Expert AI Labs
AI Academy

Learn how to put AI to work.

Every guide, tool, playbook, and case study we publish, organized by who you are and what you need to decide next.

16
Curated resources
50+
Use cases
17
Industries
199
Roles mapped

For Executives & Founders

Decide where AI moves the P&L, without getting lost in the tech.

Free read

AI Business Innovation Guide

Field guide for leaders rolling AI through their business. Models, ROI, governance, pitfalls.

20 minOpen
Interactive

AI Readiness Score

Score your org against 210 graded roles, get a number and top 5 opportunities in 3 minutes.

3 minOpen
17 verticals

Industry Playbook Library

How the operating stack runs inside each of 17 verticals, personas, automations, rollout, compliance.

Self-pacedOpen
Research

AI Automation Analysis

199 roles ranked by automation potential, with the underlying research and methodology.

30 minOpen

For Operators & Department Leaders

From idea to live workflow, the practical implementation track.

Operator

AI Project Launch Checklist

Pre-flight every AI project: stakeholders, data, controls, success metrics, governance.

10 minOpen
Decision tool

Build vs Buy Calculator

Data-driven recommendation across 10 decision factors, should you build, buy, or hybrid?

3 minOpen
Comprehensive

AI Maturity Assessment

25-question evaluation across 5 dimensions, maturity scoring, recommended next moves.

10โ€“15 minOpen
Playbook

Implementation Roadmap

How a 90-day rollout actually phases, week-by-week milestones for the first three months.

15 minOpen

Hands-On Practice

Touch the systems. Run real prompts. See where AI breaks and where it shines.

Try Live

AI Playground

Try 8 AI capabilities live in the browser: summarization, generation, sentiment, classification, and more.

Self-pacedOpen
50+ cases

AI Use Case Database

50+ real-world use cases across 9 departments. Filter by industry, complexity, and capability.

Self-pacedOpen
Interactive

AI Solutions Map

Interactive visualization of 199 roles and the AI solutions that move each one.

Self-pacedOpen
Watch

Tutorial Videos

Short walkthroughs and demos of how the platform runs end-to-end.

Bite-sizedOpen

Strategy & Cost Modeling

What it costs, what it returns, and how to pitch it inside your company.

Most popular

AI Implementation Cost Estimator

5-step wizard. Implementation, ongoing expenses, ROI projections, 3-year TCO across 18+ solution types.

5โ€“10 minOpen
Free

ROI Calculator

Custom ROI modeling, industry benchmarks, scenario comparison, and payback periods.

5 minOpen
Library

Insights & Research

Long-form articles on automation economics, governance, and the operator's view of AI in 2026.

BrowseOpen
Trust

Security & Compliance

How the platform stays compliant, SOC 2 path, data handling, role-based access, audit logs.

10 minOpen
All free

Free interactive tools

Eleven calculators, assessments, and playgrounds, all free, no signup, no credit card. Skip the reading and go straight to the workshop.

Want a curated path for your team?

Book a 30-minute strategy call and we'll walk you through the resources most relevant to your situation, plus map the first three workflows worth automating.