Long-form arguments on embedded Applied AI.
We do not publish for volume. Each piece exists because someone asked us the question on a discovery call and we wanted a better answer than five minutes of context-setting.
The Applied AI Team You Couldn't Hire
Why founder-led businesses with $5M to $50M in revenue end up choosing between a slide deck from McKinsey and a $2M in-house build. There is a third option that neither side wants you to see.
Read itBuild vs. Buy vs. Embed
A senior Applied AI engineer is $350K loaded. A team of five is $1.75M. A Big-4 engagement is $500K to $5M. The math behind the third option, and why the embed model wins for $5M to $50M businesses.
Read itYou Should Own Your AI Code
Almost every AI consulting firm builds inside a Mozr-shaped account, on a Mozr-shaped repo, with a Mozr-shaped login. The day they leave, you are starting over. Here is why we ship into your repo on day one.
Read itMonth-to-Month AI Consulting
Annual contracts protect the firm, not you. A flat monthly fee with no lock-in and a new shipped module every two to four weeks rebalances the relationship. The first month is the trial.
Read itReplacing Vendor Sprawl With Custom AI
A $20M business runs on twelve SaaS tools that do not talk to each other and three AI products that overlap. We replaced one stack for one client and it took ten weeks. Here is how we sequenced it.
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