The Blog
Field notes on forward-deployed engineering and AI automation for small businesses — what actually works, and what to fix first.
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.