Moving enterprises beyond labor-centric operating models
labor-centric operations → AI-native operating models
The next era of enterprise transformation will not be defined by deploying more AI. It will be defined by redesigning how work itself is produced.
Three decades across every major technology wave
Each wave reinforced the same lesson: technology creates its greatest value when it changes the operating model, not when it merely improves existing processes.
Centralizing enterprise applications
Moved computing out of silos and into shared systems — the first step toward a common operating model.
Connecting the enterprise to the world
Opened the enterprise to customers, partners, and markets in real time, and made speed a competitive weapon.
Elastic infrastructure, faster delivery
Removed capacity as a constraint and made continuous delivery the default way of building.
Removing repetitive work at scale
Proved that large categories of work could run without a person in the loop for every step.
Redesigning how work itself is produced
Moves beyond automating existing steps — toward eliminating work entirely and running it through digital labor and intelligent agents.
Most recently, I led the Research & Development organization at SLK Software responsible for defining and delivering PeakPerform™, an AI-native autonomous operations platform combining agentic AI, digital labor, assisted AI, operational intelligence, observability, and enterprise-scale augmentation techniques.
Eliminate first. Automate second.
Before automating work, ask whether the work should exist at all, whether the platform already has the intelligence to resolve it, and whether human intervention is truly necessary.
How do enterprises redesign operating models so that work is eliminated, simplified, or autonomously executed — instead of continuously adding more labor to manage complexity?— Murthy Malapaka
Where I work with enterprises
- AI-native enterprise operating models
- Agentic AI and digital labor
- Autonomous IT and business operations
- Work elimination and cost takeout
- Platform intelligence and operational intelligence
- Enterprise AI transformation strategy
Forbes Council & published perspectives
I am an active Forbes Council member and have published extensively on enterprise technology, automation, AI, and operating model transformation. My earlier work includes "Incidence Avoidance in Action" on DevOps.com and the TechRepublic interview "Killing the IT Ticket," both drawn from Lexmark's shift to proactive, AI-driven IT operations. See Publications for the full collection.
Today, my focus is on helping enterprises understand what comes after labor-centric operations: AI-native operating models designed around outcomes, intelligence, and autonomous execution.
I've watched five technology waves promise to change how enterprises work. AI is the first one that actually lets us redesign the work itself — not just the tools we use to do it.
— Murthy Malapaka