Official company update
Do AI Experiences Enable Human Strengths to Shine?
Publisher preview
People bring their own ideas to AI, give it context it can’t infer, and check answers they remain responsible for. How could the experiences we design make those contributions easier? At Dreamforce, the Salesforce Research & Insights team asked 2,714 Trailblazers which human strengths they already bring to their work with AI, which they want to bring more of, and how they apply them. The research wall activity we hosted was one wide-angle look at this question. It sits alongside a deeper research partnership with the Salesforce Office of Ethical and Humane Use on how experts encode their judgment to get higher-quality outcomes with AI. The responses, from a self-selected group of conference participants, inspired five questions designers might consider when they build AI experiences. Who gets to offer the first idea: the person or AI?Does the experience build on people’s expertise, or make them explain it all over again?Is it as easy to check and challenge an AI answer as it is to accept it?Is verification built into the work, or left for people to remember?How could the experience help people build trust with others?Bring these questions into your next design review
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What else is visible for Salesforce?
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Current roles
161
30-day current-market scope
Company stories · 30d
28
28 official · 0 independent
Attention records · 7d
10
0 Google · 10 Polymarket
Coverage mix
Attention sources
Open roles
161
Technical roles
121 of 161
Observed hiring change
+147 roles
Hiring and market history
Daily vacancy snapshots show this company’s observed hiring; no standalone public ticker is assigned.
Vacancy history
Current role mix
121 technical · 40 other
75% of currently observed roles are technical.
Vacancy history uses saved daily snapshots through 2026-11-01. News counts are dated publications; attention counts are matched records, not search volume or prediction probabilities.