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For Participants

Your guide to preparing for and playing Project Threshold. About 45 minutes of pre-reading — then you're ready for the room.

How to Prepare

Three steps, in order. Everything else on this page is reference material you can explore at your own pace.

1

Read the Exercise Overview

10 min

How the day works, what you'll be doing in each round, and what to expect. Start here even if you've done tabletop exercises before — this one works differently.

Read Overview
2

Read Your Industry Packet

20 min

You've been assigned one of 11 industries. Your packet covers your industry's position, constraints, competitive dynamics, and the specific AI challenges you'll navigate. Find your industry in the grid below.

Find your industry ↓
3

Skim the Rules of Play

15 min

Round structure, scoring mechanics, decision framework, and discussion guidelines. You don't need to memorize this — the facilitator will walk you through it on the day — but a quick read removes surprises.

Read Rules

That's it for required preparation. The Decision Worksheet, AI Adoption Arcs, and Private Cards are distributed during the exercise — you don't need to find or read them in advance.

Reference Materials

Find Your Industry

You've been assigned one of these 11 industries. Each packet contains your starting position, competitive landscape, financial profile, and the specific AI challenges you'll navigate across four rounds.

Retail

Top-5 US Omnichannel Retailer

4,700+ stores, 300K+ employees, competing at the front line of the consumer AI arms race.

Consumer

CPG

Global Consumer Packaged Goods Company

Diversified CPG manufacturer navigating DTC disruption and AI-driven demand sensing.

Consumer

Healthcare Provider

Large US Health System

Multi-hospital health system balancing clinical AI with malpractice liability and staff resistance.

Healthcare

Healthcare Payer

Large US Health Insurer

Major health insurer weighing claims automation against regulatory compliance and member privacy.

Healthcare

Finance

Large Universal Bank

Universal bank deploying AI across trading, risk, and advisory while navigating regulatory capital requirements.

Finance & Professional Services

Consulting

Major Strategy & Professional Services Firm

Global consulting firm facing AI advisory demand while its junior talent pipeline is being disrupted.

Finance & Professional Services

Law

AmLaw 50 Firm

Top-50 law firm confronting billable hour disruption, bar rule uncertainty, and associate leverage erosion.

Finance & Professional Services

Manufacturing

Large Discrete/Process Manufacturer

Industrial manufacturer balancing supply chain automation with labor relations and safety requirements.

Supply Chains

Logistics

Major Logistics Provider

Logistics provider automating warehouses and routes while negotiating with a heavily unionized workforce.

Supply Chains

Big Tech

Cloud / Ads / Devices / Enterprise Software

Major tech platform (cloud, ads, devices, enterprise software) — excludes AI lab / foundation model development.

Software & Tech

B2B/B2C SaaS

Enterprise Software Vendor

Enterprise SaaS company embedding AI copilots while managing customer data concerns and contract churn.

Software & Tech

Not sure which industry you've been assigned? Check with your facilitator or the exercise organizer.

Materials You'll Receive During the Exercise

These materials are distributed by the facilitator during the exercise. They're available here for reference, but you don't need to read them in advance.

AI Adoption Arcs

A round-by-round view of how AI adoption unfolds in your industry — the capabilities that arrive, the adoption curves, and the competitive dynamics at each stage. Distributed at the start of each round.

Private Cards

Confidential intelligence that only your industry receives — a competitor's move, a regulatory signal, an internal constraint. Distributed in Rounds 1–3. Round 4 has full transparency.