Time spent, weighted by AI capability.
What the data is telling us.
Where business analysts move next.
Made for LinkedIn-day-three conversations.
Common questions about Business Analyst AI exposure.
What is the AI exposure score for Business Analysts?
Business Analysts have an overall AI exposure score of 64%, meaning approximately 64% of their time-weighted tasks can be substantially assisted or substituted by current frontier AI models. This places the role in the "Moderate" exposure category.
Will AI replace Business Analysts?
AI is unlikely to fully replace Business Analysts in the near term. The 36% of tasks classified as Human-Critical — including Stakeholder workshops and elicitation and Requirements negotiation and prioritisation — remain strongly human-dependent. AI is more likely to augment the role, raising productivity and shifting focus toward higher-judgment work.
What tasks are most exposed to AI for Business Analysts?
The most AI-exposed tasks for Business Analysts include: Gather and document business requirements, Write user stories and acceptance criteria, Data analysis and process mapping. These have exposure scores of 78%, 82%, 76% respectively.
What skills should Business Analysts develop to stay resilient?
Business Analysts should focus on developing skills in areas that AI struggles with: Stakeholder workshops and elicitation, Requirements negotiation and prioritisation, Change management and communication. Adjacent careers with lower exposure include Product Manager and Data Analyst.