing purchases is fundamentally different from predicting prices.

MLPrice PredictionProduct
Engineering Team

Proactive AI vs. Chatbots: A Technical Deep Dive

Why the next generation of AI agents doesn't wait for prompts—and how to build them.

AIArchitectureProduct Design
Autonomy AI Team

Introducing Autonomy AI: Software That Times Purchases Perfectly

We're building AI that doesn't wait to be asked—it takes action. Learn about our mission and products.

companyannouncementAI
Engineering Team

The Architecture of Voice-First AI Systems

A deep dive into how we built real-time voice AI that can handle thousands of concurrent phone calls.

EngineeringVoice AIArchitecture