AI Flywheel for Higher Education
AI programmes for colleges: graduates who ship, not just prompt.
AI programmes for universities, engineering, arts and science colleges, polytechnics and ITIs.
One MoU · three tiers
Proposed- Associate
- Partner
- Centre of Excellence
Six offers, one partnership
Everything a campus needs, under one MoU.
Campus Partnership →
One annual MoU: courses, faculty, labs, hackathons and reporting. Associate, Partner or Centre of Excellence.
Credit courses and minors →
Semester courses mapped to C2 and C3, with syllabus, assessments and teaching kits.
Faculty Flywheel →
Faculty development to C1, C2 and C3. Builders can teach the credit courses.
Campus Labs →
Four labs, each running its studio. Set-up quoted per campus.
Hackathons and challenges →
Inter-college challenges run as one DRIVE turn, with finals at the Inevitable Summit in February.
Outcome reporting
Students and faculty by level and stage, for accreditation and placement. Never enrolments.
Campus Labs compared
A lab is a room. It runs a studio.
| Lab | Runs | Best for | Students reach | Built from |
|---|---|---|---|---|
| Agentic Lab | Agentic Studio · Feb 2027 | CS and IT, MCA, management | C3 Builder in Agentic (ADLC) | Agentic Studio Playbook |
| Model Lab | Model Studio · FY28 | Data science and AI; Indian-language evaluation sets | C3 Builder in Foundation (MDLC) | Foundation Studio Playbook |
| Generative Lab | Generative Studio · FY28 | Media, design, journalism, commerce, marketing | C3 Builder in Generative (GDLC) | Generative Studio Playbook |
| Robotic Lab | Robotic Studio + hardware · FY28 | Mechanical, ECE, mechatronics; ITIs and polytechnics | C3 Builder in Physical (RDLC) | Robotic Studio Playbook |
How a partnership runs
Start with one department.
- 01
Consult
A campus consultation with leadership and IQAC.
- 02
Pilot one department
One credit course and one faculty batch.
- 03
Sign the MoU
Courses, faculty, challenges and reporting.
- 04
Open the labs
Campus Labs set up, each running its studio.
Partner campuses are listed only with written permission.
Students get their own path: start free, build a portfolio, choose a track.
Quick answers
What colleges ask.
How can a college partner with AI Flywheel?
Start with one department. A campus consultation with leadership and IQAC comes first, then a pilot of one credit course and one faculty batch. Next, the college signs one annual MoU for courses, faculty, challenges and reporting, and opens Campus Labs when ready.
What do colleges get from a campus partnership?
One annual MoU covers credit courses mapped to C2 and C3, faculty development to C1, C2 and C3, four Campus Labs (Agentic, Model, Generative and Robotic), inter-college challenges and outcome reporting. Tiers are Associate, Partner and Centre of Excellence (Proposed); fees are quoted per campus.
How are student outcomes reported?
By level and stage, never by enrolments. Reports show how many students and faculty hold each level, C1 to C5, in each AI stage, for accreditation and placement. Every level rests on an artefact from real work and one check taken without AI.