CodesSavvy provides AI consulting and fractional AI CTO services for founders and small teams who need senior AI direction without a full-time hire. An experienced AI consultant works alongside you, tells you honestly which AI ideas are worth building, scores how ready you actually are, and hands you a costed 90-day roadmap. We diagnose before we build. We work with startups and businesses in the US, UK, Canada, and Australia.
AI Consulting & Fractional AI CTO Services
Senior AI strategy without the six-figure hire. We tell you which AI ideas are worth building, which to skip, what to build first, and what it will cost — then give you a roadmap you own. And if you do not need AI yet, we will say so.
The Direction Gap
AI Strategy in 2026, By the Numbers
Nearly every company is spending on AI. Almost none has the senior direction to turn that spend into outcomes. The gap is not budget or access to models — it is strategy, sequencing, and judgment.
1%
of leaders call their company “mature” on AI deployment — yet 92% plan to increase AI spending. The bottleneck is direction, not budget. McKinsey, Superagency 2025
42%
of companies abandoned most of their AI initiatives in 2025 — up from 17% a year earlier. The average org scrapped ~46% of its AI proofs-of-concept before production. S&P Global, 2025
40%+
of agentic-AI projects will be canceled by end of 2027 — driven by unclear business value, escalating costs, and weak risk controls. Gartner, 2025
The takeaway: the money and the tools are not the constraint — senior judgment is. A fractional AI CTO is the fastest way to get that judgment on the specific decisions in front of you, before you spend on a build or a hire.
The Framework
The AI Readiness Assessment
Before spending a dollar on AI, score yourself across six dimensions. It is the same diagnostic we run in the first week of every engagement. Be honest — the red column is where AI budgets go to die.
| Dimension | The question it answers | Not ready | Ready |
|---|---|---|---|
| Use case & value | Is there a specific, measurable problem AI would solve? | ✗“AI because competitors have it” | ✓A named workflow with a dollar value |
| Data | Do you have accessible, reasonably clean data the AI needs? | ✗Siloed, messy, or does not exist | ✓Reachable via API/DB and good enough |
| Ownership | Is there someone who owns AI decisions and can maintain it? | ✗No owner; it is a side project | ✓A clear owner (even a fractional CTO) |
| Infrastructure | Can your stack support an AI feature safely? | ✗No auth / logging / tests to build on | ✓Solid foundations to extend |
| Economics | Do the unit economics work at 10× usage? | ✗Per-call cost unknown | ✓Modeled cost per interaction and at scale |
| Governance & risk | What happens when the model is wrong — and who is accountable? | ✗No guardrails, no error plan | ✓Guardrails sized to stakes; human-in-loop |
Mostly ready
You are ready to build. Move to AI Integration or, if you have a broken build, AI App Rescue.
Mixed
A short AI Strategy Sprint sequences the work — what to fix first, what to build, what to skip — so you do not waste the budget.
Mostly not ready
Do not build yet. Fix the foundations first. We will tell you that honestly rather than sell you a project.
The Honest Part
Do You Need a Fractional AI CTO?
Not everyone does. Here are the five signs you do — and an honest comparison of every way to get senior AI direction, including the ones that are not us.
5 Signs You Need One
- 1.You are being pushed to “add AI” but cannot separate what is real from the hype.
- 2.You have AI ideas but no senior person to decide build-vs-buy, which model, and what to do first.
- 3.A vibe-coded or pilot AI feature demos fine, but you do not trust it in production.
- 4.You are about to spend real money on a build or a hire and want a senior second opinion first.
- 5.You need AI credibility for investors or customers but cannot justify a $250K+ full-time hire.
The pattern: most bad AI spending is not a technology failure — it is a decision made without senior input. A few days of the right judgment, at the right moment, is the cheapest insurance you can buy against an abandoned AI project. That is the entire job of a fractional AI CTO.
How to Get Senior AI Direction — Compared
| Option | Typical cost | Time to value | Best when | Watch out for |
|---|---|---|---|---|
| Fractional AI CTO | ~$1.5K–$6K/mo | Days | You need senior judgment part-time, ongoing | Make sure they will say “no” to bad AI |
| Full-time CTO / Head of AI | ~$350K/yr avg* | Months to hire | AI is core to the whole company | Expensive + slow if you are pre-scale |
| AI agency (build shop) | Project fee | Weeks | You already know exactly what to build | Many build whatever you ask, needed or not |
| DIY / founder-led | Your time | Varies | Very early experiments | Easy to burn months on the wrong thing |
*A full-time Head of AI in the US averages around $350,000 a year, typically $200K–$400K+ in base salary (Glassdoor). A fractional AI CTO gives you the same senior direction, part-time, from $1,500/month.
What a Fractional AI CTO Actually Does
Not strategy decks that sit in a drawer. Concrete deliverables that change what you build next — and senior direction on tap when you need a decision made.
AI Readiness Assessment
A scored, honest read on whether you are ready to build — and a clear go / no-go on each idea on the table.
Prioritized Use-Case Shortlist
What to build first, what to build later, and what to kill. Sequenced by value and effort, not by hype.
Build-vs-Buy & Model Selection
OpenAI, Anthropic Claude, Gemini, or open models — benchmarked on your actual task, not on marketing.
Costed 90-Day Roadmap
A realistic plan with milestones and unit economics, so you know what it costs before you commit.
Architecture & Risk Direction
Security, guardrails, and data decisions so anything you ship is production-safe, not a demo waiting to break.
Ongoing Senior Sounding Board
Async access plus regular sessions — and oversight of delivery when you build through our engineering teams.
Where This Fits
Diagnose → Advise → Build
AI consulting is the senior-direction layer that sits above the hands-on work. Start wherever you are.
1. Diagnose
Free AI App Health Check
Already built something with AI? Get an honest read on whether it is production-ready.
2. Advise (you are here)
AI Consulting / Fractional CTO
Decide what to do and in what order — with senior direction, before you spend on a build.
3. Build / Fix
Integration & App Rescue
Execute the roadmap: add AI to your product, or fix a broken AI-built app — code you own.
Simple & Accessible
Engagement Models & Pricing
Two ways to work together — both flexible, both starting with a free 30-minute discovery call. We do not price scope until we understand your situation.
One-time, fixed scope
AI Strategy Sprint
$2,500
About two weeks. Everything you need to make a confident AI decision:
- Scored AI Readiness Assessment
- Prioritized use-case shortlist
- Build-vs-buy + model recommendations
- Costed 90-day roadmap you own
Fully creditable toward a retainer or a build/rescue engagement if you go ahead.
Ongoing, cancel anytime
Fractional AI CTO Retainer
Advisor
2 sessions/mo + async access + roadmap upkeep
Fractional AI CTO
Weekly direction, architecture/model reviews, hiring help
Embedded
Deep involvement + oversight of delivery
The affordability math: a full-time Head of AI in the US averages around $350,000 a year (Glassdoor). You get the same senior AI direction, part-time, from $1,500 a month — and you can start with a single $2,500 sprint. Exact scope is set on a free call; we never quote before we understand your situation.
How It Works
From First Call to Clear Direction
Free 30-Minute Discovery Call
We learn your situation and what you are weighing; you learn how we would help. No pitch, no pressure — often we can point you in the right direction on the call itself.
AI Strategy Sprint
About two weeks to a scored readiness assessment, a prioritized use-case shortlist, model and build-vs-buy recommendations, and a costed 90-day roadmap — all yours to keep.
Ongoing Direction (Optional)
Keep a fractional AI CTO on retainer for continuous senior direction, or hand the roadmap to our AI Integration and AI App Rescue teams to execute. Your call.
AI Consulting — Frequently Asked Questions
Get Senior AI Direction — Book a Free Call
Tell us what you are weighing. In 30 minutes, a senior engineer will tell you honestly whether AI is the right move, what to build first, and what it would take — no pitch, no pressure.
Book Your Free 30-Min Discovery Call