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AI Flywheel
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Learn it. Build it. Prove it.

AI courses from your first prompt to your first production agent.

Practical AI courses in India, in English and Tamil, built on M. K. Elango's AI Flywheel framework. AI Flywheel is the practical AI learning platform that certifies what you can build.

Start free · C1, 6 hoursFind your programme
Two young professionals reviewing code together on a laptop, the hands-on way our AI courses are taught
Know · Make · Do · Move

Badge · sample

Builder (C3)

Agentic AI · G1–G6 signed

  • Certified on evidence, not attendance
  • English and Tamil
  • Your data stays in India
  • Built on 2,250 pages of method

Four front doors

Where do you want to start?

I'm a student or graduateCareer tracks
I'm a working professionalProgrammes by role
I lead a collegeCampus Partnership
I lead a team, company or departmentFlywheel Check

Choosing for a school? AI Flywheel at Schools ↗

The ladder · C1 to C5

Five levels. Each one earned on real work.

No level without an artefact from real work, and one check taken without AI.

How levels work

Aware (C1)

Evidence: Scenario quiz, taken without AI

Explains the stage and why it matters.

  • FoundationExplains the floor and why data decides the ceiling
  • GenerativeExplains what generation can and cannot do
  • AgenticExplains agents, the autonomy dial and “no owner, no agent”
  • PhysicalExplains world models and “practice in a dream”
Earn it inAI Flywheel Foundation

Featured programmes

Free to start. A cohort at the centre.

C3 BuilderCohort

Agentic AI Engineer

One agent release, G1 to G6

  • Agentic · ADLC
  • 12-week cohort · teams of 4 to 6 · ~8 h a week
  • Next batch: Feb 2027
₹35,000–60,000Ed 1.1

Excl. GST

C1 AwareSelf-paced

AI Flywheel Foundation

The four stages, DRIVE, CORE, and where AI fails

  • All stages · strands
  • Self-paced · ~6 h
  • Next batch: Launch, Dec 2026
Free

Proctored quiz optional, ₹499 (Proposed) · No card needed

C2 PractitionerSelf-paced

Generative AI Practitioner

Draft with AI daily, check every output

  • Generative · Studio preview · Generative Studio in FY28
  • Self-paced + 2 live clinics · 15–20 h
  • Next batch: Jan 2027
₹4,999–7,999Proposed

Excl. GST

C4 LeaderExecutive

CORE Governance Lead

Register, autonomy levels, audits

  • CORE · All studios
  • 8-week cohort + case review · 8 weeks
  • Next batch: FY28
₹60,000–90,000Proposed

Excl. GST

For organisationsFor organisations

Leadership programme

For boards and executive teams

  • All stages · C4 in DRIVE and CORE
  • 2 days + 90-day follow-up · 2 days
  • Next batch: Jan 2027
Quoted per organisationProposed

Excl. GST

Catalogue14programmes, C1 to C5, by stage and formatBrowse all

Four stages, four tracks

One wheel, four stages. Pick your stage.

01 · Know

Foundation

The floor: know your data and models.

Foundation AI pathBuild in Model Studio

02 · Make

Generative

Table stakes: make with AI, safely.

Generative AI pathBuild in Generative Studio

03 · Do

Agentic

The value frontier: build agents that act.

Agentic AI pathBuild in Agentic Studio

04 · Move

Physical

The industrial frontier: put intelligence into machines.

Physical AI pathBuild in Robotic Studio

How you learn · 70 / 20 / 10

Mostly building. Some coaching. A little class.

70%
20%
10%
70% · Your turn
A real use case, in Studio
20% · Coaching
Coaches, gate reviews and peers
10% · Taught
About an hour a week
A facilitator at a wall of sticky notes while a team works through a problem together

“Every programme ends with something you built, and a check you passed without AI.”

Foundation Playbook §45.7

AI Flywheel Studio · Early access

Learn here. Build in AI Flywheel Studio.

Agentic Studio opens first. One login: your level, projects and portfolio go with you.

Join early access
agentic.aiflywheel.studio
Invoice triage agentTeam of 5 · Week 9
Gate log · sampleAgentic · ADLC
  • G1Thesis approvedsigned
  • G2Architecture approvedsigned
  • G3Definition of readysigned
  • G4Experience sign-offsigned
  • G5Quality gatepending
  • G6Governance and go-livepending
kill_switch.test → passed · evals @ shipping settings

Proof

We publish what we can prove.

At launch: the method. After the first cohort: real projects and Builder counts by stage.

Real2,250pages of method in the four Studio PlaybooksReal12 weeksof cohort syllabus, gates marked, published in full
In preparationCohort outcomesPublished when the first cohort ends. Never composites.

Companies and government

Know where your people stand by stage and level, then move them.

Book a Flywheel Check

Colleges and universities

Credit courses, faculty programmes and labs, under one MoU.

Campus Partnership

The author

The method behind the platform.

M. K. Elango

Strategist, Tamil Nadu · Inevitra Advisory

Read the framework About M. K. Elango

Research and insights

What changed this quarter, and what didn't.

ReportState of AI Implementation: the ungated summaryIn preparation · Summary read AgenticVerification is the bottleneck, so automate it16 Oct 2026 · 2 min read FoundationRent, adapt or build: the model census on one page13 Oct 2026 · 2 min read

Start where you are. It's free.

Free to start. Tamil or English. No card needed.

Start freeTalk to an adviser

Quick answers

What is AI Flywheel?

AI Flywheel is the practical AI learning platform that certifies what you can build. It is a brand of Inevitra Advisory, built on M. K. Elango's AI Flywheel framework and based in Tamil Nadu. Programmes run from a free C1 course to C5 Architect, in English and Tamil, priced in rupees.

Which AI course should I start with?

Start with AI Flywheel Foundation (C1), the free course of about 6 hours. If you already use AI at work, take the free Flywheel Check first: eight questions in about five minutes that suggest a level for each stage and the programme that fits. Nothing you enter is sent.

Is there a free AI course with a certificate?

Yes. AI Flywheel Foundation (C1) is free, self-paced and about 6 hours long, in English and Tamil, with no card needed. To earn the C1 Aware credential you take an optional proctored quiz without AI, priced at ₹499 (Proposed). The course launches in December 2026.

How is an AI Flywheel level earned?

With evidence, not attendance: an artefact from real work plus one proctored check taken without AI. From Builder (C3) up, a person also holds an oral defence. Each credential is an Open Badges 3.0 badge with a public verify page, renewed every year.

Is it in Tamil or English?

Both. The free C1 course, the main hubs and the top programmes run in English and Tamil, and the Tamil pages sit under /ta. Some cohorts run in English with Tamil support; each programme page states its language before you apply.

Do you offer EMI, scholarships or employer sponsorship?

Yes. Paid programmes offer EMI, a GST invoice and a ready-made letter asking your employer to sponsor you. Student and women-in-tech scholarships are proposed and will be confirmed before launch. All prices are in rupees and exclude GST.

How do I verify a certificate?

Enter the credential ID on the Verify page. Every AI Flywheel credential is an Open Badges 3.0 badge with a public verify page showing the level, the stage and when it was last renewed, so an employer can check it without contacting us.