The Blog
Field notes on forward-deployed engineering and AI automation for small businesses — what actually works, and what to fix first.
Read more about Annie, a forward deployed engineer.
Why SMBs that skip AI automation now will fall behind
Your competitors aren't waiting. Missed calls, slow quotes, and manual scheduling are exactly the workflow gaps AI-native automation now closes cheaply — and every quarter you delay widens the gap.
What is a Forward-Deployed Engineer, and why does the AI era need one?
Forward-deployed engineering embeds an engineer inside your business's real workflows instead of shipping you generic software — and Claude just made that model affordable for small businesses, not just enterprises.
Curious what this could look like for your own business? Start with a free workflow audit.