Insights & Ideas
Insights, thoughts, and experiences from my journey in tech and product management.
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Layered OKRs and Flight Levels: Make Every Task Traceable to Strategy
Most companies are "busy" but not moving the needle. Layered OKRs combined with Flight Levels give you a simple way to make every team work item traceable to a strategic objective.
Jobs to Be Done: Stop Guessing, Start Solving Real Problems
JTBD is a powerful lens for product strategy, but most teams misuse it as a persona enhancer or feature wishlist tool. Here’s how to apply Jobs to Be Done to build products that actually get hired.
The Agile Manifesto Isn't a Process, it's a Description of System Characteristics
The Agile Manifesto isn't a methodology or process, it describes the system characteristics that enable true agility. Learn why agility is a system property, not a set of rituals.
Adaptability vs Predictability: Building an Organizational System for the Future
Discover how to design an organizational system that incentivizes adaptability and outcomes, resulting in increased predictability even in uncertain environments.
Is SAFe Really Agile? A Systems Thinking View
SAFe positions itself as an agile framework for the enterprise, but its structure often reinforces the very waterfall mindsets it claims to replace. Here’s a critical look at SAFe through the lens of systems thinking, continuous delivery, and modern engineering practices.
Will AI Take My Job? A Realistic Look at the Future of Work
Explore whether AI will take over jobs, what roles are at risk, and how we can adapt to thrive in an AI-powered world.
AI and the Future of Customer Experience: Hyper-Personalization at Scale
Explore how AI is transforming customer experience (CX) by enabling hyper-personalization, making every interaction more tailored, relevant, and impactful.
What is AI? A Friendly Guide to Artificial Intelligence
Discover what AI is, how it works, and why it's transforming industries worldwide in this simple yet comprehensive guide.
External Publications
- Beyond Framework Dogma: Why the Agile Manifesto Describes a State, not a Process
By Zayne Nair · 06 Feb 2026 · Institute of Project Management
- Automation in Regulated Environments: Replacing Gated Delivery with Systemic Trust
By Zayne Nair · 23 Jul 2025 · Institute of Project Management