Why Most AI Efforts Stall
Most enterprise AI efforts stall after pilot projects. Tools are introduced without clarity. Teams get overwhelmed. Wins remain isolated.
ICON helps you escape the cycle of "random acts of AI." With the Hyperadaptive Model, we guide your organization to scale efforts sustainably, with shared goals, strong support structures, and a clear roadmap.
Common Roadblocks:
- Isolated experiments that don't scale
- Skills gaps across technical and business teams
- Governance challenges and risk management concerns
- No clear roadmap for scaling initial successes
Explore the Hyperadaptive Model
Six Stages. Five Capabilities. One Continuous Path Forward.

Stage 1: Foundation
- Clarify AI goals, risks, and readiness
- Establish governance & guardrails
Stage 2: AI Augmentation
- AI task integration & enablement
- Launch support hubs and expand AI champion network
Stage 3: Agentic AI
- Pilot use of Agents & Automation
- Initiate AI Impact Hub
Stage 4: Scale AI
- Integrate AI across strategic portfolios
- Implement robust AI telemetry
Stage 5: Sense & Adapt
- Monitor with AI tools
- Learn, adapt, and refine continuously
Stage 6: Hyperadaptivity
- Continuous AI-led innovation
- Stay ahead of disruption with AI-native practices
Five Capabilities of Hyperadaptive Organizations
1
AI-Augmented Decisions
2
Integrated Learning with AI
3
Value Orientation
4
AI-Powered Sensing
5
Continuous Adaptation
Why ICON Uses This Model
ICON recognizes AI goes beyond tooling to impact people, processes and the very fabric of how work gets done. That's why we sought out the Hyperadaptive Model, representing a flexible, research-backed approach that scales across departments, cultures, and change curves.
We are one of the first consultancies to offer this model. You benefit from the latest thinking combined with ICON's real-world implementation experience.
Let's Take the Next Step Together
You bring the ambition. We'll bring the playbook.

Expert Guidance
Our advisors help navigate your unique AI journey with tailored recommendations.
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Ready to Learn More?
Get a deeper introduction to the Hyperadaptive Model, including research & case studies.
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