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Enterprise leaders ask the same questions about AI. Here is what the leading research actually shows.
| Question | Research Answer | Source |
|---|---|---|
| "How many companies are using AI?" | 88% use AI in at least one function; only 1% have reached full maturity | McKinsey 2025 |
| "What ROI can I expect from AI?" | 26% productivity gain (software dev), 14-15% (customer support), 73% output (marketing) | Stanford 2026 |
| "How long does AI deployment take?" | 8–16 weeks for production agentic systems; 90-day full deployments achievable | SE Data |
| "What is an AI agent?" | Autonomous system that plans and executes multi-step workflows without human intervention | McKinsey 2025 |
| "Do I need AI governance?" | EU AI Act full application August 2026; 51% of orgs have already seen negative AI consequences | EC AI Act 2026 |
| "How big is the AI skills gap?" | 63% cite skills gap as #1 barrier; 59/100 workers need reskilling by 2030 | WEF 2025 |
| "Will AI replace jobs?" | 170M new jobs created, 92M displaced = 78M net new jobs by 2030 | WEF 2025 |
| "What separates AI leaders from laggards?" | Workflow redesign, senior leadership commitment, agent scaling in 3+ functions | McKinsey 2025 |