Stop watching
AI happen. Start shaping it.

You already use ChatGPT. You know what RAG is. This is the 100-day program where you find out what was actually true — and take it ten levels further. Trinity coaching, Pitstop support, and a credential you can defend in front of a board.

01Where our graduates lead
02The diagnosis

You don’t have an AI knowledge problem. You have a context problem.

Most senior professionals trying to learn AI fail in the same four ways. The pattern is so consistent we built the program around breaking it.

After eight years leading product, I'd rather sit through a board review than open another “Intro to LLMs” tutorial.

— Anonymous applicant, 2026 cohort
  • 01The endless tutorial loopHours of YouTube on prompting. None of it survives Monday morning.≈ 14 hrs lost
  • 02The MOOC graveyardThree courses started. Zero completed. Certificates aging on LinkedIn.≈ $800 wasted
  • 03Tool-soup paralysisTabs open: ChatGPT, Claude, Copilot, Cursor, n8n. None integrated into your actual work.0 shipped
  • 04Stuck without a peerNo one to ask when the model is wrong, the API breaks, or the prompt won’t generalize.−5 hrs/wk
03The Trinity

Three real participants. Not two pretending to be three.

A learner alone with AI is a chatroom. A learner alone with a human is a tutorial. A learner with a pair and an AI is a triangle — the only stable structure adult learning at scale survives in.

Hover to preview · click to pin
1You · 2Pair · 3AI · esc to release
theTrinityi. THE LEARNERYou— commits, decides, shipsii. THE HUMAN PAIRPair · Mira— witnesses, attests, calls bluffsiii. THE AI COACHMAIA— refreshes, refactors, refuses to flatter
Vertex i · circle
You · the learner
Only you carry the consequence. The credential, the comp lift, the regret. The decision to ship is yours alone.
Vertex ii · circle
Pair · the human
Only another human can disbelieve you. AI agrees too willingly. Without the pair, mastery is self-reported.
Vertex iii · square
MAIA · the AI
Patient at 2am, refactors without ego, remembers every prior session. Without it, you wait on humans.
04The hour

Three phases. Twenty minutes each. The Trinity in motion.

Every hourly arc is the same I-do / We-do / You-do model that built apprentice systems for a thousand years — made structural, then rebuilt around the Trinity. Repetition is the point.

Phase 1 · 20 min

I Buildi.

MAIA builds in front of you, narrating the move. You watch, annotate, and ask — no keyboard yet.

Leads
MAIA — builds, explains, demos
Active
You — watch, annotate, ask
Background
Pair — in the same theater, parallel
SurfaceTheater
Phase 2 · 20 min

We Buildii.

The Sacred 20

You and your pair build it together. MAIA is the third participant — referee, refresher, refactor. The Trinity, in full.

Leads
Pair — you-and-Mira, in dialogue
Active
Trinity — all three vertices live
Background
None — no one watching from the wings
SurfacePair Canvas
Phase 3 · 20 min

You Buildiii.

You build it solo. MAIA is on tap but silent unless asked. Your pair reviews on ship. The hand-off is the proof.

Leads
You — solo, deciding
Active
You + MAIA — on-tap, silent unless asked
Background
Pair — reviews on ship, attests
SurfaceSimulator mission
i. Concrete experience

Kolb's first stage. You see the move performed before you attempt it. Cognitive load is on observation, not generation.

ii. Reflection & abstraction

Kolb's middle two stages. Dialogue with a peer is where principles get extracted from examples. The AI keeps the dialogue honest.

iii. Active experimentation

Kolb's fourth stage. You apply the principle, alone, in a new context. Mastery accrues here — only here.

05The product, on the page

One minute of your Theater phase, on a real session.

No keynote. No marketing reel. Instructors and students working through a real problem on a real system — same room, same recording, unedited.

Eight minutes in. No edits, no overlays. This is the actual class, not a trailer.Surface · Theater · live cohort excerpt
06Curriculum

The 100-day arc.

Six levels. Twenty blocks. Approximately two hours a day for mid-career schedules. The same spine for everyone; a fork at Level VI.

PhaseWhat happensOutcome
Days 01–151. Ground Truth
AI Operator
Calibrate what you already know against what is actually true. How LLMs really work, where they fail, the operator’s mental model.Read any AI capability claim and know what it can and cannot do
Days 16–352. The Toolkit
AI Practitioner
Daily reps in Claude, ChatGPT, and Cursor. Move from one-off prompts to durable, measurable workflows you own.A reusable prompt + workflow library applied to your real work
Days 36–553. The Field
AI Builder
Take the toolkit into your day job. Ship one real initiative other people use. Weekly critique from a senior engineer.One AI initiative shipped inside your company
Days 56–754. The Craft
AI Specialist
Move from delivery to depth. Real fluency in agents, RAG, evals, multi-agent. The team’s go-to AI specialist.Pattern depth across the surfaces that matter in production
Days 76–905. The Forge
AI Founder
Author a complete AI system end-to-end with your Pair. Pair-attested, replay-able, evaluated. The work that founds a capability.A portfolio artifact you can defend in a board review
Days 91–1006. The Charter · or · The Architecture
AI Strategy Architect · or · AI Solutions Architect
Fork. Business depth (strategy, governance, transformation) or production depth (MLOps, scaling, observability). Capstone deployed on Kapi.A credential triangulated by simulator + MCQ + pair attestation
07Who attends

Built for mid-career professionals.

Three quarters of our learners have ten or more years of experience. The program assumes you already know how to ship; we focus on what you don’t.

The Operator

The senior PM

Eight years shipping. Now expected to make every roadmap an AI roadmap — without hand-waving.

Approx. 38% of cohort · Median age 41
The Specialist

The analyst

Deep in spreadsheets, dashboards, models. Wants to extend the toolkit, not be replaced by it.

Approx. 27% of cohort · Median age 39
The Leader

The team lead

Runs a 12-person team. Needs to evaluate AI proposals on substance, not be talked past by them.

Approx. 35% of cohort · Median age 46
Not for first-year bootcampers, hobbyists, or working ML engineers.Average years of experience: 12.4
08What you get

Eight things, all included.

No upsells. No premium tier. Tuition covers everything from kickoff through graduation and the alumni access that follows.

i.

100 days of structured curriculum

Six levels, twenty blocks. ~2 hours a day. Designed for mid-career schedules.

ii.

Pitstop — never stuck for long

Real engineers on call when MAIA can’t close the gap. The thing that breaks the MOOC pattern.

iii.

Pair learning with a partner

A human counterpart for the full arc. Attests your demos. Rotates each block.

iv.

Live cohort sessions

Weekly classroom plus a contest and a peer-study slot. Cameras on, problems on the table.

v.

A specialization fork at L6

Choose business depth (Charter) or production depth (Architecture) in the final stretch.

vi.

Triangulated mastery validation

Simulator missions + MCQ banks + pair-attested Kapi project. Three signals, none fakeable in combination.

vii.

A portfolio shipped on Kapi

Your capstone deploys to a real URL. Defensible in interviews. Visible to alumni.

viii.

Lifetime alumni network

2,500+ graduates across six years. Access to future cohorts, events, and AIPL community clubs.

09The credential

One fakeable signal. Two unfakeable ones. A credential that means something.

MCQs can be gamed. Demos can be staged. Three independent signals, validated in sequence, cannot. We borrow the architecture medicine, aviation, and security all arrived at independently — and apply it to AI fluency.

precedent · medicineOSCE — Objective Structured Clinical Examination. Multiple stations. Real patients. No one passes by knowing.
precedent · aviationPilot certification — type-rating simulator, plus written, plus check-ride. Three signals, every time.
precedent · securityCapture-the-Flag — solve in the wild. No multiple-choice route to a CVE.
CROSS-VALIDATIONCROSS-VALIDATIONCROSS-VALIDATIONTHREE SIGNALSunfakeablein combinationi. TRANSFERSimulator mission— novel scenario, unseen contextFAKE-RESIST · VERY HIGHii. BREADTHMCQ bank— IRT-calibrated, 2,000+ itemsFAKE-RESIST · LOWiii. SUSTAINEDKapi project · pair— shipped, signed, attestedFAKE-RESIST · VERY HIGH
The convergent answer

The same architectural answer medicine, aviation, and security all converged on independently. Not novel pedagogy. Applied pedagogy.

10Pitstop

Never stuck for more than an hour.

MOOC failure is rarely a curriculum problem — it's a momentum problem. A real engineer answers on Pitstop within the hour, including weekends. The Pair holds you to the rhythm. MAIA covers the in-between.

“I was stuck on a retrieval pipeline at 11 pm on a Sunday. An engineer was on a call with me by 11:42. That's when I knew this was different.”

RS
Rahul S.
Senior PM · Recent graduate
< 1h
Pitstop response target
24/7
Including weekends
3×
Trinity: learner · pair · AI
6y
Operating since 2020
11Open workshops

Three-day intensives, taught by working practitioners.

Standalone short-format programs alongside the 100-day arc. A useful first taste — many graduates start here before continuing into the full program.

Next dates publishing soon — join the waitlist
Running a team through this? Ask about corporate cohorts
12Faculty

We’re not just teachers. We’re practitioners.

The team behind Mitra — India’s first social robot — now building the next AI conglomerate. Every instructor has shipped real AI systems into production. We teach what we’ve actually deployed, and we still deploy.

BV

Dr. Balaji Viswanathan

Co-founder & CEO

Ex-Microsoft. Led the creation of Mitra, India’s first social robot, deployed at major airports and enterprise events. Most-followed person on Quora with over a million followers.

Ex-MicrosoftMitra Robot · FounderQuora · 1M+ followers
MR

Mahalakshmi Radhakrishnan

Co-founder & CTO

Roboticist and engineering leader. Co-created the Mitra robot’s intelligence layer. Has shipped human-robot interaction systems into production enterprise environments.

Mitra Robot · Co-creatorEnterprise AI LeadRoboticist
Plus guest practitioners from
13Apply

Ready to stop watching and start shaping?

Rolling enrollment, pair-matched on signup. Tell us where you are — an admissions lead replies within two business days. No GMAT, no essays.

Start assessment Free · 5 minutes · instant readout

Prefer a human first? Use the form — an admissions lead replies within two business days.

2,500+ graduates to date
6 years operating
4.8★ average rating

No spam · we reply within two business days