Advisory · AI strategy consulting

The judgment to know what not to build.

The hardest part of AI right now isn’t capability — it’s deciding where it actually pays off and where it’s a distraction. That call is worth a senior operator who has watched this pattern repeat through every platform shift since the late nineties.

  • You work with Ryan Walker directly
  • Sequenced by impact, not novelty
  • Reasoning attached to every call
ai-roadmap · example● example
2–3moves that matter
3kinds of call
5decisions logged
  • buildWorth owning: the system that sets you apart
  • buyWorth renting: the commodity tool
  • automateWhere autonomy compounds
  • keep humanWhere autonomy would create risk
  • don’t buildThe shiny initiative that would burn a quarter

Illustration: example roadmap, not a customer.

What this service is

Senior judgment, in the room when the decisions are made

In one sentence

AI strategy consulting is senior advice on where AI will actually pay off in your marketing and growth: a prioritized roadmap with the build-or-buy, automate-or-human and vendor calls made, the reasoning attached, and an honest “don’t build that” when it is the right answer.

Who it is for

  • Founders, owners and growth leaders deciding where AI spend will matter this year.
  • Teams being told by every vendor that their tool is essential.
  • Teams with several AI ideas competing for one quarter.
  • Anyone who wants advice from the operator, not an account manager relaying notes.
The problem

Why is judgment the constraint?

Every vendor will tell you their tool is essential. The expensive question to get wrong is which two or three moves actually matter for your business this year.

Without a filter

  • Every vendor says their tool is essential
  • Shiny initiatives burn a quarter and ship nothing
  • A slide deck that ages in a drawer

With a roadmap

  • Two or three moves that matter this year
  • Sequenced by impact, not novelty
  • A prioritized plan your team can execute
  • Build-vs-buy, automate-vs-human and vendor calls made, with the reasoning attached
How it works

What should you build, and what shouldn't you?

The value is as much in the “no” as in the “yes”.

  • Audit what exists. Site, search and AI visibility, paid media and follow-up, with findings in plain language, including what we would not touch.
  • Decide together which two or three moves actually matter for your business this year.
  • Build, buy or automate where it pays. Don’t build, don’t buy or keep human where it would burn a quarter, fail to earn its line item or create risk.
  • Roadmap: sequenced by impact, not novelty, with the reasoning attached so you can adapt it as the ground shifts.
  • Run it: your team executes, or Avakata builds and operates it. Because Avakata also builds, the advice is tied to what actually ships.
Audit what existssite, search and AI visibility,paid media and follow-upSTEP 1Decide togetherwhich two or three moves matterSTEP 2WORTH DOINGNOT WORTH ITBuildworth owningBuyrent the restAutomateautonomy compoundsDon’t buildburns a quarterDon’t buyearns no line itemKeep humanautonomy adds riskRoadmapsequenced by impact, not noveltythe reasoning attachedSTEP 3Run ityour team, or Avakata builds itSTEP 4
Illustration of the decision flow. Blue is what is worth doing; ember is what is not.
What you get

A plan, not a pitch

The output isn’t a slide deck that ages in a drawer. It’s a prioritized plan your team can execute.

An AI roadmap for marketing and growth

A focused plan, sequenced by impact, not novelty.

Build-vs-buy calls

What is worth owning, and what to rent.

Automate-vs-human calls

Where autonomy compounds, and where it creates risk.

Vendor calls

What actually earns its line item once the demo wears off.

The reasoning attached

So you can adapt the plan as the ground shifts, and it shifts constantly.

A senior operator, directly

You work with Ryan Walker, not an account manager relaying notes.

25+ yrsOperating through every platform shift
RoadmapSequenced by impact, not hype
DirectThe operator, not an account manager
A sample deliverable

A decision record with the reasoning attached

Each call comes with its why, so your team can execute it, challenge it and adapt it as the ground shifts.

decision record● example
  • buildAutomate the repetitive follow-up
    Why: judgment-light work, where autonomy compounds.
  • buyRent the commodity tool
    Why: not worth owning. Revisit if it stops earning its line item.
  • humanKeep the sensitive client conversation human
    Why: this is where autonomy creates risk.
  • don’tDon’t build the shiny initiative
    Why: it would burn a quarter and ship nothing.

Illustration: example decisions, not a customer.

Who you work with

Who will you work with?

Senior

Ryan Walker co-founded Urchin, which Google rebuilt into Google Analytics, and has operated through every platform shift since as a founder, CMO and CRO.

Direct

You work with the person who has actually built and operated these systems, not an account manager relaying notes.

Conflict-aware

Avakata also builds, so the advice is grounded in what genuinely ships and lasts, with trade-offs named honestly, including when the right answer is “don’t build that.”

How an engagement works

How does an engagement run?

After the diagnostic you get a fixed scope and a fixed price for that scope, before anything is built.

  1. 1

    Diagnostic

    We audit site, search and AI visibility, paid media and follow-up, with findings in plain language.

  2. 2

    Decide together

    The build-vs-buy, automate-vs-human and vendor calls, made with your team in the room.

  3. 3

    Roadmap

    A prioritized, sequenced plan with the reasoning attached.

  4. 4

    Run it, or hand it over

    Advisory only, a roadmap you can run yourself or hand to your team, or with Avakata building and operating it.

Engagement models are described on the services page.

Frequently asked questions

Straight answers about AI strategy

Who will we actually work with?

Ryan Walker directly — co-founder of what became Google Analytics, and an operator who has held CMO and CRO roles through multiple platform shifts.

Is this just strategy, or can you build it too?

Both. The advisory is grounded in the fact that Avakata also builds and operates these systems, so recommendations are tied to what actually ships.

What do we walk away with?

A prioritized, sequenced AI roadmap for growth — with the build-vs-buy and automate-vs-human reasoning attached so your team can execute and adapt it.

Will you tell me when not to build something?

Yes. Trade-offs are named honestly, including when the right answer is “don’t build that.”

Is the output a slide deck?

No. It is a prioritized plan your team can execute, with the reasoning attached so you can adapt it as the ground shifts.

What decisions does the roadmap cover?

A focused AI roadmap for marketing and growth, with the build-vs-buy, automate-vs-human and vendor calls made, sequenced by impact rather than novelty.

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