The Stingray Model: Revolutionizing Corporate Innovation for the AI Era (Innov8rs.co) by IBM Granite Playground and Claude 3.7 Sonnet
- Leke

- Apr 1, 2025
- 3 min read
Executive Summary
In today's rapidly evolving business landscape, Fortune 500 companies face unprecedented pressure to innovate quickly and effectively. Natasha Nair, Associate Director at Board of Innovation, presents a compelling case for abandoning the traditional Double Diamond innovation framework in favor of the AI-powered Stingray Model—a transformation that promises to redefine how corporate boards approach strategic innovation.

The Innovation Evolution
Nair contextualizes this shift within the broader evolution of business innovation:
"In the early 2000s, design thinking redefined product development around empathy," she explains, "then Lean Startup added a focus on hypothesis-led experimentation. Now, in the 2020s, we're witnessing AI fundamentally reshape how we approach corporate innovation."
This transition isn't merely an incremental improvement but a paradigm shift comparable to how digitization transformed journalism from simple online translations of print content to dynamic, personalized, and interactive experiences.
Why the Double Diamond is Failing Modern Business
The Double Diamond Model, introduced in 2005, has served as the cornerstone of innovation strategy for nearly two decades. However, Nair argues its limitations have become increasingly apparent:
Sequential inefficiency: The traditional back-and-forth between problem and solution spaces is too time-consuming in today's fast-paced market.
Overemphasis on desirability: The model neglects feasibility and viability constraints until later stages, leading to costly development of ultimately unviable products.
Human bias persistence: The model lacks structured mechanisms to counteract entrenched human biases in decision-making.
The Stingray Model: A Strategic Imperative
The Stingray Model addresses these limitations through a three-stage process designed specifically for the AI era:
1. Train
This foundational stage rapidly delivers prioritized hypotheses on both problems and solutions by:
Defining clear project goals
Gathering and analyzing relevant market data, consumer needs, and feasibility constraints
Training AI models to identify critical problem areas in hours rather than weeks
2. Develop
This stage leverages the unique human-AI partnership to:
Generate an extensive range of potential solutions simultaneously
Enhance AI-generated foundations with human creativity and insight
Explore problem-solution spaces concurrently rather than sequentially
As Nair emphasizes: "It's at the intersection of AI and human insight where innovation truly thrives. AI provides a foundation, and human intellect stretches and reshapes these ideas for added depth."
3. Iterate
The final stage creates a systematic approach to refining solutions through:
AI-powered synthetic testing in controlled environments
Progressive transition to real-world validation
Autonomous experimentation using AI agents and synthetic customer feedback
Strategic Implications for Boards and C-Suite Executives
For Fortune 500 leadership, the Stingray Model offers several critical advantages:
1. Enhanced Decision Velocity
By compressing the innovation timeline, boards can make faster, more informed strategic decisions. The model's ability to analyze vast datasets and generate insights in hours rather than weeks provides a crucial competitive edge in rapidly evolving markets.
2. Resource Optimization
The model's emphasis on early feasibility and viability testing allows for more efficient allocation of capital and human resources. By identifying non-viable paths earlier, companies can redirect investments toward higher-potential opportunities.
3. Bias Mitigation
As Nair notes, while AI systems inherit biases from training data, "de-biasing AI is more straightforward than de-biasing human decision-makers." This capability enables more objective and inclusive innovation processes, mitigating the risk of products that fail to address diverse market needs.
4. Future-Ready Strategy
The Stingray Model positions companies to tackle increasingly complex challenges through the strategic application of AI. This approach ensures organizations remain adaptable to emerging technologies and market shifts.
Implementation Guidance
To effectively implement the Stingray Model, boards should consider:
Establishing clear AI governance frameworks that address data quality, bias mitigation, and ethical considerations
Investing in AI literacy across leadership teams to ensure effective human-AI collaboration
Realigning innovation metrics to measure the speed, quality, and diversity of solutions generated
Creating cross-functional teams that blend technical AI expertise with domain knowledge
Conclusion
As Nair concludes, "We're on a pathway to a new era of innovation where human creativity blends seamlessly with AI's computational power. This union positions companies to address future challenges with unmatched speed and precision."
For Fortune 500 boards and C-suite executives, the Stingray Model represents not just a new innovation framework, but a strategic imperative for maintaining competitive advantage in an increasingly AI-driven business landscape. Those who successfully navigate this transition will be positioned to outpace competitors through faster, more effective, and more inclusive innovation processes.
This summary is based on "The Death of the Double Diamond and the Emergence of the AI-Powered Stingray Model" by Natasha Nair, Associate Director at Board of Innovation.



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