Builder's Perspective

Why I Build Practical AI Products Instead of Chasing AI Hype

By Damir Grubisa, CEO of Group 4 Networks.

The most useful product ideas begin with repeated friction in a real workflow, not a broad instruction to add AI.

A narrow job creates a stronger product

Focused scope makes a product easier to explain, integrate, test and measure.

Guardrails are part of the design

Permissions, logging, approval steps and safe failure modes should be designed into the workflow.

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