The category-productivity confusion

Most monitoring tools assign productivity scores to applications by category: work tools (high), communication tools (medium), social media (low). This is a useful starting point but wrong for many specific cases. A Figma designer spending 6 hours in a design tool is being highly productive. The same 6 hours in a design tool for a developer is an anomaly worth noting. Categories are not enough.

Role-based classification

The correct unit of productivity classification is the role, not the category. Deskify allows department-level classification of apps and websites so that the productivity score reflects what is actually productive for each role. A DevOps engineer's productive apps (terminal, monitoring dashboards, cloud consoles) are entirely different from a content writer's productive apps (CMS, research tools, document editors).

Involving employees in classification

The best approach to app classification involves the people doing the work. Ask your engineering team which apps are genuinely essential to their workflows. Ask your sales team which tools they could not do their job without. Their answers will often surprise you and improve your classification accuracy. Deskify's AI suggestion feature starts this conversation automatically by flagging apps that appear frequently and asking whether they should be reclassified.