Service · For Founders & Operators

AI Adoption Consulting

Most AI strategies fail because they start with the model, not the business. We help you find the AI investments that actually compound — and the ones to ignore.

2–4 weeks Engagement length
Vendor-neutral Recommendations
100% credited Fee back if you build with us

You're a founder, COO, CTO, or product leader being pulled in five directions on AI. Your board wants an "AI strategy." Your team is experimenting with three different copilots. Vendors are pitching you weekly. You don't know which initiatives will actually move the business and which are theater.

You need someone who has shipped real AI-native software — not a consulting firm that has read about it.


A focused 2–4 week engagement that produces three concrete things:

Deliverable 1

An AI Opportunity Map

Every workflow, product surface, and operational process in your business, ranked by AI impact potential, cost, and time-to-value. The honest version — not the slideware version.

Deliverable 2

A Build-or-Buy Decision Matrix

For each opportunity, a clear recommendation: build in-house, buy off-the-shelf, partner with a specialist, or do nothing yet. With reasoning, not hand-waving.

Deliverable 3

A 90-Day Execution Plan

The 1–3 initiatives worth starting now, with scope, timeline, and budget estimates. If one of them is something we should build for you, we'll say so — but we'll also tell you when off-the-shelf wins.


We're builders, not slide-makers. Every recommendation we make is informed by what it actually takes to ship the thing. We've integrated LangChain, Claude, OpenAI, Pinecone, and a dozen other tools into production systems. We know what breaks at scale, what's still bleeding-edge, and what's ready to bet on.

  • Builder perspective. Our recommendations include real architecture decisions, not just 2x2 frameworks. We know what it costs to build the things we recommend.
  • Vendor-neutral. We don't take referral fees from AI vendors. Our recommendation isn't influenced by who pays us — it's influenced by what works.
  • Skin in the game. We credit the entire fee back if you build with us. That forces us to be honest about whether a build is actually warranted.

Two fixed-fee engagement options.

AI Opportunity Sprint $25,000 2 weeks

Best for founders and small ops teams who need clarity on where to start. Delivers the Opportunity Map, a short Build-or-Buy summary, and the top 3 initiatives to consider.

The Build Credit

The fee comes back if you build with us.

If you decide to build with us within 60 days of the engagement ending, 100% of the consulting fee is credited against the first build invoice. In effect, the strategy work becomes free if it leads to a build.


Every consulting engagement is run personally by the Solprime Studio founder — not delegated to an associate. That means we can only take on a limited number of engagements each quarter.

Capacity note: We take on a limited number of consulting engagements each quarter to keep the work hands-on. If our calendar is full, we'll tell you in the first call.

How is this different from McKinsey, BCG, or a Big 4 AI advisory engagement?

Three differences. (1) Cost — Big 4 AI engagements typically start at $150,000 and go to $1M+. Ours start at $25,000. (2) Depth — we're builders, so our recommendations include real architecture decisions, not just frameworks and 2x2s. (3) Skin in the game — we credit the entire fee back if you build with us, which forces us to be honest about whether a build is actually warranted.

What does the Build Credit actually mean?

If you sign a build contract with us within 60 days of the consulting engagement ending, the full consulting fee is deducted from your first build invoice. A $50,000 strategy engagement followed by an $85,000 Complex AI MVP build means you pay $50,000 + ($85,000 − $50,000) = $85,000 total. The consulting effectively becomes free.

What if I don't end up building with you?

That's a normal outcome — sometimes the right answer is "buy" or "wait." You keep all the deliverables and we wish you well. No retainer, no obligation, no upsell pressure.

Who runs the engagement?

The founder of Solprime Studio runs every consulting engagement personally. You're not getting handed to a junior consultant.


Tired of AI strategy decks that don't ship?

Book a 30-minute call and we'll show you what a builder-led AI strategy engagement actually looks like — and what it typically produces.