AI Maturity Assessment 2026

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Company Profile
AI Maturity Hub / Company Profile
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Welcome to the AI Maturity Assessment 2026

Complete this 20-question assessment to receive a personalized AI maturity score, peer benchmarks, and a 90-day improvement roadmap.

Company Profile
Company Name
Industry
Company Size
Current AI Investment (annual)
What You'll Get
AI Maturity Score (1-5)
Measured across 4 dimensions: Foundation, Capability, Integration, Strategy.
Peer Benchmarks
See how you compare to 250+ companies in your industry.
Gap Analysis
Top 5 highest-impact improvement areas with effort/impact scores.
90-Day Roadmap
Personalized, prioritized action plan with milestone recommendations.
Foundation Assessment — Data & Governance
5 questions
FoundationStep 1 of 4
1. How would you describe your organization's data infrastructure?
2. What is the state of your AI governance framework?
Capability Assessment — Models & MLOps
5 questions
CapabilityStep 2 of 4
6. Which model deployment approach best describes your organization?
7. How mature is your MLOps / LLMOps pipeline?
Integration Assessment — Business Processes & ROI
5 questions
IntegrationStep 3 of 4
11. How deeply is AI integrated into your core business processes?
12. How do you measure AI ROI?
Strategy Assessment — Leadership & Innovation
5 questions
StrategyStep 4 of 4
16. How would you describe executive AI leadership at your organization?
AI Maturity Matrix — Acme Technologies
Foundation
3.2
Capability
3.8
Integration
3.5
Strategy
3.0
5-Level Maturity Scale
3.4
1
Ad-hoc
No strategy
2
Exploring
Pilots only
3
Scaling
Multi-dept AI
4
Optimizing
ROI-driven
5
Leading
AI-native
Industry Peer Benchmarks — Financial Services
Your Score
3.4
Peer Median
3.1
Top Quartile
4.2
Your Percentile
62nd
DimensionYour ScorePeer MedianTop QuartileGap to Top
Foundation3.23.04.1-0.9
Capability3.83.24.4-0.6
Integration3.53.04.2-0.7
Strategy3.02.84.0-1.0 (largest gap)
Gap Analysis — Top Priority Improvements
GapDimensionImpactEffortROI ScorePriority
Executive AI strategy with board visibilityStrategyHighLow9.2#1
AI governance framework (formal risk review)FoundationHighMedium8.4#2
Real-time AI ROI dashboardIntegrationMediumMedium7.1#3
MLOps: automated eval gates in CI/CDCapabilityMediumLow7.8#4
AI-native data mesh with quality automationFoundationMediumHigh5.4#5
Personalized 90-Day Roadmap
Days 1-14 — Quick Wins
1. Appoint CAIO with executive sponsorship. 2. Launch AI governance working group. 3. Implement automated eval gates in CI/CD (2 days of engineering).
Days 15-45 — Foundation
4. Deploy AI risk framework (risk tiers, review board, model approval process). 5. Build ROI tracking dashboard (cost savings + throughput metrics per AI initiative).
Days 46-75 — Acceleration
6. Expand AI to 2 additional business-critical workflows. 7. Begin data mesh evaluation for top 5 data domains.
Days 76-90 — Measurement
8. Present AI ROI report to board. 9. Set 12-month targets to reach Level 4 (Optimizing). 10. Plan next maturity reassessment.
Expected Score Gain
+0.6
3.4 → 4.0 in 90d
Estimated ROI
$480K
Based on peer outcomes
Target Percentile
Top 25%
Export & Share Your Report
Report Preview
Company
Acme Technologies
Overall Score
3.4 / 5.0
Percentile
62nd (Industry: Financial Services)
Top Priority
Executive AI Strategy
90d ROI Potential
$480K
Export Options