Notes on applied AI

What AI voice agents and automation actually cost, how long they take, where they work and where they do not. Written from building them, not from a content calendar.

AI Voice Agents

5 articles

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AI Voice AgentsComplete guide6 min read

AI Voice Agents: The Complete Guide for Business

What an AI voice agent is, how one actually works under the hood, what it costs, where it works well and where it does not — written from building them.

6 August 2026

AI Voice Agents5 min read

AI Receptionist vs Human vs Answering Service

An honest comparison of the three ways to answer your phone — cost, coverage, quality and failure modes — and the hybrid setup that beats all three on its own.

6 August 2026

AI Voice Agents4 min read

How Much Does an AI Voice Agent Cost?

Build fees, monthly platform costs, per-minute usage and the line items vendors leave off the quote — plus how to work out whether it pays back for you.

6 August 2026

AI Voice Agents6 min read

Building an AI Voice Agent That Books Appointments

The architecture, the calendar integration, the double-booking problem and the escalation rules — a practical walkthrough of building a booking agent that works in production.

6 August 2026

AI Voice Agents6 min read

Why AI Voice Agents Sound Robotic (And How to Fix It)

It is almost never the voice. Turn-taking, latency and prosody are what give an agent away — here is where the milliseconds go and how to get a call under two seconds.

6 August 2026

AI Systems & Automation

3 articles

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AI Systems & AutomationComplete guide6 min read

AI Automation for Business: What to Automate First

A practical framework for finding the work worth automating, the four-quadrant test that saves you from expensive mistakes, and what a first project should actually look like.

6 August 2026

AI Systems & Automation6 min read

12 Business Workflows Worth Automating With AI in 2026

Twelve specific, concrete workflows with the trigger, the steps, the time they save and the failure mode to watch for — plus three that look automatable and are not.

6 August 2026

AI Systems & Automation6 min read

Lead Response Time: Why Five Minutes Decides the Deal

The research on speed-to-lead, why most businesses respond in hours rather than minutes, and the three ways to close the gap — including what to do when nobody is available.

6 August 2026

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