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Notes from the build floor

Field notes from shipping AI systems into real businesses.

Why most AI implementations fail in the first 90 days

The pattern is almost always the same: scope creep, untested integrations, and unclear ownership. Here's how to avoid it.

Coming soon
6 min read

Building AI voice agents that actually convert

What separates a voice agent that books meetings from one that sends people running. Five lessons from production deployments.

Coming soon
8 min read

Process automation: where to start (and what to skip)

A practical framework for prioritizing which workflows to automate first — and why the obvious ones are rarely the right ones.

Coming soon
5 min read