Observed Signal · Nov 27, 2025 · Market Research · Source: OnlineMarketing.de · Impact: 2/5 · Sentiment: Neutral
AI Experience Gap: What Employees Get from AI
AI is touted as a time-saver in the workplace, yet real-world gains often fall short. A study by Pendo in collaboration with Appinio finds that while 85% of respondents view AI as exciting and full of potential, many experience frustration as they must continually adjust prompts and rework queries. Among regular users, 96% report weekly prompt adjustments, and 42% refine inputs until the AI response fits their needs. Although 36% say AI saves more than an hour per week, the benefit is partially offset by repeated corrections. Trust in AI results remains fragile, with only 30% believing the outputs are correct and 36% feeling confident to operate tools effectively. Consequently, 80% of employees desire targeted training or clear guidelines from their employers. The study highlights an AI-experience gap that can erode ROI unless user understanding and AI-agent UX are improved, a point underscored by Pendo’s Todd Olson, who emphasizes studying user behavior to optimize outcomes.
Balanced insights on AI adoption, with mixed productivity outcomes; not industry-shifting.
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Key Takeaways & Evidence Grounding
- A study by Pendo in collaboration with Appinio examined AI experiences in the workplace.
- 85% of respondents describe AI as exciting and full of potential.
- 75% consider AI generally helpful, but 42% refine prompts until the answer fits.
- 96% of regular AI users adjust prompts weekly.
- Only 30% trust AI outputs to be correct; 36% feel confident using the tools.
- 80% want targeted training or clear guidelines from their employer.
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