Moving Enterprises Beyond Labor-Centric Operating Models
Murthy Malapaka — Executive Technology Strategist & AI Transformation Leader
I help enterprise leadership teams replace labor-centric operating models with AI-native ones — turning bold strategy into operational reality, one decision at a time.
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Breaking Barriers in IT Operations: How to Adopt AI Change Management
Forbes Technology Council. AI transformation is ultimately a people transformation — not just new technology.
View Articles →AI-Native Operating Model
A single-page model for aligning strategy, decision rights, talent, and technology before committing capital to AI transformation.
Read More →Eliminate, Predict, Prevent: What Physical AI Should Actually Be Asked
Most physical AI and IT/OT convergence pitches are built to run an existing workflow faster. The harder question is whether the workflow should exist at all — and predict, prevent, and eliminate are three different problems with three different feedback loops.
Read More →Recently published
The Enterprise Doesn't Have a Chief Intelligence Officer Yet — It Needs One
The tooling to build enterprise intelligence is finally cheap enough. What's missing isn't capability — it's someone accountable for building it. Here's the role, and the mandate it needs.
The Intelligent Enterprise Isn't a Dashboard — It's a Conversation
Most AI-native enterprise efforts today are dashboards with a chat interface bolted on, or task automation with no diagnosis underneath it. Neither is intelligence. Here's what actually is.
Consumption Isn't the Point
The industry keeps measuring AI by what it costs to run. That's the wrong instrument for what AI is actually for.
Helping enterprises operate differently in the age of AI
Transformation fails when strategy and operating model drift apart. My work keeps them tied together.
AI Transformation Strategy
Translating emerging AI capability into a coherent enterprise strategy — sequenced, funded, and tied to measurable business outcomes.
Operating Model Redesign
Redesigning how decisions, talent, and technology work together so the organization can absorb continuous change rather than resist it.
Executive Advisory
Working directly with CEOs, CIOs, and boards to build the judgment and governance needed to lead through disruption.
The future of enterprise transformation is not better automation. It is replacing labor-centric operating models with AI-native operating models.— Murthy Malapaka
Every operating model was once someone's bold assumption about how work should get done. The AI-native operating model is the next one — and the enterprises that design it deliberately will out-compete the ones that stumble into it by accident.
— Murthy Malapaka