Unverified50% confidenceFactExact time
After trimming templates from 140 to 22, median first response time dropped from 4 hours 10 minutes to 41 minutes.
1
Sources
50%
Confidence
Long-term
Relevance
10/19/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe generation time for a draft was compressed from 20 minutes to 3 minutes, but if you add 8 minutes of review, 5 minutes of correction and 2 minutes of handoff, the original workflow was 20 minutes and the new workflow is 18 minutes, so only 2 minutes are actually saved.76% similarUnverifiedAcross multiple deployments observed by the author, using the five-field handoff reduced the average time from escalation to reply from hours to under one minute.71% similarUnverifiedBased on 30 days (about 43,200 minutes), 1 percentage point corresponds to about 432 minutes, 0.1 percentage points to about 43 minutes, and 0.01 percentage points to about 4.3 minutes.71% similarUnverifiedProcessing time per pack is about 47 minutes, down from about 70 minutes when the second model was added; subsequent prefix caching brought it down to about 37 minutes, but missed one more answer.71% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1068243API
curl https://kongchang.com/api/v1/knowledge/claims/1068243MCP
get_claim(id=1068243)