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JapanTravel and aviation2024 – ongoing

Hoshino Resorts

KARAKURI assist for reservation-center email handling

Hoshino Resorts used KARAKURI assist to help new reservation agents handle emails sooner

WorkingVendor case studyVendor ↗

Problem

New reservation agents struggled to find suitable replies among more than 5,000 templates. Email handling depended heavily on experienced staff as the resort operator expanded.

Approach

Hoshino Resorts introduced KARAKURI assist for template retrieval and proofreading new agents' writing. The vendor reported that April 2024 recruits began handling inquiries early. A specialist team also tested generative reply drafting for selected hotel brands, with broader deployment dependent on accuracy.

Results

No published figures

Takeaway

Template retrieval supported new agents before generative reply drafting was ready for wider use.

Categories

Business function
Customer service
Innovation type
Process innovation
AI technology
Generative AI
Evidence
Vendor case study

Sources

Source summaries

[1]Karakuri6 Aug 2024

Karakuri reported improvements in reservation-center email handling and new-agent readiness. It described access to more than 5,000 templates. An 80% accuracy threshold for expanding reply drafting was a target, not a reported result.

Full details are in the original sources.

Added 1 Nov 2026 · Updated 1 Nov 2026
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