How one start-up overcame the unique challenges involved in serving the U.S. public sector.
Shield AI’s autonomous combat robots are intended to help protect civilians and service members. As a startup, barely two years past founding, how should Shield AI engage with the legacy bureaucratic institutions that are its customers? How should those partnerships be structured and what are the business incentives?
This episode is a special introduction to Cold Call, another podcast from Harvard Business Review.
Cold Call distills Harvard Business School’s legendary case studies into podcast form, with help from HBS faculty authors and the entrepreneurs and business leaders at the center of the action.
In this episode, host Brian Kenny explores Shield AI’s work with the U.S. government to develop autonomous combat robots. Harvard Business School professor Mitch Weiss and Brandon Tseng, Shield AI’s CGO and co-founder, join Brian to discuss the challenges start-ups face in working with the public sector, and how investing in new ideas can enable entrepreneurs and governments to join forces to solve big problems.
You can listen to Cold Call at or wherever you get your podcasts.
AZEEM AZHAR: Hi listeners. As you know, Exponential View is part of the Harvard Business Review network. And I recently heard another podcast in the network that I thought was especially relevant – and think you will, too. The show is Cold Call, and it distills Harvard Business School’s legendary case studies into podcast form. Each episode analyzes a single case, in which a business leader or entrepreneur must solve a complex business problem. It’s filled with first-hand knowledge from the HBS faculty who research and write each case, as well as the entrepreneurs and business leaders featured in them. And, like Exponential View, you’ll learn how the products and services they’re creating will change the world we live in. The episode I want to share with you is about AI and the public sector. Host Brian Kenny talks with Harvard Business School professor Mitch Weiss and Brandon Tseng, Shield AI’s CGO and co-founder, about how Shield AI works with the US government to develop autonomous combat robots. They’ll discuss the challenges start-ups like Shield AI face in working with the public sector, and how entrepreneurs and governments can join forces to solve big problems. This is a critical issue as AI and supercomputing enter its next age: how do legacy, bureaucratic institutions engage with world changing technology? How is the U.S. government structuring their partnerships? How are the business incentives aligning to foster this next age of technology? It’s a good conversation and I hope you enjoy it. Here it is.
BRIAN KENNY: In the 1983 film WarGames, Matthew Broderick plays a 17-year-old computer whiz who unwittingly hacks into the US Military Defense System and triggers a global nuclear war simulation with a self-learning computer. It’s one of many films that pokes and prods at the perils of military use of artificial intelligence. The theme resonates. A 2017 survey by the Guardian found that 72% of Americans fear that robots will take over our lives. Although the idea of killer robots grabs people’s imagination, the focus of AI in the military is much more about providing robotic assistance on the battlefield, getting robots to do things considered too menial or dangerous for human beings. Technology that protects soldiers in the battlefield seems like a no brainer, but at what price? Today we’ll discuss Shield AI with case author, Mitch Weiss and case protagonist, Brandon Tseng. I’m your host, Brian Kenny, and you’re listening to Cold Call on the HBR Presents Network. Mitch Weiss studies digital transformation and innovation ecosystems. He wrote the book, We the Possibility: Harnessing Public Entrepreneurship to Solve Our Most Urgent Problems, a book about public entrepreneurship. Brandon Tseng is co-founder and Chief Operating Officer of Shield AI. He’s also a Navy seal and Harvard MBA. Thank you both for joining me today. It’s great to have you both here.
MITCH WEISS: Thank you, Brian.
BRANDON TSENG: Thank you. Great to be here, former Navy Seal.
BRIAN KENNY: Well, I figured once a Navy Seal, always in Navy Seal, right? That doesn’t go away.
BRANDON TSENG: It is kind of like that. Yes.
BRIAN KENNY: So listen, we love how having the protagonist on the call, Brandon, because we want to hear firsthand from you who experienced this and who’s living the case to give us your perspective, Mitch, I thought this case was super interesting. It touches on so many important issues and I think the topic of artificial intelligence is one that people hear a lot about. You know I teased it a little bit in that introduction. They probably don’t fully understand it and there’s a lot of uncertainty about what it is and what its intentions are. I think people will really benefit from hearing about what Shield AI is doing. Let me ask you to start, Mitch by just sort of setting the case up a little bit and telling us what your cold call would be when you step into the classroom.
MITCH WEISS: Brandon Tseng and his co-founders are two years past their founding of San Diego-based Shield AI. They built an AI-enabled quad copter that can self-navigate buildings. The flying robot, it turns out can outpace human war fighters in some tests by as many as five minutes. Suggesting it can also save military and civilian lives. Meanwhile, the US President has said, we need advances in AI for defense, the sector of defense and the past sector defense have also said so. They’ve even gone out to Silicon Valley and elsewhere to try to help make that true. And no wonder why, because the President of Russia of Vladimir Putin has also said, “Whoever wins AI will win the world.” And the Chinese President has said, “China must firmly seize the initiative in the race for AI.” So tell me this, the US Department of Defense spends well more than $600 billion a year why aren’t they showing up at Shield AI with dump trucks full of money?
BRIAN KENNY: That’s a good one. That’s a very dramatic opening question. Must get the room going.
MITCH WEISS: It gets the room going, the topic, the case, the protagonist, all of it. Yes.
BRIAN KENNY: You know you and I have had a chance to talk together a lot about the cases you’ve written. And we discussed one a few years ago about Toronto and the smart city, and a lot of the questions about the creepiness factor of AI come up in that case. And here I think some of those same things can surface a little bit. Can you tell us a little bit about what prompted you to write the case and how does this fit with the kinds of things that you think about as a teacher and a scholar?
MITCH WEISS: Well, you mentioned that I spent all my time worrying about whether we can solve big public problems anymore. I have been studying this potential answer, which is yes, we can indeed solve our public problems if we’re more inventive. If we try new things that might only possibly work, but if they did they’d be transformative. And I believe deeply, if we’re going to get there, get towards possibility, get towards possibility government we have to have new ideas. We have to be able to try those new ideas and we have to be able to scale those new ideas. And I believe that a big part of scaling is actually being able to build companies that sell new ideas and new technologies to governments and to invest in those companies. And this was a perfect opportunity with Brandon and Shield AI to try to understand just how our companies are building themselves to sell the government. What are the opportunities they see there? What are the challenges they face and how do they surmount them?
BRIAN KENNY: Awesome. So Brandon, let me turn to you for a second. It’d be great to hear a little bit more about your background beyond the Navy Seal. Tell us a little bit about the sort of journey that you’ve taken to get to this point?
BRANDON TSENG: I’ve always had this fascination with engineering, with technology, but also very similar to Mitch, a strong sense of service. Wanting to solve big problems, wanting to be part of something bigger than myself. I think that’s what attracted me to Mitch’s class. After the Navy, attended HBS and at the same time concurrently founded Shield AI alongside my brother who’s also a serial entrepreneur, also an engineer. It was really this idea of how can we bring leading edge technology, leading edge autonomy and AI capabilities to a customer that needed it very badly and at the same time build a large organization, a large company that could marshal the resources, marshal the teams to make an impact for our customer and for the world.
BRIAN KENNY: So put a finer point on what Shield AI does, can you sort of describe what the product is and how it works?
BRANDON TSENG: Sure. I think the easiest way to think of Shield AI is it is self-driving technology for the US military for aircraft in general. That is at the heart of what we do and if you’ve ever had the chance to ride in a self-driving car, it’s a really magical experience. A lot of engineering, a lot of technology goes into that and when I show people Shield AI’s products it’s a really similar feeling. At the core of it, the computer takes in sensor information and really begins to understand what it is looking at, where it is in the world and making decisions about how to navigate the world and how to solve problems within the world. That’s a very simple analogy to a very complex technology, but it doesn’t operate that much different than human beings do.
BRANDON TSENG: We have sensors our eyes, our ears, our nose, our sense of taste and our brain is our computer that processes all this information. And that is really what is happening in the self-driving technology world with autonomous cars, but also where Shield AI operates at, which is autonomous aircraft.
BRIAN KENNY: And in a very different setting. So, you know people think about autonomous cars and they think about like Tesla, but you guys are operating in a different theater. And the case describes the notion of this being the kind of tool that could enter a building and sweep a building, you know looking I guess for bad guys. And I’m guessing that obviously you’ve got some firsthand experience having been a Navy Seal. Can you just describe for our listeners, what it’s like for a person to do an exercise like that? So they get a sense for why the Shield AI product is so important.
BRANDON TSENG: You know, it was interesting that you started off with this Hollywood example because I think a lot of people when they think about the US military think about these Hollywood examples. And then you can go to you name it, the action movie where you have the protagonist clearing a building and shooting a gun in very close combat situations. And there being no sense of fear within the protagonist. I will just tell you personally, there is nothing more terrifying than going inside a building and clearing it when you know there are real bullets flying at both ends of the spectrum from the protagonist or the antagonists. It is why we decided to tackle that problem first, because it is such a meaningful problem. The stakes are incredibly high and it was something that I was familiar with in terms of being able to articulate that problem very succinctly to our team of engineers. I was, Shield AI’s first product manager to help them be able to understand and empathize with the customer.
BRIAN KENNY: Certainly seems like the kind of product that people could get behind. Mitch, I want to turn back to you for a second as we think about artificial intelligence in the broader picture of things, what does that landscape look like? Where is the United States and the race, I guess for supremacy on artificial intelligence?
MITCH WEISS: Perilous. There was a National Security Council on AI Commission co-chaired by Eric Schmidt led by many other capable Americans, which concluded last March that the US government is not prepared to defend the United States in the coming artificial intelligence era. That’s a quote. And further, they went on to say that China possesses the might, the talent and the ambition to surpass the US as the world’s leader in the next decade if current trends do not change. Their conclusion, at least is that we must change if we’re not to fall behind with these technologies. And if we don’t, the consequences could be devastating. There are things that we could do to change. They involve recruiting and training new talent. They involve investing in these technologies. They involve showing that there’s a model for this use in the democratic society and democratic ways of using it. So there are things we can do to accelerate and improve our situation, but I would describe it as perilous at the moment.
BRIAN KENNY: Does the US have its own sort of R&D maybe if we focus maybe on the Department of Defense, do they have their own internal R&D resources that are looking at this? You know, is it necessary for them to go outside and look at companies like Shield AI to help what they’re doing?
MITCH WEISS: Well, absolutely. We have some of the most brilliant people on the planet working for the Department of Defense inside DARPA, inside the various armed forces, under many commands, but the scale of the investment by our adversaries and the pace at which they are doing so suggests that we are going to need help inside our government and outside our government if we’re going to solve this problem.
BRANDON TSENG: If I could actually just build on some of what Mitch was talking about, paralysis is a good description of kind of the state of things. I want to empathize with the customer here, with the government here. It’s a hard problem. It’s hard to navigate a large bureaucracy and I am thankful that there are people in the government that are willing to take on those challenges, because oftentimes I know this personally, it can be very frustrating for them, but I can’t understate how important it is that they work within government, work with industry, work with academia to solve these problems because they’re not going to get solved unless people actually take the steps to start solving them.
BRIAN KENNY: So, Brandon how do you even begin to get at that issue? How did you and your team figure out who to talk to and who to bring your pitch to?
BRANDON TSENG: Trial on error, hard work, grinding, talking to a number of different people. Our entrepreneurial journey is that different than many of the entrepreneurial journeys that so many companies and so many successful companies go on. Which is great because it gives me hope that there will be other companies that can work with government to solve these problems. Because I’ll just say the government tackles some of the largest problems in the world. Shield AI is not going to be the only company in the world to solve those problems. They need all the help, all the partnership that they can get from industry to tackle these problems.
BRIAN KENNY: Mitch, I remember we talked about your book on a previous episode. I think you gave some great examples of public sector enterprises that are really trying to find ways to partner with private industry and be creative about how they do it. In this case talks about, I think something similar in the DIU. Can you maybe describe what that is and kind of the role that they play in the case.
MITCH WEISS: The DIU was founded under then Secretary of Defense, Ash Carter. It was in effort to try to bridge some of the distance, maybe that existed between the Pentagon and startup world. It was meant to bridge that both personally by placing people in places like Silicon Valley and Boston and elsewhere. It was meant to help people like Brandon and other startup founders navigate inside the various programs, inside the DoD, find money where it might exist. It was meant to, and did help deploy creative procurement mechanisms so that companies could get to revenue earlier and then use that revenue to raise private venture capital.
BRIAN KENNY: The DoD is enormous too. I mean, the case top about the sort of size and scope of it. Brandon, can you talk a little bit about all the different groups that you need to be in touch with to sell a product like what Shield AI has?
BRANDON TSENG: You’re absolutely right, the DoD is enormous. There is a question of where do you start? At the beginning, it was for us, again, not so much different than any entrepreneurial journey is identify a champion organization, a champion individual that is going to champion your product, help build a bigger picture for their organization in the sense the Defense Department, and then lean in and work with them to move things forward. That was where we were in 2015, 2016, and it was DIU, they were this champion of ours that was able to get us our first contract. From there we were able to build and show the department the value that Shield AI could create and provide. And one of the things I think is really exciting about where the government industry is and why business to government, B2G is such a exciting space right now is never before… It was probably a pretty bold statement, but I would make it, never before has the government been so interested in working with small companies, small startups that are bringing technology solutions to the table. They are trying to figure out ways to work with them, ways that they can help solve their problems. And what that has done is you’ve seen a massive amount of investment into the space. Whether that’s with Shield AI or other venture-backed companies, but that has really only taken place over the past six years.
BRIAN KENNY: What do you think is driving that?
BRANDON TSENG: I do believe Shield AI has been a trailblazer in some sense, there’ve been in a handful of other companies. I think if I had to point to some of the originals trailblazers, SpaceX, Palantir were trailblazers as well. I think the government and their admission that they need to change, they need to find ways to work with companies that want to scale technology companies rather than doing business the same way that they’ve all always done. They’ve made policy changes to enable faster contracting, faster resourcing. And so it’s a combination of all those things that has made this space so exciting.
BRIAN KENNY: And Mitch, you mentioned earlier that we’re in a race with China among others to excel on this area. I would imagine this process unfolds quite differently in a state controlled place like China, are they looking to private industry in that country to try and augment what they’re doing or do they basically control all the levers?
MITCH WEISS: Separation between private and public there is of course different as we would understand it here. I will say for example, SenseTime, which is probably still is one of the world’s largest AI-based companies based in China is almost certainly an engine for the Chinese surveillance state. I think we can safely assume they leverage every tool they have.
BRIAN KENNY: And money is probably not as much of a factor as it is and this is one of the central themes in the case is that the Shield AI product is not inexpensive. It’s a $60 million investment. How does that break down, Brandon? Is that for one unit or is that for-
BRANDON TSENG: No. So that was for a research contract. That wasn’t the price of the AI that was to develop a capability for the US Department of Defense. When we think about strategic capabilities and the cost of strategic capabilities, aircraft carriers, nuclear submarines, stealth bombers, stealth fighter jets, AI and autonomy. And then if you were to compare and contrast the level of resourcing that goes into an aircraft carrier or a fighter jet or a submarine, and see how the DoD is resourcing and getting behind the AI, there’s a mismatch in terms of, Hey, this is a strategic capability versus the level of resourcing and funding that’s going into it. And that’s one of the fundamental challenges. We’re starting to see it shift, but it’s hard because the DoD has to reprioritize how they spend their money across these legacy programs.
BRIAN KENNY: Yeah. Another challenge, obviously that entrepreneurs face is finding people who believe enough to invest in what they’re doing. And Mitch, this might be for you, whether it’s more difficult for an entrepreneur who has a product that they’re essentially building and selling for the government, is it harder to get private investors to support that kind of effort?
MITCH WEISS: It was harder, right? So at this case now is I wrote this a few years ago and Brandon will call these meetings personally, but he had to go try to raise money. And literally dozens of investors said, “Oh, please just do this with energy companies, or, oh, please just do this for consumers it’d be so much more investible.” And it was quite hard to raise venture capital for gov tech generally or defense tech several years ago. It’s getting easier. I wouldn’t say it’s easy, it never is. But certainly in gov tech, broadly, defense tech, the money is coming out much more substantially than it used to. There are many more investors who are focused in areas than there used to be. Brandon can certainly tell you how that’s worked out for them. It was difficult, it’s getting easier and I think there’s work to be done to make it even easier yet, but we’re seeing an evolution in the space for sure.
BRANDON TSENG: First, like Mitch said, raising money is always hard for any entrepreneur, but I’ll say back in 2015 for us, we were unsuccessful in raising money right before I start at business school, went up to 30 investors, 30 different funds. 100% said, no. In 2016, we were able to change that narrative and get a couple yeses. And then to Mitch’s point, we’ve seen a number of investors start to look at this space and see that it is going through disruption. It is transforming. The government is transforming as a buyer. You brought up a Tesla analogy earlier around self-driving cars. A lot of people thought the automotive industry wasn’t going to get disrupted or transformed. We all have seen what Tesla has done. A lot of people probably still don’t believe that the defense industry can get disrupted or transformed. You know, I think more and more people are saying, you know what? It is possible for industry transformation to happen in these legacy industries that for a long time, people thought couldn’t be touched.
MITCH WEISS: I should say, I suspect at this point there are some of those investors who said no, in 2015, who have watched what Shield AI has accomplished and looked at their latest rounds and valuations and regretted those decisions back in 2015.
BRIAN KENNY: Yeah. Brandon, was there ever a point at which you thought this is just isn’t going to work. This is too big of a thing for me to tackle. Did you ever feel like throwing the towel in?
BRANDON TSENG: No, I’m stubborn. I’m relentless. I’ll just say being a Seal I don’t believe in throwing in the towel. You find ways to solve problems and I can empathize with every entrepreneur out there. It’s extremely challenging, you get the stress, the anxiety, are very large. But the way that we think about it is focus on the problem one step at a time, continue moving forward. If you really get down to the first principles, normally you can find a way to solve that problem. And the day gets brighter when you do that.
BRIAN KENNY: So, Mitch, let me ask you if there’s one thing that you want our listeners to take away from this case, what would it be?
MITCH WEISS: The one thing is that you can sell new products and services to government. So my big belief coming out of this case is that government selling is government buying. And if you want to do selling to government, your task is to try to understand how government buys. In the case Brandon’s brother says, “Look, we just have to figure out the building blocks of how government buys, and then we can make this work.” And the thing I want people to remember reading the case, sitting on the sessions, even listening today is there’s just three basic building blocks. All governments undertake some process to ascertain their need. All governments undertake some process to understand how many resources they have, where they might get them and what they might spend them on. And all governments undertake some process to ultimately decide from whom to buy, what to buy, how to deploy it in the field. If you can understand how your government is ascertaining need, what decisions they make about resources and how it is they decide to do acquisition deployment you can sell the government too.
BRIAN KENNY: Do you think that based on what Brandon has been able to do with Shield AI and the discussion that we’ve had today that looks like government is trying to find ways to get better at this, with the DIU and other things like that. Do you think that this puts us in a better competitive stance in terms of this race for AI and the challenge that US faces in the global landscape?
MITCH WEISS: We’re better off for agencies like the DIU and efforts like that. We’re better off for startups like Shield AI showing how you can sell into government. We’re not where we need to be yet. We need to get to be better buyers and better sellers, all of us together. Then ultimately I do think we can do a brand inside which is combined that instinct for entrepreneurship and public service and solve big problems anymore.
BRIAN KENNY: So Brandon, let me ask you this, with the benefit of hindsight you’ve been on this journey for a while. Are there things that you would do differently if you had to do it all over again?
BRANDON TSENG: That’s a fantastic question. I’ll start by saying you make so many mistakes so hindsight is 20/20. But if I could really just point to one thing that I think would’ve made the biggest difference, the biggest impact when you’re an entrepreneur, you are an early stage startup there are so many things going on. You’re down in the weeds, you’re fighting fires, picking your head up, taking a strategic view around the market, around what you’re doing and taking that tactical pause and focusing on the strategy will pay massive dividends down the road.
BRIAN KENNY: Mitch Weiss, Brandon Tseng, thank you so much for joining me on Cold Call to talk about the Shield AI case. I’ve really enjoyed having you.
MITCH WEISS: Thank you.
BRANDON TSENG: Thank you, Brian.
BRIAN KENNY: We’re excited to be celebrating the 100-year anniversary of the Case Method at Harvard Business School. It’s a yearlong celebration alongside our new academic year. If you want more on the history of the case method, visit our website, Cold Call is a great way to get a taste of the case method after all each episode features a business case and its faculty author. You might also like our other podcasts After Hours, Climate Rising, Skydeck and Managing the Future of Work. Find them on Apple Podcasts or wherever you listen. Thanks again for joining us. I’m your host, Brian Kenny, and you’ve been listening to Cold Call, an official podcast of Harvard Business School brought to you by the HBR Presents Network.
AZEEM AZHAR: I hope you enjoyed that conversation. That was an episode of Cold Call – another podcast from Harvard Business Review. To hear more episodes, search for “HBR Cold Call” in Apple Podcasts, Spotify, or wherever you get your podcasts, or tap the link in your show notes. You’ll find many more episodes about the technology companies that are shaping the world. If you want to learn more, I also write a popular newsletter, Exponential View. To become a member with 20% off your annual subscription price, go to Special thanks to Brian Kenny, Robin Passias, and Craig McDonald. This podcast is a production of E to the Pi i Plus One, Limited. Thank you for listening.


Lascia un commento

Il tuo indirizzo email non sarà pubblicato. I campi obbligatori sono contrassegnati *