Sandtorv.ai
Available for work
AI for education → shipped at scale

Magnus Sandtorv

Turning complexity into clarity.

I help education organizations adopt AI that actually works — in classrooms, in products, and at scale. 100M+ education users served.

100M+
education users reached during emergency scaling
70M+
students and educators migrated to a rebuilt client
First 25
Teams for Education customers worldwide
63,000+
members in the community I built
About
Most schools know they need an AI strategy — but don't know where to start. I get brought in because I've been through this before: shipping technology to 100M+ education users at Microsoft.

I was one of the first 25 Microsoft Teams for Education customers worldwide, helped scale it from 7M to 100M+ users during COVID, and migrated 70M students and educators to a rebuilt client. I've taught AI workshops for educators, AI safety for students, and helped EdTech organizations build AI into their products. AI adoption in education is the next transition of this scale.

I focus on meaningful work, experimentation, and bringing clarity to complex problems.

Magnus Sandtorv presenting at a conference
Services

Ways to engage.

AI Adoption for Schools

Helping K-12 and higher education institutions adopt AI responsibly — from policy to classroom practice, with hands-on teacher training.

Educator AI Workshops

Practical, hands-on workshops that get educators past the demo phase — built for teachers who need to actually use AI tools in their classrooms.

EdTech AI Integration

Architecture and strategy for building AI capabilities into education products — from LMS platforms to student engagement tools.

Education Platform Transitions

Change management and rollout strategy for technology transitions at scale in education — tested on 70M+ students and educators.

Method

From vague ambition to measurable system.

The spine is deliberately simple: find the value, design the architecture, ship the thing, and prove whether it worked.

Phase 01

Locate the use case that deserves investment.

Workflow mapping, opportunity scoring, and blunt prioritization. The goal is not more AI ideas. The goal is the smallest high-value system worth shipping first.

Workflow inventoryImpact and feasibility scorecardBuild, buy, or ignore recommendationExecutive-ready opportunity brief
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Proof

What others say.

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Track record

Some of my achievements.

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