A historic lecture hall dissolving into a luminous network of knowledge
Tortin
Deck mode

COMPANY AND PRODUCT STORY

The Teaching
Orchestration Platform.

Built on the educator's own material. Plan, create, teach, assess, support and analyse, all in one orchestration layer.

CHF 42,458 LOCKED SINCE LAUNCH IN APRILIN DISCUSSIONS WITH SEVERAL BUSINESS SCHOOLS AND 2 DISTRIBUTION PARTNERS FOR TARGETED 2026 REVENUE AT CHF 80,000
5 paid pilots2,000 learnersQSTP INCUBATED*
TORTIN.COM | GENEVA | DOHA*QSTP IS THE QATAR SCIENCE TECHNOLOGY PARK
The narrative arc
Act I

The Crisis

Generative AI is eroding university trust and pedagogical authority.

Act II

The Solution

Tortin empowers professors instead of replacing them.

Act III

The Founders

A tenure-track professor and an AI-native builder.

Act IV

Commercial Model

Enterprise cycles cracked via non-procurement budgets.

Act V

Vision & Ask

24 months to profitability and category leadership.

HEC LausanneUniversity of GenevaEDHECLUMSIOCQSTPDurham UniversityHEC LausanneUniversity of GenevaEDHECLUMSIOCQSTPDurham University
Press headlines about the authorship crisis in higher education

Act I

The Authorship Crisis

01ACT I — THE CRISIS

Universities are losing authorship of their Professors' teaching.

GENERICMODELNO COURSE CONTEXTPROFESSORcase studies · framing · rubrics · voiceTeaching content that could belong to any schoolexpertise stripped on the way throughSTUDENTthe 2 AM questionAnswers detached from the syllabusno signal back to the facultyINSTITUTIONno route inNo telemetry — full liabilityintegrity, FERPA / GDPR still sit hereEVERYTHING THAT MAKES A COURSE SPECIFIC IS LEFT BEHIND IN THE MODEL

Students bypass Professors

ChatGPT becomes the 2 AM default tutor. Answers arrive detached from the syllabus, and the feedback loop that tells faculty where learning breaks simply disappears.

Professors get their own work back, flattened

When faculty turn to generic AI to prep, what comes back is textbook consensus: no course readings, no case studies, none of the framing that made the course theirs. Twenty years of expertise, returned as something anyone could have written.

Institutions lose control

Zero telemetry on student interactions with external engines — while liability for hallucination, integrity and FERPA/GDPR sits squarely with the university.

OUR THOUGHTS
“Generative AI didn't just automate tasks; it triggered an authorship crisis. Students bypass faculty completely. Professors lose their voice. And administrations have lost sovereign control over data, integrity, and pedagogical governance.”
02ACT II — THE INSIGHT

One orchestration layer, built on the professor's own material. Not a chatbot. Not a wrapper.

Plan · Create · Teach · Assess · Support · Analyse

From what she already has, the professor orchestrates lessons, builds and deploys a grounded tutor, runs case studies, creates and auto-grades assessments, and sees who is struggling before the exam. Our Founding Faculty Network of ambassador professors keeps co-designing new tools (case simulations, AI labs, timed quizzes, practice sandboxes) that every educator on the platform can use. The tutor is one tool in an ever-expanding toolkit.

01 · AUTHORThe whole lesson, from their own materialLIVE02 · CONDUCTNothing reaches a screen until they release itEVERY QUESTION RETURNS AS SIGNAL THE PROFESSOR OWNS03 · EXTENDTutor, revision and next week, same corpus
And everything stays grounded in their material
01 · COURSE TRUTH02 · GROUNDING GATE03 · WHAT THE STUDENT GETSLecture decks142 slidesReadings & problem sets38 docsRubrics & exam bank6 semestersProfessor tutorRetrieval scoped to corpusBehaviour: SocraticCitation required to answerOpen web: professor's switchOpen webOptional · off by defaultPROFESSOR SETS THISAnswer, with the receipt"What does slide 12 say aboutmarginal cost?"SOURCE · WK6 DECK · P.12EVERY QUESTION RETURNS AS SIGNAL THE PROFESSOR OWNS
Professor console · live sessionRoom control · ON
Now on screens
Slide 12 — released to 214 students
Next in queue
Group activity · 8 min · held
Tutor
Unlocked for the exercise — Socratic
Grounding
Course materials by default — open web is the professor's call
Room signal
31% flagged confusion on marginal cost
LMS
Moodle / Canvas LTI — 15-minute install

“Let's work it out together — what does Lecture 6, slide 12 say about marginal cost before we solve for equilibrium?”

Source: Week 6 deck, p.12

Authoring, not prompting

Slides, activities, games, problem sets and rubrics are generated from the professor's own material and edited by them — the lesson is theirs before class starts.

Live conduct of the room

The professor decides what appears on every screen and when: release a slide, open a task, unlock or lock the tutor, read confusion live and change course mid-hour.

Pedagogy set by the professor

Socratic, coaching or drill; corpus-only or open web allowed — every behaviour is theirs to set, per course. The system executes their teaching, it doesn't substitute it.

Runs wherever the course lives

Works standalone from day one, or plugs into the LMS the university already runs. No migration, no committee, no waiting on central IT.

OUR THOUGHTS
“Universities tried banning AI, and it failed within 48 hours. Professors don't need another chatbot. They need their time back. They upload their material once and Tortin becomes their teaching orchestration platform. For a professor it feels like a dedicated teaching assistant; for an institution it is one governed platform. Plan the course, create the lesson, teach live, assess and auto-grade, support students in context, and see how every student is doing. It stays grounded in their material and cites their exact slide.”
Beyond the classroom

The same need, earlier and later in life. The same toolkit.

Later in life · Executive learning

A Geneva-based non-profit that trains executives runs its first programme on Tortin, on anti-corruption. Next: all of its trainings, and an AI readiness certification launched together.

At the core · Higher education

Professors at HEC Lausanne, EDHEC and the University of Geneva, plus the Olympic Studies Centre. This is where the toolkit was built and where it keeps growing.

Earlier in life · K-12

A signed, active pilot with HiEX and the International Olympic Committee brings the same toolkit to school teachers and their students.

03ACT III — THE MOAT

The longer a professor uses it, the harder it is to replace.

1

Context modelling

Feedback style, past exam questions, student blindspots.

2

Curated knowledge bank

Slides, readings, rubrics — compounding every semester.

3

Pedagogical orchestration

AI that behaves like this professor, not any professor.

CompoundingmoatCourse materialsProfessor voiceStudent signalsRubrics & examsInstitutional memory
Time deepens the moat
WHAT A REPLACEMENT WOULD HAVE TO REBUILDS1Slides & readings ingestedS2Rubrics & exam bankS3Feedback style capturedS4Student blindspot signalsS5Cross-cohort comparisonsS6Departmental course memorySIX SEMESTERS OF COURSE INTELLIGENCE — NOT A FEATURE COMPARISON

Replacing Tortin would mean discarding years of refined course intelligence. The model is owned by the Professor and improves over time. We build the harness and the pathways to allow a Professor to do this.

OUR THOUGHTS
“Why can't a university simply switch to a generic LMS copilot later? Because of this flywheel. It builds a compounding institutional knowledge bank that makes Tortin virtually impossible to replace.”
04ACT IV — THE FOUNDERS

Built by a professor. Architected by an AI native.

Portrait of Dr. Katherine Tatarinov
Academic Co-Founder

Dr. Katherine Tatarinov

Inside the institution

LinkedIn

Tenure track at HEC Lausanne, published scholar with direct access to Swiss and EU academic leadership. Understands governance, institutional politics, pedagogical integrity and grant dynamics from the inside.

UNILHEC LausanneUni GenevaEPFLNova SBE
Portrait of Shahzad Ahmed
AI Architecture & Growth

Shahzad Ahmed

Shipping at start-up speed

LinkedIn

Computer-science trained builder and enterprise growth operator. Scaled Capdesk through its acquisition by Carta; rapid prototyping, growth loops and B2B SaaS scaling.

Capdesk / CartaSovaSwarovskiEDHECLUMS

TrustFaculty open doors for a colleague, not a vendor. Pilots land inside departments because one of us already sits in them.

VelocityWhat a faculty conversation reveals on Monday is running in the product by Friday — the loop most EdTech never closes.

OUR THOUGHTS
“Enterprise EdTech is littered with products built by engineers who have never stood in front of a lecture hall. We bridge the chasm between academic trust and rapid AI execution.”
05ACT V — THE BUSINESS MODEL

Land by Professor. Expand by provost/rector.

CHF 5,000CHF 20KCHF 100KCHF 250KARR / ACCOUNT · LOG SCALECHF 4,000SIGNED BY PROFESSORWAY IN 1 · PROFESSORWEEKS TO CLOSECHF 40KDEPARTMENT CHAIR / HEADWAY IN 2 · DEPARTMENTONE PROGRAMME CYCLECHF 110K–200K+PROVOST / RECTORWAY IN 3 · INSTITUTIONMULTI-YEARONE ACCOUNT · CLIMBED, NOT RE-SOLD
01CHF 4,000

PROFESSOR

Per course, per semester. Paid from a discretionary teaching budget or grant — no central procurement. HEC Lausanne and EDHEC landed this way. 

02CHF 40K

Department budgets

Per department. Multiple courses from the same department consolidate into a single licence — it grows the account without a new procurement process.

03CHF 110K–200K+

Central IT & governance

Campus-wide site licence, unified AI gateway and governance. The provost/rector signs only after the course memory already lives inside the institution.

OUR THOUGHTS
“Selling to universities usually takes 18 agonizing months. We don't wait for provosts to form committees. We land at Tier 1 — funded directly by a professor's pedagogical grant — and expand once the department sees 122 hours saved.”
06ACT VI — THE TRACTION

Rapid traction, ramping to lead the category.

CHF 42,458
Locked revenue
Q1–Q3 2026
CHF 80,000
2026 full year target
With distribution agreement ramp up
2,000
Active learners
Across live courses
81%
Gross margin
At scale
Pilot portfolio — locked contract value
UNIL / HEC LausanneCHF 24,756
Core anchor, recurring faculty adoption61.3% of booked
University of GenevaCHF 5,989
Public research university14.8% of booked
EDHECCHF 4,991
ExecEd unit, direct billing12.4% of booked
International Olympic CommitteeCHF 4,672
Global institution11.6% of booked
Revenue build to 2030 — CHF
CHF 0CHF 10.00MCHF 20.00MCHF 30.00MCHF 40.00MRevenue / ARR (CHF)YearCHF 80K2026CHF 718K2027CHF 3.12M2028CHF 11.79M2029CHF 35.59M20302026 targetCHF 37.51M exit ARRSEED · CHF 800KRaising nowSERIES A · CHF 3.00MH2-2028 · at ~CHF 2.9M ARRSCALEBeyond 2030
SEED · Raising now
CHF 800K
Geography
Europe & the Gulf
Customers
Professors, converting into university site licences
Go-to-market
Primarily distributor partnerships plus building our own commercial team. Ambassador professors convert their institutions.
SERIES A · H2-2028 · at ~CHF 2.9M ARR
CHF 3.00M
Geography
Saturating Europe & the Gulf, opening North America from 2029
Customers
University site licences and ramping organisational deployments — international federations, UN bodies, NGOs and professional academies
Go-to-market
Continue with distributor partnerships; direct enterprise sales, a proprietary US team from 2029, and a dedicated organisational partnerships team in-house
SCALE · Beyond 2030
Growth capital
Geography
Europe, the Gulf and North America
Customers
142 institutions live — 105 across Europe and the Gulf, 37 in North America — plus 176 organisational deployments and 372,000 learners
Go-to-market
Direct teams in three regions, with the organisational vertical as a second engine

1. The CHF 800K Seed builds our commercial team across Europe and the Gulf. Professors adopt Tortin course by course — a pilot costs a department nothing to approve — and become the reference that carries a full institutional licence. 2. A Series A of about CHF 3M in late 2028, at roughly CHF 2.9M of ARR, saturates Europe and the Gulf, opens North America, and turns the organisational line into a proper second vertical — international federations, UN bodies, NGOs and professional academies. The business reaches cash-flow break-even in January 2029.  3. By 2030 the plan reaches CHF 35.59M of revenue, CHF 37.51M of exit ARR and CHF 11.52M of EBITDA, across 142 institutions, 176 organisational deployments and 372,000 learners.

OUR THOUGHTS
“Over 1,000 learners are actively using Tortin across five elite paid pilots, including HEC Lausanne, LUMS, University of Geneva, and the UN. Our QSTP incubation gives us a sovereign landing pad into the GCC higher-ed market.”
07ACT VII — THE FLYWHEEL

Anchors, consortia, then zero-touch virality.

Stage 1 · Swiss + GCC

Beachheads

Swiss academic prestige (HEC Lausanne, IMD, Geneva) paired with GCC state-backed anchors via QSTP. Rigor plus capital — each one hand-won.

Motion
Direct, one course at a time
Signs
Professor
Stage 2 · Consortia

Regional hubs

Hub-and-spoke through Swissnex, European university consortia and Qatar Foundation. One anchor win opens streamlined 1-to-N procurement across its network.

Motion
One contract, many campuses
Signs
Provost / consortium
Stage 3 · Zero touch

Global scale

Professors publish, cite and keynote with their tutor in the loop. Discovery stops being outbound; installation is a 15-minute Moodle/Canvas LTI plugin.

Motion
Inbound, no outbound spend
Signs
Faculty, unsolicited
Market sizing — circle areas drawn to scale
CHF 7.44B
TAM — global HE teaching & courseware spend, 2026
CHF 1.08B
SAM — 7,263 institutions across EHEA, GCC & US four-year
CHF 272M
SOM — ~1,800 research universities, business schools & ExecEd

Deliberately not counted

Org deployments sit outside all three numbers. International organisations, federations and professional bodies — the IOC is already a customer — add to the market rather than share it: 45 international organisations and ~750 NGOs around Lake Geneva, plus 206 National Olympic Committees and ~40 recognised federations. Left out on purpose, so every figure above has a build-up behind it.

Sources & build-up

TAM: Grand View Research LMS market (CHF 27.28B, 2026) × academic share (60.6%) × higher-education portion. SAM: 4,376 EHEA institutions (EHEA Key Data 2022/23) + ~250 GCC + 2,637 US four-year (NCES) × CHF 150K blended contract value. SOM: 25% of those with discretionary teaching budget. Cross-check: the European portion is CHF 388 per teaching post per year across 1.79m academic staff (Eurostat, HESA).

OUR THOUGHTS
“Because professors publish and present at international conferences, our academic virality drives zero-touch, 15-minute LMS installations globally.”
A glowing globe of connected universities

ACT VIII — THE ASK

Scaling campus by campus, continent by continent.

08ACT VIII — THE ASK

CHF 800K Seed to build the commercial team and lead the EMEA market.

60%
27%
13%

Commercial team

Enterprise sellers across Europe, the Gulf and North America — the first hire is the person who runs commercial.

Product & AI engineering

Live lesson infrastructure, multi-model gateway, governance hardening.

Operations & legal

EU AI Act readiness, FERPA/GDPR certification. Swiss rules potentially coming.

Instrument
SAFE
The road
Seed CHF 800K now · Series A ~CHF 3M H2-2028 · Scale beyond 2030
Cash cover
Four months held at every year end
Scale outcome
Cash-flow break-even Jan 2029 · 2030 EBITDA +CHF 11.52M

The binding constraint is not capital — it is hiring and ramping enterprise sellers. Faculty revolt, EU AI Act enforcement and student normalisation converged in 2026. This is the window.

OUR THOUGHTS
“This funds a commercial team across Europe and the Gulf, and takes us to roughly CHF 2.9m of ARR by H2-2028 — where Series A follows, and the Scale stage opens North America and turns the organisational line into a second vertical on the way to CHF 35.59M of 2030 revenue.”