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Chenyi Shi

👤 Person
172 appearances

Podcast Appearances

Acquired
Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

I guess I'll just add on to the perspective of a student of the seven powers framework, not a creator of that.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

So one thing that struck me as the most useful way to apply the power framework is really as a cognitive leverage.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

So I think, Ben, you mentioned it doesn't really tell you what's the next thing you should build or what product is going to hit the market, but it kind of tells you what's the right strategy question to focus on.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

I think the way I put it is, what is not important is as important as what's important.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Naturally, as founder and operators, you will spend 90%, 95% of time on operational excellence.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

It's so important you have the right team, the right culture, the right execution.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

But there's 5% of time that you may spend on real important strategy questions.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

And those are what determines the eventual margin structure of the business, the competitiveness of the business.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

And what power structure can tell you is what is that 5%?

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Out of all the things you're thinking about, what really makes the real strategic importance that you spend all the time thinking about?

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

That's one way I think this will be the most useful, maybe for a lot of members in your audience.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

The other comment I'd have is, now that I've had the chance to work on the theory myself, it's actually amazing how it's not done yet.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

I've been in Hamilton's class seven, eight years ago at Stanford.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

I've been working with him for the past couple of years.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

I used to think, oh, it's all in the book.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

It's just there.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

There are seven of them and it's all described.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

But then as we dig into it, things that we don't know come up.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

We talked about platform last year and

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

We're going to talk about transforming now.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

It's about sort of the dynamics part of power and maybe even extend into corporate strategy, not just business strategy.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

So this kind of life within the theory is actually really exciting and fun to explore.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

I'll kick this one to you, Hamilton.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Thanks a lot.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

So I think actually in our prior email conversation, David, you had the question of how do we go about research something like this?

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

And typically we start with looking at what others have been talking about.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

This is exactly where we come across a lot of common narratives of where do you find our next level of growth?

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

we've all heard about, you know, go listen to your customers.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

There's an Amazon school of like customer obsession that's fairly popular.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

People will go after TAM expansion, you know, expand geographically, go different segments or, you know, full or core competence, et cetera.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

And as we look through this, I think one issue we found is

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

they don't seem to be conclusive about the chance of success of these transforming steps.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

So in other words, you can't say if you do X, you are more likely to succeed, right?

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Like for example, there's this whole school of thought around marketing myopia that says you should define your industry definition widely, right?

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

The reason why railroad industry goes into decline is not because people don't have demand for transportation, but because they can't think of themselves as a broad transportation company.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

They should have moved themselves into cars and trucks and airplanes and even telephone, which are new forms of transportation.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

And I think this is one of the best sellers of Harvard Business Review of all time, just speaks to the popularity of it.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

So the question we will ask is, does companies that follow marketing myopia all tends to be successful?

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

You know, does that give us a way to predict success?

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

And we can kind of think of examples on either side, right?

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Like Disney today is not just a theme park company or animation company.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

They seem to be a broad entertainment company.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

They're pretty good at coming up with the next form of entertainment that people will love and want to watch.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

On the other side, Uber at one point was all in on mobility, right?

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

It was not just about cars.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

You know, if you still remember the scooters.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Bikes.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

And they were serious about flying cars at one point, right?

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Helicopters.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Right.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

But that didn't seem to end up that well, even if it ends up in the same mobility definition.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

So what that means is we can't tell whether following a certain school of thought is definitely going to be leading to success, which means we don't have a theory behind it, right?

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

So that sort of stays our problem is can we say something that's a bit more definitive, you know, a bit more having the predictive power there, right?

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

And as we thought about it, the real reason why we have this issue is a lot of these popular narratives kind of tell you about economic value, but they don't tell you much about business value.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Instead, in other words, they tell you about value creation, but not value capture.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Instead, in other words, we're basically saying product market fit is not power.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Yeah, I think that's a good way to put it, which basically means all of the common narratives out there are really useful.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

They're really useful as idea generators.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

They tell you where to look for the next product market fit out there.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

And we think the understanding of power is the missing link here.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

We have all these ways to come up with options, but how do you assess which one of them is really the best idea?

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

And that's what we set out to give a better structure to.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

I think particularly for earlier stage companies, the three most common power types that you would find are scale economies, network economies, and switching costs.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Well, it's actually often common that you'll have counter-positioning because that's how you tackle your incumbent in a space.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

But there are a couple other power types that doesn't really come in until sort of the more mature phase of the business.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

And that's laid out in the book, like process power or brand power.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

You really need to develop them after years and years of experience, you know, honing in on the core business.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

So for the benefit of the audience today, we thought it would be more useful to focus on the three types of power, scale, network, and switching cost, which is probably the most common that we'd find out there.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Yeah.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

So regardless of what's the core power prospect, I'm calling it a prospect because power is a pretty hard bar to clear.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

But even if you're still in the make for you and you think this is going to be the mechanism that protects you from competition in the long run, the first step is always to get a really clear understanding of what that core business power prospect looks like.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

So back to your example of Uber.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

If the core power prospect of Uber is actually scale economies, which says the technology framework of doing the matching automatically is so hard and requires so much cost to build, then international expansion would have been totally irrational, right?

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Because you're just spreading that fixed cost over more geographies and you're getting a head start in every single place you have.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

But the truth is, it's not.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

The majority of cost of that business actually lies in acquiring and maintaining their customers, which means, if anything, the route you should really try to get to is network economies, if you have one.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

And the scope of that network defines each market is actually heavily bounded geographically.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

And so every new country, even new city you go into is a complete new business and you have to start from scratch.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

So

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

That's just an example of getting a definitive answer or a confident answer about where core business power looks like gives you a very different place to look on where to transform or where to take it to the next step for your business.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

So I think the jurists know out whether ride sharing and food delivery belongs to the same business.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Maybe they do.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

So the interesting thing here is we can also think about Microsoft as a platform, right?

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

You operate an operating system where on the two sides, you have users and also you have applications.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Now, the interesting concept here is the users of Microsoft's platform has a really high cost of affiliation, right?

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

It's not just on the hardware side.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

You buy a physical machine, but also it's typically an enterprise-wide adoption.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

There's a procurement process attached to it.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

There's the distribution channels that, you know, similar to how the Nintendo one worked.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

And because of that, Microsoft's network scope basically extends to whatever demand my user side would have without incurring more cost on their end.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

They don't have to do another procurement cycle maybe or do not have to buy another hardware for.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

So that naturally extends to basically maybe all of productivity software.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

And that's how you see Microsoft teams create at least a competitive hassle for Slack.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

I think we all have experienced that Slack is a really, really good product, but good products don't always win.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Because when there is competitive advantage from an incumbent, in the case of Microsoft, they basically have a network that can extend into the product Slack is operating in.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

They create issues, you know, competitively.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Yeah, I mean, ventures just help us produce theory.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Yeah.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

There's one point I want to make.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

There's a reason why it's sequenced that way, and it may be obvious, but still worth iterating, which is invention is risky.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

If you have something underneath your existing power umbrella, and that's what Amazon did, they had this distribution logistics.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

They started with...

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

We all know books and then CDs and then electronics, et cetera.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

It's the natural extension that not just leverage, but also intensifies your existing power.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

That's way less risky.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

You know you start somewhere new, but with a headstart compared to anyone that's a competitor.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

But the movement into Amazon Web Services is invention.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

And I loved your guy's story on how there's the four different sources of starting point of Amazon.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

People would love to think it's based on some existing competitive advantage of the business, but it's really not.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

It's invention.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

They figured out a new thing that the market wants.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

But as successful as they are in AWS, they also flopped Fire Phone, if you still remember that.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

They also lost billions and billions on Alexa.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

There's really no track record of a business who can continuously come up with successful invention.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

And that speaks to the riskiness of that, which is why it's only the point number three or number four on the list.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Because if you don't have to go there, don't.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

But if you do have to go there, co-action is the most possible place for success.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Yeah, it actually occurs to me that there might be exactly tied to switching costs.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

There might be another rationale for buying, which is building takes longer than buying and timing matters, particularly for companies with switching costs.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Now, the interesting about switching costs going back to the power itself is it's non-exclusive, right?

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

So your competitors, if they're functional equivalent, can also have switching costs.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Now, if you go down this logic line, it creates the possibility of companies having switching costs but no profits.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

And the way it happens is if a competitor was able to build the same product, roughly the same product, and they fully realize this is the lifetime value of the customer, should I acquire them?

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Then it's rational to invest up to all of those value in the acquisition phase, be it discounting, partner incentives, marketing campaigns, whatever it is.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

It's rational to spend up to all of that lifetime value to try to win that customer.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

And then what you end up with is companies with switching costs but no profits.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Oh, and I will add to that, that it's not a good to have.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

If you understand power umbrella is bigger than what you currently offer and you ignore it, you actually are creating competitive openings for somebody else to take on.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Well, I'll throw something out.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

It's tough because you tend to have survivorship bias.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

You only remember those companies that made it.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Maybe another example is the credit card industry and how it evolved.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

It started basically as branded charge cards for a particular retail store or a gas station, and then turned into Diners Club, which is a card for many restaurants.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

And then very quickly, it turned into Universal Card.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

It's a card for basically everything.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Yeah, Visa's 50% margin is astonishing.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

I was thinking about this this morning, it's fun.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

So I think it's both.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

And the reason why it's both is because you can think of Nintendo as a platform that vertically integrated into the production side.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Basically, all the first-party content is a vertical integration, and that's why they would exhibit economic structure that you would typically find in producers, which is economies of scale.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

But at the same time, the third-party transactions are a nature of network economies.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Now, some question we may have to analyze there is, is this platform really stable?

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Which means, is there a really high cost of being attached to this platform?

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Can you multi-home, et cetera?

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

We have to go into that.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Right, so maybe they're just the one.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

So that's why you would observe economic structure of both scale economies and network economies.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Now there's a deeper question there, which I don't even have an answer to.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Is one of them the cause and the other the effect?

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Or are both of them causes for power?

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

I'll give you an example of intertwined real life, which is we all know Amazon in retail has gigantic scale advantage in the infrastructure, right?

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Just all the warehouse and distribution centers they've built.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

But at the same time, you observe what you will call flywheels on the retail, right?

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

The more buyers, more sellers, and the loop goes on.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

And this is what I call the mixing of reality between cause and effect.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Because without a really strong distribution infrastructure, which gives them the cost advantage and faster delivery and prime and all of those benefits, there really isn't anything that makes their marketplace sticky among either side.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

So the so-called network effect you observe is actually an effect of the power in scale of the infrastructure underneath.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

But you would just observe economic structure of both because platform just kind of mix them all together.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Yeah, it doesn't help when the theory is never done.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

You know, like it's funny, I think David, you mentioned last time we talked about platforms, it doesn't feel completed.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Like the truth is it will never be completed and it's always in the work.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

I think nowadays we got a lot clearer about it than a year ago, but it's always in the make.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

We'll think about something else and it comes back to a platform like, oh, that's the missing piece.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

And realize it's actually vertical integration.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

We were confused about the whole skill for a very long time.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

And now like, oh, that's what's missing.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

And the communication strategy is always a difficult piece as well.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

I bet the two of you spend a lot of time on each company that you do an episode on.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

And it's things like that.

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

And whenever you want to do an example, you're like, is this really true?

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Then you have to go dig it all back and be like, am I just misperceiving what this really is about?

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Interview: Hamilton Helmer & Chenyi Shi on How to Build an AWS-Like Second Business

Thank you.