Automation’s Early Footprint. How Agentic Tools Match with Work Tasks

speakership
Campbell and Zanele will share insights from their analysis of the Agentic Task Ecosystem dataset.

Date: Oct 02, 2026

Time: 4:00 PM - 5:00 PM

Location: Online

Join us as Campbell Lund, Research Scholar at Cohere Labs, and Zanele Munyikwa, Research Fellow at Cohere Labs, discuss their latest project: building the Agentic Task Ecosystem (ATE) dataset.


Campbell and Zanele will share insights from the creation and analysis of ATE—a supply-side measure of automation which connects agentic tools to occupational tasks. Learn why only 2.6% of tools actually match to existing tasks, and discuss what these patterns mean for the future of work across different industries and occupations.

Link to blog post: https://cohere.com/blog/automations-early-footprint