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DocsAI StudioSmart Matching

Smart Matching

AI-powered talent-to-opportunity matching that analyzes job requirements, talent attributes, and historical booking success to recommend the best fits.

Matching Algorithm

Smart Matching considers multiple signals to rank talent for each opportunity:

Attribute Match — Physical stats, skills, experience level, and category alignment with job requirements
Availability — Real-time calendar check to ensure talent is free during the booking window
Historical Success — Past booking completion rate, client satisfaction scores, and rebooking frequency
Geographic Proximity — Distance from talent's base location to the job site, including travel time estimates
Rate Alignment — Talent's rate card vs. the job budget — flagging over/under budget matches

Accuracy

94.7% match accuracy based on post-booking satisfaction surveys. Saves an average of 3.2 hours per booking compared to manual search.

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