ENGAGEMENT · MODE 03 · EMBEDDED
A senior AI operator inside your team.
Most early-stage AI startups do not need a CTO yet. They need a senior operator inside the team: someone who owns the AI roadmap, makes the architecture calls, unblocks the engineers, and ships alongside them. Someone who has done this before, does not need ramp time, and leaves clean when the company outgrows the role.
The shape that compounds the most. A senior operator inside your team for as long as it makes sense.
Book a call◆ Who this is for
Series A to Series C companies where AI is core to the product. Founders who need senior technical leadership for a defined window but are not ready for a full-time AI head. Companies whose engineering leadership is strong on infrastructure or product but light on production LLM systems.
- ◆You are scaling an AI product and feeling the lack of an experienced technical owner
- ◆Your team is talented but the AI decisions are landing on the wrong person
- ◆You are considering an AI VP hire but the role is too new to define cleanly
- ◆You need someone who can pair with engineers on Monday and present to the board on Friday
◆ Where this sits in the relationship
This is the deepest shape. By the time we are here, we have already worked together — usually through a training or build engagement, sometimes both. The company is scaling, the AI surface area is expanding, and the team needs a senior operator inside the work, not adjacent to it. The engagement is defined, the work is hands-on, and the exit is planned from day one. When the company is ready for a full-time AI head, I help recruit and onboard them.
◆ What we'd do
The engagement is structured around the actual role you need filled: fractional AI architect, embedded lead engineer, or senior technical advisor. The shape depends on the company. The constant: I am inside the team, in your tools, in your Slack, in your standup. Not a contractor pinged quarterly. An operator.
Architecture decisions get made and documented. Roadmap priorities get defended with technical reasoning. Engineers get unblocked. Product gets shipped. The CEO has a credible technical voice in the room. The board has a story they can underwrite.
The duration is whatever the company needs. When the company outgrows the role and is ready for a full-time AI head, I help recruit and onboard the replacement. Clean exit, no founder drama.
◆ What you get
Senior technical operator
Inside the team. In the tools. Making decisions, not recommendations.
Owned AI roadmap
Priorities set and defended with technical reasoning your board can follow.
Engineers who have someone to escalate to
Junior and mid engineers ship faster when there is a senior to unblock them.
Investor-credible AI story
The architecture is sound. The roadmap is defensible. The technical risk is known.
Clear succession plan
From day one we plan the exit: how the company transitions to a full-time leader when the time comes.
◆ What this is not
This is not advisory in the LinkedIn sense: quarterly calls and a Slack channel that goes quiet. It is not interim leadership where I drift from the work. It is not a permanent role disguised as fractional. The engagement is defined, the work is hands-on, and the exit is planned from day one.
◆ Relevant work
Kandji and Acumatica: embedded AI engineering that shipped production features and left the team stronger.
Read the case studyLet's talk about this.