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 →The Missing Objective: Why AI Keeps Automating Work That Shouldn’t Exist
Every LLM leap came from changing what we train models to do. One objective is still missing: elimination. Why enterprises need an elimination office.
Read More →Recently published
Good Is Not Good Enough: The Intelligence Hiding in Your Own Data
Fintech turned business processes into technology services. The next, bigger conversion turns business judgment into intelligence, and most enterprises already hold the playbook in their own historical data.
The Forecast Is Free Now. Your History Isn't.
Time series foundation models have made forecasting a commodity across IT and OT. The differentiator is historical intelligence: business curves, the text behind them, and the infrastructure beneath them, read together.
The Science Fiction Moment Always Arrives Early
From a CAD/CAM-driven lathe in the 1990s, to real-time business process anomaly detection, to NOC-less operations today, every wave of transformation looks like science fiction until the operating model catches up. Physical AI will be no different.
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