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Field notes from the build.

Lessons from shipping AI into real businesses. No predictions. No threadbois. Just what worked and what did not.

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meta

Why we left WordPress for a static site on Cloudflare

A small studio site does not need a CMS, a theme, a builder, or a plugin marketplace. It needs words on a page and a contact form that works.
Industrial parts on a steel workbench
case study

How we automated 60% of inbound RFQs at PE Energy

An industrial supply distributor gets 200+ RFQs a week. We built a pipeline that drafts a vendor reply, finds the source URL, and routes it to the right human in under a minute.
A wall calendar with two weeks circled in red
playbook

How to deploy a useful AI assistant in two weeks

Most chatbot projects fail because the team scopes for six months and burns out at month two. Here is the two-week playbook we use at Stellar AI, end to end.