Introduction: The Ground Has Shifted A little under a year ago, we published a detailed field guide on building a computer vision system for object identification, counting, and ERP integration. The core message of that post still holds: getting from "the AI sees an object" to "the record in your system is correct" is a journey full of non-obvious problems — duplication, occlusion, lighting drift, object similarity, and knowing when to trust the machine. What has changed in t

Object counting with computer vision sounds straightforward. In practice, it is one of the most technically nuanced CV deployments you can attempt. This is a complete map — from first principles to live production — including how Cluedo Tech solved it.

Agentic AI marks a fundamental shift in how businesses use artificial intelligence — from systems that respond to prompts to systems that plan, act, and complete multi-step tasks autonomously. In 2026, it is no longer experimental. Here is what it means and how enterprises are deploying it.