Layer C · Workforce AI Usage & SaaS AI Spend

Worklytics
Workplace analytics that shows how work and AI adoption happen across the organisation, from collaboration and tool data.
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At a glance
- Control layer
- C: Consumption and workforce
- Five-Layer model
- Usage Transparency, Productivity Value
- Status
- Active
- Typical buyers
- IT and SaaS management, Technology leadership (CIO)
- Delivery
- Not yet assessed

Buyer fit
Fits people and IT leaders measuring AI adoption across the workforce. Privacy settings and data minimisation should be agreed with HR and legal first.
Market outlook
Established people-analytics vendor extending into AI adoption.
What to check
- AI adoption measured from collaboration and tool data.
- Used by IT, HR and business leaders.
- Adoption is not value; pair with outcome measures.
Sources
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By Ed Epstein, who works at IBM. The postings on this site are my own and don't necessarily represent IBM's positions, strategies or opinions. About and disclosure · Methodology