Savaş DoğanAI integration · Software architecture

Technical consulting and fractional CTO

Some companies need fewer wrong decisions rather than more code. For companies that cannot carry a full-time CTO but cannot afford to guess at technology decisions either, I work on a fixed monthly scope.

What is a fractional CTO?

A fractional CTO is an outside executive who owns a company’s technology decisions for a defined number of days per month. They do not write the whole system; they decide what gets built, on what technology, by whom — and what will not be built at all.

What matters in this role is not only technical depth but having sat on the other side of the table. I served as CIO and VP at an international game studio, ran my own IT firm for six years, and mentored at Startupbootcamp. Defending a budget, hiring, and explaining a technical decision in financial terms are not new work for me.

When is this the right choice?

In four situations: there is nobody senior enough to make the technology call; a vendor proposal needs evaluating and nobody can evaluate it; there is a team but no technical direction; or there is pressure to “do something about AI” and no idea where to start. If you need a full-time CTO, this is not the right choice — in that case I help with the hire instead.

Monthly scope options
ScopeWhat it includesWho it suits
AdvisoryTwo fixed calls a month, written opinions on architecture and technology decisions, vendor proposal reviewFounders who will make the call themselves but want it checked
Active fractional CTOWeekly cadence, architecture ownership, code review, participation in hiring, roadmapCompanies with a team but no technical direction
AI adoption roadmapProcess inventory, suitability screening, pilot selection, cost and data-residency framework, 12-month planCompanies under pressure to adopt AI with no starting point
Technical audit (one-off)File- and line-level review of the existing system, risk ranking, concrete remediation listBefore an acquisition, a takeover or a vendor change

What does an AI adoption roadmap contain?

The roadmap starts by screening existing processes for AI suitability and ends with a twelve-month sequence. The output is a decision document, not a deck: which process, in which quarter, on which architecture, under which budget ceiling — and which processes will not be touched at all.

  1. Process inventory. Listed by volume, repetition, error tolerance and data sensitivity.
  2. Screening. Processes with low error tolerance and unverifiable output are dropped first. This step is what rescues most programmes.
  3. Data reality. Where the data actually lives, in what shape, and who can reach it. Most AI programmes stall here, not at the model.
  4. Architecture frame. Local or hosted, which step on which side, and what the data-residency position is.
  5. Sequence and budget. A quarterly plan with a ceiling and a success criterion per item.

What I will not do

I do not take work whose outcome cannot be measured. I do not start on a project whose scope is not written down, I do not take over another vendor’s work without reviewing it first, and I do not recommend a technology because it is popular. If I think something should not be built, I say so — that is the part of consulting that is actually worth paying for.

The most expensive decision in a project is not choosing the wrong technology. It is noticing eighteen months later.

Technical consulting: frequently asked questions

How many days a month do you commit?

It depends on scope. Advisory is two fixed calls a month plus written correspondence in between. Active fractional CTO is a weekly cadence with architecture ownership. The number of days is written into the contract, along with what happens if it is exceeded; a scope that quietly expands is bad for both sides.

Will you work with our existing team?

Yes, and that is the arrangement I prefer. Giving a team direction and adding a senior review layer produces more durable results than replacing anyone. Code review and architecture decisions are the concrete part of the work; the cadence is made transparent from the start so engineers read it as support rather than surveillance.

Can you review a vendor proposal?

Yes. This is the most frequently requested one-off engagement. Scope, assumptions, technology choices and pricing structure are reviewed, and I report in writing which line items are missing and which are inflated. I have no relationship with the vendor and will not develop one.

We are a small company. Is this too heavy for us?

It can be bought as a one-off technical audit or as the AI roadmap alone, with no monthly commitment. In a small company the proportional cost of a wrong technology decision is larger, which is why a single call before the decision often pays for itself.

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