AI in HR has a credibility problem: the technology is getting better at spotting patterns, summarizing data, and automating work, but none of that guarantees a better employee experience. In this conversation, Motivosity Chief Product Officer Jesse Dowdle and VP of Engineering Dano Gillette make the case for “appreciation intelligence”—using AI to remove administrative friction without automating the human moments that actually make recognition meaningful.

The bigger opportunity isn’t an AI-generated thank-you note. It’s giving HR and frontline managers a richer picture of employees, surfacing signals before problems become crises, and turning data into useful action. But there’s an important line running through the conversation: AI can recommend, filter, moderate, and nudge. Humans still need to own the judgment.

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