Assertion certainty 4/5 debate potential 1/5

Poncho groups 2,600 New York locations into 20 clusters to scale content

Kuan Huang · 20 VC 017: BETAWORKS WEEK: Kuan Huang, Founder @ Poncho · Oct 16, 2015 · at 17:39

Kuan Huang, founder of Poncho, describes how his team worked with Betaworks data scientists to build weather pattern clustering technology.

0:00 / 0:16exact quote · 16.9s
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“In New York State, there are 2600 locations that has the weather forecast. Then we can group these locations into probably 20 or 30 groups based on a similar weather pattern, so our editors only need to write 20 messages to cover these regions.”

quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →

More from Kuan Huang

Opinion
Kuan Huang: The weather app market suffers from horrible product innovation
“It's a huge market, but the innovation is, is horrible.”
Kuan Huang Oct 16, 2015 ▶ 6:28 20 VC 017: BETAWORKS WEEK: Kuan Huang, Founder @ Poncho
Prediction Not checkable as stated
Kuan Huang: Future weather services will proactively push forecasts to users
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Insight
Kuan Huang: Users only check weather and transit apps twice daily
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Kuan Huang Oct 16, 2015 ▶ 9:55 20 VC 017: BETAWORKS WEEK: Kuan Huang, Founder @ Poncho
Opinion
Kuan Huang: Betaworks acts as a co-founder, not just an investor
“So I consider beta works as a, not only just an investor, but also a co-founder.”
Kuan Huang Oct 16, 2015 ▶ 12:18 20 VC 017: BETAWORKS WEEK: Kuan Huang, Founder @ Poncho
Assertion Not publicly verifiable
Poncho operates in 15 states covering 60% of the local population
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Kuan Huang Oct 16, 2015 ▶ 11:35 20 VC 017: BETAWORKS WEEK: Kuan Huang, Founder @ Poncho
Assertion Supported
Poncho relies on human writers rather than algorithms for weather forecasts
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