← All workplace AI use cases

Workplace AI · 20 scenarios

Research and analytics

Research uses depend heavily on source quality, consent, de-identification and whether a generated pattern becomes a real decision. These scenarios show what a useful review should test before anyone relies on the result.

How to use this page

Choose the task closest to the real request. The scenario then shows which facts the employee should submit.

Scenario catalogue

What is someone about to do?

Every page uses the same policy inputs, but the data, consequence, reviewer and useful safeguards belong to the task.

01Internal work

Can I use AI to summarise academic literature?

Can your company use AI to summarise academic literature? Review the facts that can change its workplace-policy answer.

Public research informationInspect →
02Internal work

Can I use AI to find themes in survey responses?

Can your company use AI to find themes in survey responses? Review the facts that can change its workplace-policy answer.

Personal research informationInspect →
03Internal work

Can I use AI to summarise interview transcripts?

Can your company use AI to summarise interview transcripts? Review the facts that can change its workplace-policy answer.

Personal research informationInspect →
04Internal work

Can I use AI to analyse public market data?

Can your company use AI to analyse public market data? Review the facts that can change its workplace-policy answer.

Public informationInspect →
05Internal work

Can I use AI to compare competitor products?

Can your company use AI to compare competitor products? Review the facts that can change its workplace-policy answer.

Public informationInspect →
06Customer profiling

Can I use AI to segment customers for analysis?

Can your company use AI to segment customers for analysis? Review the facts that can change its workplace-policy answer.

Customer personal informationInspect →
07Internal work

Can I use AI to analyse product usage data?

Can your company use AI to analyse product usage data? Review the facts that can change its workplace-policy answer.

Customer usage informationInspect →
08Internal work

Can I use AI to interpret an experiment result?

Can your company use AI to interpret an experiment result? Review the facts that can change its workplace-policy answer.

Internal product dataInspect →
09Business planning

Can I use AI to forecast customer demand?

Can your company use AI to forecast customer demand? Review the facts that can change its workplace-policy answer.

Internal commercial informationInspect →
10Internal work

Can I use AI to detect anomalies in business data?

Can your company use AI to detect anomalies in business data? Review the facts that can change its workplace-policy answer.

Internal business informationInspect →
11Internal work

Can I use AI to clean a public dataset?

Can your company use AI to clean a public dataset? Review the facts that can change its workplace-policy answer.

Public informationInspect →
12Research finding

Can I use AI to analyse research data about identifiable people?

Can your company use AI to analyse research data about identifiable people? Review the facts that can change its workplace-policy answer.

Personal research informationInspect →
13Health research

Can I use AI to analyse sensitive health research data?

Can your company use AI to analyse sensitive health research data? Review the facts that can change its workplace-policy answer.

Sensitive health informationInspect →
14Internal work

Can I use AI to generate synthetic data for analysis?

Can your company use AI to generate synthetic data for analysis? Review the facts that can change its workplace-policy answer.

Data structure and statistical propertiesInspect →
15Stakeholder reporting

Can I use AI to write an explanation for a chart?

Can your company use AI to write an explanation for a chart? Review the facts that can change its workplace-policy answer.

Business informationInspect →
16Management reporting

Can I use AI to draft a management dashboard narrative?

Can your company use AI to draft a management dashboard narrative? Review the facts that can change its workplace-policy answer.

Confidential business informationInspect →
17Business reporting

Can I use AI to define business KPI calculations?

Can your company use AI to define business KPI calculations? Review the facts that can change its workplace-policy answer.

Internal data definitionsInspect →
18Model release decision

Can I use AI to evaluate an AI model?

Can your company use AI to evaluate an AI model? Review the facts that can change its workplace-policy answer.

Model evaluation dataInspect →
19External participant communication

Can I use AI to draft research participant recruitment copy?

Can your company use AI to draft research participant recruitment copy? Review the facts that can change its workplace-policy answer.

Research protocol informationInspect →
20External publication

Can I use AI to prepare a public research report?

Can your company use AI to prepare a public research report? Review the facts that can change its workplace-policy answer.

Research data and findingsInspect →