Fractional & AI-native CTO
for EdTech.
I've run product and engineering for an online learning platform. I know where EdTech breaks, and how AI changes the classroom, the content pipeline, and the cost structure.
A CTO who has run the platform.
A fractional CTO for EdTech is an experienced Chief Technology Officer who leads an education technology company part-time: the architecture, the engineering team, the content pipeline, and the privacy obligations that come with learner data. You get senior judgment shaped by the industry's real constraints, term cycles, enrollment spikes, district procurement, without hiring a full-time executive.
Mine is operator experience. I served as Chief Product & Technology Officer of an online learning platform, running product, engineering and AI-native transformation. When the need is full-time but temporary, the engagement runs as an interim CTO; my numbers are published in the fractional CTO cost guide.
Also known as: education technology CTO, CTO for learning platforms, e-learning CTO, part-time EdTech CTO.
The hard parts are predictable.
I've lived most of these from inside the platform.
Enrollment-spike scale
Traffic isn't flat, it spikes with enrollment windows and term starts. The system has to hold up on the day that matters most, then not bankrupt you the rest of the term.
Content & curriculum pipelines
Authoring, versioning, and shipping curriculum at scale is its own engineering problem, and it's usually the one nobody resourced properly.
Learner-data privacy
Student data carries real obligations (FERPA, COPPA where relevant). Privacy has to be designed in, not retrofitted before an enterprise or district deal.
AI without harming outcomes
AI tutoring and grading can help or quietly erode learning. The hard part is using it where it lifts outcomes and keeping a human accountable where it counts.
Operator experience, applied.
Build the team & roadmap
Set technology direction for the platform, hire the engineering and product people, and protect a roadmap that survives term cycles.
AI-native learning
Rework the content pipeline and the product so AI is the default, tutoring, generation, grading support, with learning outcomes and privacy protected.
Scale & privacy
Architecture that absorbs enrollment spikes economically, and a privacy posture that passes district and enterprise diligence.
What EdTech founders ask.
Do you have EdTech operating experience?
Yes, I served as Chief Product & Technology Officer of an online learning platform, running product, engineering and AI-native transformation. This isn't industry I read about; it's industry I've operated in.
How can AI help an EdTech product without harming learning outcomes?
By using AI where it genuinely lifts outcomes, personalization, tutoring support, faster content production, grading assistance, while keeping a human accountable for anything that affects a learner's progress, and measuring outcomes rather than assuming the AI helped. The goal is leverage on learning, not automation for its own sake.
Can you handle student-data privacy?
Yes. Learner data carries real obligations (FERPA and COPPA where they apply), and privacy has to be designed into the architecture rather than bolted on before a district or enterprise deal. I've delivered SOC 2 and HIPAA-grade programs in adjacent regulated spaces and apply the same discipline here.
What does a fractional CTO for EdTech cost?
The same published pricing as the rest of my work, in USD: advisory at $10,000 a month (about a day a week), the full fractional engagement at $18,000 a month (about two days), and embedded or interim leadership at $30,000 a month. A fixed-fee Diagnostic starts at $20,000. The full breakdown is in my fractional CTO cost guide.
Can you handle enrollment-spike scale?
Yes. EdTech traffic spikes with enrollment windows and term starts, so the architecture has to hold up on the day that matters most without over-provisioning the rest of the term. I design learning platforms for the spike, and for the cloud bill that follows it.
Do you take interim engagements in EdTech?
Yes. If the CTO seat is empty or a transition needs carrying, I step in full-time as an interim CTO, stabilize delivery, and hand off cleanly to the permanent hire. Fractional is the default when you need part-time judgment; interim covers the gap when the need is daily.
Building in EdTech?
If your platform is straining at the seams, or you want it AI-native before your competitors do, let's talk.