School of Enterprise AI Evals

Cohort 1

Turn enterprise AI evals into your career engine: design trust systems, prove model value, and become who leaders trust when AI gets real.

Enterprise AI Trust & Evals Leader

Capgemini

Tata Consultancy Services

Srini Annamaraju

Founder; Client-side enterprise AI + Evals work at London-based IntelStack 

AI Strategist & Evaluations Architect

McKinsey & Company

Deloitte

Kearney

Shen Pandi

Founder; builds and ships AI + evals programs used in real enterprise deployment

Enterprise AI is landing in real workflows fast. Yet, most teams still can’t answer basics: what does “good” mean, what’s unacceptable, who decides, and how do we know it stays good after go-live? That gap is where AI Evals sits. Shen and I are in the middle of this shift: CIO/CDO/CAIO teams are asking us to define Evals functions, write job specs, and build “acceptable behaviour” rubrics. Demand is getting hot.Evals = a repeatable way to set expectations, define red lines, spot failure modes, and keep AI accountable in production (beyond accuracy).This course is career-led and practical. For ~2–3 days of your bill rate or salary, you’ll become Evals-career ready and lead the conversations that decide whether AI ships, pauses, or gets killed.Across 4 live sessions we map you to our E/D/S/O lanes: Echo sets the trust bar, Delta builds evals, Sigma runs monitoring + drift playbooks, Omega defends decisions with execs/boards/regulators.You’ll leave with real artefacts: an Evals Brief, red lines, an adoption rhythm, plus career assets (Positioning Sheet, Adoption Plan, Story Pack) and a 6-month plan you can run with Product, Engineering, Risk, and leadership.

AI’s New Career Edge: Proving Models Are Safe To Use.   With Evals. 

Pick your Evals lane and make a 6-month move

Lead the room with a shared “trust” language

Make Evals stick inside your company (and get credit for it)

Turn Evals expertise into a paid side gig or to start on a founder path

Needed so you can map evals ideas and your use cases to real workflows, stakeholders, and decision-making.

6+ months in a product/ops/QA/risk role

You’ll produce briefs, red lines, and adoption plans; sloppy writing kills the value.

Comfort writing clear docs (1-pagers, tickets, PRDs)

We won’t teach GenAI 101; you need enough baseline to follow evals discussions.

Basic AI literacy (what LLMs are, prompts, hallucinations)

Mid-career QA/BA/PMs etc. fearing replacement by AI-native folks, eyeing promotions or a pay jump into AI trust, as evals hiring ramps.

Risk, Compliance or Ops leads suddenly owning GenAI risk, needing plain-English trust artefacts as scrutiny tightens.

Consultants/architects sharpening their personal offer (job or side gig), using evals literacy as demand shifts.

Build a Career Kit for the AI Evals Hiring Surge (45 mins)

Ex-Capgemini/HPE/TCS, 25+ yrs in tech, Chair and co-founder working on AI trust.

20+ Years in Data & Tech Consulting. Ex-Deloitte, McKinsey, EY. Founder & CEO.

A simple 1-page kit you can reuse: what “good” means for one workflow, what’s unacceptable, and a few checks that matter

Build your AI Evals Career Kit (in-session)

A quick map of our four AI Evals role families, so you can place yourself fast, even if you are not technical.

Find your lane (business or technical, junior to senior)

How to connect AI behaviour to business outcomes and risk, in plain language leaders understand.

Talk like someone who can ship AI safely

The AI Evals Career Fast Lane - 30-Minute On-Ramp

AI adoption is outrunning trust, creating high-paid roles for mid-career pros who can evaluate real-world AI systems.

Why AI Evaluations Are the Next Big Career Wave

Product, data, QA, engineering, account mgt and risk roles can pivot into AI-trust work without deep ML or coding skills

Turn Your Current Role Into an AI-Trust Career Path

Learn from client-facing leaders about the simple steps to build trust artefacts, attach to key AI projects, and thrive.

Learn directly from School of Enterprise AI Evals

School of Enterprise AI Evals

Courses

AI Evals Career Fast Lane: Become the AI Trust Operator (4 Weeks)

Lightning Lessons

Build a Career Kit for the AI Evals Hiring Surge (45 mins)

The AI Evals Career Fast Lane - 30-Minute On-Ramp