How do I start measuring generative AI productivity gains in my office and are there local software packages designed for this?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I start measuring generative AI productivity gains in my office and are there local software packages designed for this?
1 real search · 1 real-search pass
generative AI productivity measurement software workplace analytics tools 2026 on-premises self-hostedGoogle ↗
OBSERVEDOther / navigational
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
generative AI productivity measurement software workplace analytics tools 2026 on-premises self-hosted Google ↗
- Generative AI in Real-World Workplaces · microsoft.com
- Generative AI in Real-World Workplaces · microsoft.com
- Microsoft Viva Insights · microsoft.com
- ActivTrak · activtrak.com
- Larridin · larridin.com
- WorkTime · worktime.com
- PostHog · posthog.com
- Best Productivity Tracking Software in 2026: 14 Tools for Measuring Output Without Surveillance · resources.rework.com
- 7 best on-premise employee monitoring software tools (2026) · worktime.com
- Self-Hosted Analytics Tools (2026) · zairalabs.ai
- Metabase · metabase.com
- Opik · comet.com
- MLflow · mlflow.org