First edition July 2026 · Twin

What 148,000 production runs reveal about autonomous agents

A data-backed field guide to what autonomous agents cost, where they create value, and what actually works in production.

Free report. Delivered by email. By submitting, you agree to our privacy policy .

Cover of The AI Automation Report, Edition 1, showing an antique key and headline figures of $60k spent, $200k saved, and 561 agents.
Edition 1 · July 2026 Based on runtime logs, not survey data
96.6% started without a human
$1.12 median cost per run
93% pay back within 5 minutes
55% use a browser

Inside the report

Production data, made practical.

We filtered 148,531 runs across 200 paid accounts down to 561 agents that genuinely operate autonomously, then studied their cost, reliability, tools, and returns.

01

The real economics

Observed runtime costs, break-even thresholds, and ROI ranges across production workflows.

02

What survives production

The triggers, tools, handoffs, and failure modes behind 561 genuinely autonomous agents.

03

Eight workflows to copy

Practical, field-tested automation patterns with prompts you can adapt and run on Twin.

“The question is no longer whether agents are worth running. It’s which five minutes of your team’s day to replace first.”

Get the full analysis, ROI benchmarks, three production archetypes, and eight complete workflow prompts.

Get the free report