Agentic AI Strategy
Most organizations claim they have an Agentic AI strategy. Few can explain it without pulling up a deck. Fewer still can point to sustained operational or financial impact that clearly traces back to it. What… Agentic AI Strategy
Agentic AI Maturity
Organizations love tools. Dashboards. Bots. Co-pilots. Plug ins everywhere. Many executives feel good when teams adopt generative AI for writing decks, summarizing meetings, or speeding up code reviews. Activity spikes. Demos look slick. Impact stays… Agentic AI Maturity
Responsible AI (RAI) Maturity Model Primer
Responsible AI stopped being a thought experiment the moment AI systems gained real authority inside organizations. Leaders now wrestle with automation risk, ethical scrutiny, regulatory pressure, and internal trust gaps that can derail even the… Responsible AI (RAI) Maturity Model Primer
Goal-Question-Metric (GQM) Framework
Software Quality Assurance (SQA) is a structured discipline aimed at ensuring that software systems deliver on critical attributes like reliability, performance, and maintainability. At its core, SQA is about making Quality measurable and manageable. It… Goal-Question-Metric (GQM) Framework
Design Structure Matrix (DSM)
Every large Digital Transformation or Product Development effort eventually runs into some sort of complexity. Dependencies between teams, tasks, systems, and data build up until the project becomes impossible to manage by instinct or Excel… Design Structure Matrix (DSM)
Responsible AI (RAI) Maturity Model: Team Approach
Responsible AI has become the corporate buzzword of the decade. Everyone agrees it’s necessary, yet very few know how to make it real. Policies are written. Ethical charters are launched. Boards nod approvingly. But when… Responsible AI (RAI) Maturity Model: Team Approach
Gartner TIME Framework
Enterprise application portfolios are often bloated with legacy tools, niche systems, and duplicated capabilities. Many of these applications quietly hemorrhage money without delivering measurable value. CIOs wrestle with hundreds of these applications, often lacking a… Gartner TIME Framework
Responsible AI (RAI) Maturity Model: RAI Practice
AI is running faster than regulation, and faster than many organizations’ ability to govern it. The past two years have shown what happens when technology outpaces trust—hallucinations, bias, privacy breaches, data leaks. Every headline reinforces… Responsible AI (RAI) Maturity Model: RAI Practice
Responsible AI (RAI) Maturity Model: Organizational Foundations
Responsible AI has moved from policy talking point to an operating requirement. The Responsible AI Maturity Model provides the scaffolding to build that requirement into everyday work. The model defines Responsible AI as aligning AI… Responsible AI (RAI) Maturity Model: Organizational Foundations
Circular Strategy
Circular Economy has become Strategy. The goal is not higher recycling rates. The goal is redesign of value creation and value capture across the full lifecycle of products and materials. Circular Strategy replaces take make… Circular Strategy
Circular Product Lifecycle
Linear models burn value. Circular design locks it in. The Circular Product Lifecycle is a practical framework that turns lofty sustainability talk into day one operating choices. Leaders map value across six phases—then choose where… Circular Product Lifecycle
Growth Strategy: Rule of 40
Every executive wrestles with the same tension. Pursue strong top-line growth and profitability erodes. Push hard on margins and growth slows. The Rule of 40 provides a pragmatic scorecard to manage this paradox. The formula… Growth Strategy: Rule of 40