Decision Lab

Scenario-based practice for AI leaders

Work through realistic AI leadership decisions. Each scenario uses Infinidatum tools as instruments within a guided simulation—not standalone widgets. Learn to apply frameworks under pressure.

Your First 90 Days as CAIO

Available

You've just been named Chief AI Officer. Assess readiness, build a strategy, and prepare your first board presentation.

Tools: AI Readiness Assessment, Strategy Guide, Board Presentation Guide

Target: New AI leaders, aspiring CAIOs

Start Scenario

The Board Wants an AI Strategy by Friday

Strategist

The board meeting is in 72 hours. Build a defensible strategy using ROI, prioritization, and governance.

Tools: ROI Calculator, Use Case Prioritization, Governance Checklist

Target: VPs, Directors presenting to executives

Upgrade to Strategist

Agent or Chatbot? A $2M Decision

Strategist

Your team is split. Model the economics and technical trade-offs to make a data-driven recommendation.

Tools: Agent vs Traditional AI, Agentic ROI Calculator, Tech Stack Selector

Target: Technical leaders, AI architects

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The Vendor Bake-Off

Strategist

Three vendors. One budget. Build a structured evaluation and recommendation for procurement.

Tools: Vendor Evaluation, Build vs Buy, Cost Estimator

Target: Procurement-involved AI leaders

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Regulatory Audit in 30 Days

Strategist

An audit is coming. Assess governance readiness and close gaps before the regulator arrives.

Tools: Governance Checklist, AI Policy, Guardrail, Reliability Framework

Target: Risk/compliance officers, regulated industries

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Rescuing a Failing AI Program

Strategist

You've inherited a troubled project. Assess ROI reality, optimize costs, and rebuild the portfolio.

Tools: ROI Benchmark Database, Cost Optimization, Portfolio Dashboard

Target: AI PMs, program managers

Upgrade to Strategist

How it works

  1. Situation brief: A realistic organizational context with constraints (budget, timeline, politics, regulatory pressure)
  2. Decision sequence: 3–5 decision points where you choose an approach using Infinidatum tools to analyze options
  3. Consequence reveal: Each decision leads to realistic outcomes with quantified impact
  4. Debrief: Expert analysis of your decision path, common mistakes, and alternative approaches