Key Takeaway
The strongest AI business cases quantify the cost of inaction alongside the projected return on investment, giving decision-makers a clear risk of doing nothing.
When to Use This Template
Use this deck when seeking budget approval or executive sponsorship for a specific AI initiative. Unlike the strategy deck which covers the overall AI direction, this template focuses on making a compelling case for a single project with detailed financial modeling, risk analysis, and implementation planning. It is designed to give decision-makers everything they need to approve or reject the investment.
Slide Structure
- 1
Slide 1: Problem Statement
Quantify the problem: what it costs the business today in revenue, efficiency, or customer satisfaction. Use specific numbers. The cost of the status quo is the foundation of your business case.
- 2
Slide 2: Solution Overview
Proposed AI approach at a high level, with alternatives considered and why AI is the right solution. Acknowledge non-AI alternatives and explain why they are insufficient.
- 3
Slide 3-4: Financial Model
Investment required (broken down by quarter), projected savings or revenue impact, payback period, and 3-year TCO. Include conservative, expected, and optimistic scenarios. Show sensitivity analysis for key assumptions.
- 4
Slide 5: Risk Analysis
Top risks categorized as technical (model quality, data availability), organizational (adoption, change management), and external (regulation, vendor dependency). Include likelihood, impact, and specific mitigation for each.
- 5
Slide 6: Implementation Timeline
Phased implementation plan with clear milestones, dependencies, and decision gates. Show where the team will validate assumptions before committing to the full investment.
- 6
Slide 7: Team and Technology Requirements
What resources are needed: headcount, skills, infrastructure, tools, and vendor contracts. Be specific about what exists today vs. what needs to be acquired.
- 7
Slide 8: Success Metrics
How success will be measured, with specific KPIs, target values, measurement methodology, and reporting cadence. Tie metrics to the business impact claimed in the financial model.
- 8
Slide 9: Governance
Oversight structure, ethical review process, compliance considerations, and escalation paths. Show that the team has thought about responsible AI deployment.
- 9
Slide 10: Decision Request
Clear, specific ask: budget amount, headcount, timeline for decision, and what happens if the decision is delayed. Include the minimum viable investment option alongside the full proposal.
Financial Model Guidance
The financial model is the most scrutinized section of any business case. Use conservative assumptions and show your work. Include the cost of inaction (what happens if we do not invest in this initiative) alongside the cost of the investment. Decision-makers respond to the risk of missing out more than the promise of returns. Always include a sensitivity analysis showing how results change if your key assumptions are wrong by 20-30%.
ai-business-case-deck.pptx
PPTX · 1.8 MB
AI Business Case Deck template with financial model slides
Include a 'minimum viable investment' option that delivers the first proof point at a fraction of the full budget. This gives decision-makers a lower-risk entry point and lets your team demonstrate capability before requesting the full investment.
Version History
1.0.0 · 2026-03-01
- • Initial AI business case deck template