Insights

Practical thinking for the AI product era

Perspectives on AI, product engineering, SaaS, EdTech, PropTech and immersive experiences, written to be useful, not to sell.

Artificial Intelligence

Where should a business start with AI automation?

A practical framework for finding the workflows where AI creates measurable value, and avoiding the ones that only look impressive.

6 min read

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Artificial Intelligence

AI agents versus conventional workflow automation

When an autonomous agent is the right tool, and when a simpler, deterministic automation is more reliable and far cheaper.

5 min read

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Product Engineering

Why AI prototypes fail before reaching production

The product, data, security and operational realities that quietly kill promising prototypes, and how to address them early.

6 min read

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SaaS

How to plan an AI-powered SaaS platform

The key decisions around value, architecture, data, security and delivery that determine whether an AI SaaS scales or stalls.

7 min read

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Delivery

Dedicated team versus project-based development

How to choose the engagement model that fits your product stage, budget certainty and internal capacity.

5 min read

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VR/XR

Practical VR applications beyond gaming

How immersive experiences are creating real value in learning, real estate, training and events, with concrete examples.

5 min read

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