Insights & Perspectives
Expert perspectives on business transformation, AI strategy, and sustainable growth from our consulting team.
The Deployment Decade
Between May and July 2026, Anthropic, OpenAI, AWS and Microsoft each launched a dedicated AI implementation business, committing close to US$10 billion to Forward Deployed Engineering. This paper argu...
Agentic AI Governance: Why Enterprises Are Decommissioning Their Agents
Gartner expects 40 percent of enterprises to demote or decommission AI agents by 2027. The cause is rarely the model. It is governance, and that is a leadership decision made too late.
Why Enterprise AI Pilots Stall Before Production, and the Operating Model That Gets Them Past It
Most enterprises have more AI pilots than they can count and far fewer in production. Here is where pilots actually stall, the four layers enterprises keep skipping, and the operating model that turns...
Why Generic AI Training Fails: A Department-by-Department Breakdown
Generic enterprise AI training stalls at 15–20% utilization because finance, HR, sales, operations, engineering, and legal each face different workflows, risks, and measurement needs. Here's the depar...
Why Your AI Strategy Needs an Operating Model
Most enterprises have an AI strategy. Very few have designed the operating model to make it work. Here is why that gap is the single biggest reason AI initiatives fail to deliver real business value.
Why 75% of Enterprise AI Initiatives Fail And the 3 Things That Actually Fix Them
Enterprise AI failure refers to any AI initiative that fails to deliver measurable business value, stalls in pilot stage, or is abandoned before reaching production deployment. Current research places...
Core Skills for 2030: What the Future of Work Really Demands
The future of work is not only about AI. World Economic Forum data shows that by 2030, employers will value systems thinking, resilience, leadership, and sustainability capability just as much as tech...
2025: A Year of Transformation, Innovation, and Impact at Massivue
A detailed reflection on what we accomplished, how we measured our progress, and where we are headed next. For Massivue, 2025 was defined by clarity of purpose. Across industries, organisations faced...
As AI Redefines Business, Leaders Must Redefine How Value is Delivered
At Massivue, we believe that artificial intelligence isn’t just another tool, it’s a fundamental shift in how organizations operate, compete, and grow. Yet, like many transformative technologies, its ...
Closing the AI ROI Gap: New Rules for Measurable Success
Artificial Intelligence has become the centerpiece of enterprise transformation yet, most organizations aren’t seeing the returns they expected. According to the IBM Institute for Business Value, only...
Emission Intensity Rules: A Turning Point for Indian Industry — And an Opportunity for Innovation
Last week, India made a landmark move: the central government officially notified its first legally binding Greenhouse Gas Emission Intensity (GEI) Target Rules, 2025, covering 282 industrial units in...
Protum™: The New Standard for AI Coordination
The Challenge: When AI Agents Disagree As organisations deploy multiple AI systems—Sales AI, Supply Chain AI, Customer Service AI, Engineering AI—conflicts are inevitable. Different optimisation targe...