GAT Guzman Applied Technologies
Comparison · For operators evaluating AI leadership models

Fractional Head of AI Transformation vs AI Automation Agency.

The wedge in one sentence: agencies ship the agent. Fractional ships the agent AND the org redesign, eval bar, vendor calls, hiring, and team handoff. Per-hour, agencies are cheaper. Per-outcome, the math flips once you account for the strategy layer.

See the side-by-side
§01

Side-by-side. Three columns, no spin.

Same dimensions on both sides. The third column names what to look for when you're scoring vendors against either model.

Fractional Head of AI Transformation

Strategy + Build + Org + Handoff

Deliverable: Production AI shipped to your repo, eval bar live, team trained, vendor calls owned, hiring run, adoption defended.

Engagement: 6-month minimum, $12-20k per month, 1 to 3 days per week.

Code lives where: Your repo, your cloud, your accounts. Model-agnostic.

Handoff: Runbook, eval suite, named patterns, observability. Team runs on-call after.

Sits where: Inside the exec staff. Reports into CEO, CTO, or COO.

AI Automation Agency

Build only, fixed scope

Deliverable: The agent, the workflow, or the automation, built to spec.

Engagement: Project fee, fixed scope. $150-300/hr or $20-100k per project.

Code lives where: Varies. Some agencies retain ownership or run the agent on their stack.

Handoff: Demo, sometimes documentation. Eval, observability, and production reliability often skipped.

Sits where: External vendor. Coordinates with one PM on your side.

What to look for

Scoring criteria

Does the code ship to your repo? Or does the agency keep it on their infrastructure?

Is there an eval suite at handoff? No eval = no production reliability after the demo.

Who owns vendor calls and budget defense? If the answer is "you," and you don't have an AI lead, you bought half the work.

What happens at month 6? If the agency stays embedded forever, you're paying for the strategy layer they don't provide.

§02

When an AI automation agency is the right call.

Honest framing first. If your room looks like this, hire an agency, not a Fractional.

01 · Right fit signal

You have a Director-altitude AI leader in-house

Someone already owns strategy, eval bar, vendor calls, and adoption. You just need extra hands to ship a defined automation faster than the in-house team can.

02 · Right fit signal

The scope is small and well-defined

One document intake pipeline. One Zapier-style integration. One agent for one workflow. Project fee, fixed deliverable, 4 to 8 weeks. Fractional is overkill.

03 · Right fit signal

You have your own eval and observability stack

You already run Braintrust or equivalent. You'll wire the agency's output into your existing reliability bar yourself.

04 · Right fit signal

You're testing AI for the first time and want a quick win

Sub-$25k experiment to see if AI moves a specific metric. Fractional is the wrong shape for a single-shot test. An agency or a Scoped Build engagement fits better.

§03

When Fractional Head of AI Transformation is the right call.

If two or more of these show up, the build-only model leaves the strategy layer unowned.

01 · Right fit signal

No Director-altitude AI leader in-house

You can hire an agency to build, but no one will own the budget defense, the vendor consolidation, or the adoption cadence. That work doesn't disappear, it just goes unowned.

02 · Right fit signal

Past automation builds shipped but didn't get used

The agent works. Adoption stalled. That's an org-design problem, not a build problem. Fractional fixes both layers.

03 · Right fit signal

You have 3+ AI projects and no portfolio view

Each project has its own agency, its own stack, its own eval. No allocation logic across them. Fractional pulls the portfolio together using Three-Horizon allocation and a kill list.

04 · Right fit signal

The team needs to own AI after the engagement

Agencies leave with the institutional knowledge. Fractional explicitly trains the team to run without me. Eval suite, playbook, named patterns, runbook. Not a permanent dependency.

Still triaging?

Send the brief. If an agency or a Scoped Build is right, I'll say so.

Quoted in writing within 48 hours. Honest framing on which model fits, even when it isn't Fractional.

See other comparisons