Dixa × celebrate Company
Dixa x celebrate Company, automating away four full-time manual taggers
75% shorter onboarding (8 weeks to 2 weeks)
Siloed manual chaos to unified automated workflows
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Why it works
The case study earns its efficiency tag by anchoring every section in concrete before-and-after numbers: onboarding from 8 weeks to 2 weeks, 4 agents per day eliminated from manual tagging, 90% of calls answered within 30 seconds. The quotes from Benedikt Peine carry real operational detail rather than generic praise, which keeps the story credible. The competitive switch from Help Scout and Talkdesk is named explicitly, adding a displacement narrative that sharpens the contrast.
Steal this
Quantify the hidden labor cost before the switch: naming that four agents spent full working days on manual tagging makes the automation payoff tangible and memorable without requiring a single financial figure.
Click to enlarge ↗ This is editorial commentary and curation. The case study, screenshot, and all metrics are Dixa's published work; we link to the source and lead with our analysis.