Smash Notes

Back to S13 Bonus: Eliminating Paperwork & Manual Data Entry in Manufacturing with Brian McKeown, Founding Engineer at Harmony AI, with Brian McKeown.

How Does Harmony AI Scale?

Harmony AI scales by targeting mid-market, high-volume, family-owned manufacturers and sticking to that market at the start. Brian McKeown says a solution delivered at one factory can be ported to another and connected into the data model, so implementations and deployments get faster one after another. He calls the result a snowball effect.

Brian McKeown says there is a tendency at startups to accept anyone as a customer to grow revenue and look big enough to go to San Francisco and raise a big, crazy next round. He says a short-term influx of capital might not be worth taking someone outside the ICP on as a customer. Even 5, 10, or 15 more customers, when each one does not fit the ICP and is unique enough to stay extremely siloed and hard to deliver, create a mountain of maintenance that becomes a real thorn once the company starts growing.

Staying inside one kind of factory lets Harmony AI notice repeatable trends between factories, keep the solutions scalable, and grow quicker as each deployment follows the last.

Grokipedia·Harmony·Brian McKeown

Transcript

S13 Bonus: Eliminating Paperwork & Manual Data Entry in Manufacturing with Brian McKeown, Founding Engineer at Harmony AI ·

Code Story

More from this episode

  1. How Does Harmony AI Connect a Factory?Harmony AI is an AI operating system for a factory. Brian McKeown says Harmony sends a person into the plant for anywhere between three to nine months.
  2. How Does Harmony AI Close Every Factory Pilot?Brian McKeown says Harmony closes a plant by solving the hardest problem in four to six weeks. Every single pilot so far has closed.
  3. What Does Wellborn Cabinets Love?Brian McKeown says Wellborn Cabinets, a customer in Alabama, loves guns and treats the Second Amendment as a favorite amendment.
  4. How Does Harmony AI Decide What to Build Next?Brian McKeown says Harmony AI decides what to build next from the people living in the weeds of customer factories.
  5. What Mistake Did Harmony AI Make?Brian McKeown says one mistake at Harmony AI was prioritizing speed over quality.

People

More answers like this

Related episodes

Plays from this note through the rest of the episode.

Weekly highlights

One letter a week.

The notes worth hearing, with the minute they were said.