Dr. Ash Khalilian
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Publications & Insights

Longer-form essays on AI strategy, multi-agent systems, AGI, and the future of business automation.

Featured AI Operations

Goodbye DevOps, Hello AINOps

Autonomous AI agents are dissolving traditional DevOps into AINOps: AI systems that operate, monitor, and heal infrastructure while humans supervise outcomes rather than pipelines. A look at what changes, what stays, and how to prepare.

Read on Medium
AI Strategy

We Stopped Treating AI Like a Chatbot and Started Treating It Like a New Hire

The experiment that changed how we build AI agents: job descriptions, KPIs, and guardrails are the difference between an unreliable demo and a production-ready employee.

10 min read Read article
Research

Stitching a Mind: Why AGI Is a Systems-Integration Problem, Not a Single-Model Moment

A deep dive into multi-agent architectures and why AGI is fundamentally an integration challenge, not a scale one.

12 min read Read article
AK

Dr. Ash Khalilian

Generative AI Expert

Leading Generative AI innovation and digital transformation with 25+ years of IS/IT leadership experience. Founder & CEO of AGENTIVE, Australia's premier AI-Native consultancy delivering projects in weeks, not months.

PhD Information Systems Gold Medal Graduate

Services

  • Generative AI Strategy
  • AGENTIVE Platform
  • AI Employee Design
  • Enterprise AI Solutions
  • Publications & Insights

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© 2026 Dr. Ash Khalilian. All rights reserved.

"Australia's premier Generative AI consultant transforming businesses through innovation and IS/IT leadership excellence"

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