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answer: direct
beat: flocci-products
source: 1 article · updated: July 12, 2026
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How does the AI actually help?

On the way in, the 'Magic Wand' turns a free-text prompt into a validated, correctly-typed content structure and retries validation up to 3 times if it fails. On the way out, XM waves get async AI sentiment scoring (0–100), semantic clustering of open-text verbatims, and an AI executive narrative comparing waves. AI also generates and validates the branching graphs used in adaptive HR journeys and personality assessments.

Answered in

Flocci Pulse: Nine Engagement Tools, One Engine an Agent Can Drive

Pulse runs polls, quizzes, surveys, live events, HR waves and persona tests on one engine — and ships an MCP server so an AI can run the whole loop.

Crashtech Editorial July 12, 2026 Building Flocci

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