What Can A Startup Do in 5 days? Watch this

With a terrific crew of instructors, TA’s, and mentors, we successfully concluded Session 1 of our Hacking 4 Recovery summer series – with 20 teams sharing their final presentations last night. Slides for these presentations are in this folder, and we will be editing and sharing videos of each presentation shortly.

 

  • Alivia – Telemedicine service bringing healthcare to middle income people in Peru
  • AllAboard – Remote onboarding services to help organizations establish a sense of belonging
  • AntiCovidAI – Mobile app for testing COVID-19
  • BBOM Preschool – Teaching social and emotional learning (SEL) to preschoolers
  • Collegiate Cost Busters – Delivering innovation to make college education more affordable to all
  • COVered – Crowdsourcing app to monitor risk for visiting public spaces
  • CoworkingSpace – Redefining coworking spaces in the post-pandemic world
  • Cratiso – Sourcing diverse patients for clinical trials
  • Florence Health – Telemedicine app to prevent hospitalization of congestive heart failure patients
  • HomeDoc – Central hub for connecting telemedicine platforms for nursing homes
  • Mango Lango – Mobile app that allows small businesses to reopen safely
  • MatchBook – Hiring platform structured similarly to dating apps
  • MemLove – Helping people grieve for lost loved ones
  • MUSTA – Telemedicine platform for patients in the Philippines
  • Remote Daily – Simplified employee feedback for small businesses
  • Resilience Gym – Online education and virtual reality to enhance mental health
  • Safe.ly – Mobile app for making reservations to visit your local stores safely
  • Sani-Team – Consulting service to help local restaurants reopen safely
  • Screen360.tv – Cross-cultural education platform using international films
  • Voyage – Global travel advisory platform for pandemic information

 

Rising out of the Crisis: Where to Find New Markets and Customers

The pandemic has upended the business models of most startups and existing companies. As the economy reopens companies are finding that customers may have disappeared or that their spending behavior has changed. Suppliers are going out of business or requiring cash-up-front terms. Accounts receivables are stretching way out. Revenue models and forecasts are no longer valid.

In sum, whatever business model you had at the beginning of the year may be obsolete.

While there’s agreement that companies need to adapt to changing markets, rapidly find new markets, new customers and new revenue models, the question is how? What tools and methods can a C-suite team use to do so?

While the Lean Startup was built with Business Model Canvas, Customer Development and Agile Engineering, there’s an additional tool — the Market Opportunity Navigator — that can help entrepreneurs discover new opportunities.

Here’s how.

Companies have rapidly responded to Pandemic Needs
When COVID-19 first emerged established companies rapidly pivoted. Some focused on remote work, others offered new ways to learn online. Swiss smart flooring startup Technis now helps supermarkets regulate the flow of shoppers. Large companies like GM, Ford and Rolls-Royce began to produce ventilators. Companies in cosmetics and perfume production pivoted their production lines as well. With ethanol and glycerin on hand and equipment required to fill bottles, French luxury giant LVMH has started to produce sanitizer – just like gin and whiskey distilleries across the US and UK have done.

Although the large firms made the headlines, startups also pivoted. For instance, Italian additive manufacturing startup Isinnova used its 3D-printing equipment to produce a crucial valve for oxygen masks. New York-based startup Katena Oncology discovered that a cancer detection tool under development could be adapted to test for coronavirus..

Capture opportunities by building on or repurposing your start-up’s abilities
In these examples CEOs instinctually figured out, 1)  their core , and 2)  market needs where their competencies/abilities could be used.

Rather than running on instinct, the Market Opportunity Navigator can help CEOs figure out their next moves in this confusing recovery. It can provide a big-picture perspective to find different potential markets for your company’s competencies/abilities. This is the first step before you zoom in and design the business model, engage in focused customer development or test your minimal viable products.

Take the example of Abionic, a nanotech startup.

Abionic: pivoting a sepsis test to fight COVID-19
Abionic’s tests can detect allergies, cardiovascular diseases, sepsis and other diseases in 5 minutes. As the pandemic hit, the company’s leaders wondered how their tests could be used in the fight against COVID-19. Using the Market Opportunity Navigator, Abionic realized that their test could diagnose sepsis up to 72 hours before a septic shock would occur in COVID-19 patients.

One of the worksheets below from the Market Opportunity Navigator provides a systematic view of Abionic’s market discovery process: The upper part of the worksheet shows Abionic’s technological assets and the lower part shows how these abilities can be used different market opportunities.

You can download the Market Opportunity Navigator and its free worksheets here.

By looking at their technological abilities, especially in the early detection of sepsis, and clinical data showing that septic shock is one of the key complications of a coronavirus infection, Abionic identified a new market opportunity to help patients suffering from COVID-19. Their CEO Nicolas Durand explains: “If doctors are able to diagnose sepsis up to 72 hours before a septic shock would occur in COVID-19 patients they can prescribe an antibiotic therapy much earlier, thereby potentially saving the lives of millions. In order to test this application of our technology, we deployed our machines at the Hospital at the University of Geneva and see promising results!”

Beyond medical needs: Discovering new opportunities with the Market Opportunity Navigator
Abionic and other companies were able to act fast, as they already possessed technological abilities that, with limited adjustments, could be pivoted or repurposed to the newly identified COVID-19 opportunities.

Yet, because the crisis and recovery will create a “new normal,” additional opportunities will emerge that wait to be discovered by startups and existing companies. Think about looking beyond the immediate opportunities of existing customers and markets, and take a mid- to long-term view on how you can proactively identify new and emerging market opportunities. The three worksheets of the Market Opportunity Navigator help you to:

  1. Identify new market opportunities stemming from your technology or abilities
  2. Reveal the most attractive domain(s) by evaluating the potential and challenges of each option
  3. Prioritize market opportunities smartly to set the boundaries for your lean experimentations

Lessons Learned

  • The COVID-19 crisis and recovery creates fundamental shifts in our economies and societies, and a “new normal” is emerging
  • Winners in this new normal will be able to quickly understand
    • what are their company’s core competencies/abilities, and
    • the new market needs where their competencies/abilities could be used
  • The Market Opportunity Navigator is a framework for this identification process
    • Worksheets and supporting material can be downloaded at wheretoplay.co

How to Convince Investors You’re the Future not the Past

This article previously appeared in VentureBeat.

I just had a coffee with Mei and Bill, two passionate students who are on fire about their new startup idea. It’s past the “napkin-sketch” stage with a rough minimum viable product and about 100 users.

I thought they had a great insight about an application space others had previously tried to crack.

But they needed to convince investors that they are Facebook not Friendster.

Here’s what I suggested they do:


Mei and Bill are building a better version of an on-demand help service like TaskRabbit. And “better” didn’t do it justice. They have a unique insight about the nature of interactions between customers and service providers I’ve never heard before. If they are correct, they’ve found a unique combination of customers and value proposition that made these customers want to immediately pay and repeatably engage. The early indication from their minimum viable product is that they found early signs of product/market fit. Even more interesting, their product might have a much higher initial order size and much greater lifetime value than existing on-demand help services.

All good. So what was the problem?

Their immediate problem was that investors, even seed investors, were convinced that the market segment Mei and Bill wanted to enter was littered by failures. And as soon as they described the space, investors rolled their eyes and passed.

Creative Destruction Meets Risk Capital
Like all entrepreneurs with an idea burning bright, Mei and Bill thought they were the first to invent water, air and fire.

When you’re young you believe that the world sprang into existence yesterday (or at least when you started college) and anything older than three years ago is ancient history. Ignorance of the past and disdain of the status quo are part of how innovation happens. As companies get larger and individuals get older, most get trapped in dogma and aversion to risk. Meanwhile cultural taste, technology and platforms evolve, and new things are possible that might not have been just years ago. The cycle of creative destruction of the old being replaced by the new continues, fueled by angel and venture capital.

And therein lies the catch – investors have longer memories of failures than new entrepreneurs. When you’re describing the future, most of them are remembering the past.

To See the Future Understand the Past
So Mei and Bill were facing two problems. The first was obvious; they needed to know how investors viewed their space. Second, they needed to know how to make it clear that the world had changed and that they had figured out how to solve the problems that cratered previous entrants. To do so they needed to learn six things:

  1. What companies in their space came before them?
  2. Why did those fail?
  3. Which investors got burned?
  4. How has the market/technology/customers evolved since then?
  5. What’s Mei and Bill’s unique insight that makes their startup different?
  6. Who else is playing in their space or adjacent markets? And how could they make that a strength, not a weakness?

What companies in their market came before them? And why did those fail? Which investors got burned?
Mei and Bill needed to understand the past so they could fund the future. I suggested they do some research by reading founders’ and investors’ public post-mortems of what went wrong. CBInsights has a collection of 300+ startup failure post-mortems, and Crunchbase has a startup failure database. Both of these are required reading. And others exist.

Finding these lists is just the beginning. Since Mei and Bill were networking, there would be a lot to learn if they talked to the founders of startups that built products similar to theirs, but didn’t make it. I pointed out you can get these meetings if you tell them what you’re trying to build and let them know you’d like to get smarter from them. You’d be surprised how many founders will agree to chat. (At least those who’ve recovered.) Ask them, “What did they wish they knew when they started? What did they learn? What would they do differently?” And most importantly, “Did your investors understand the space? Did they help trying to find scale? Would you take money from them again?”

Out of those same lists (CBInsights, Crunchbase, etc.) keep a list of the investors who lost money on those deals. Not to avoid them, but to call on them when you’ve learned why you won’t make the same mistakes or have a better insight. Getting introduced as a team who solved a problem that they’re familiar with may not get you funded, but if you pique their interest you will get a post-doc of the market and space as it existed. Your job is to process that information and understand what’s changed/what you will do differently to not fall victim to the same fate.

How has the market/technology/customers evolved? What’s your unique insight? Who else is playing in their space or adjacent markets?
Once you have a grasp of the past you can realize it’s just a preamble to the present.

Put together a single slide that graphically shows the evolution of the space you’re in. You’re trying to show what’s changed to make your startup economically viable today. What’s changed? Platform changes (web to mobile), faster technology (3G to 4G to 5G), commoditization of tech (Cloud). Has consumer behavior changed? Emergence of the sharing economy (Uber, Airbnb), brands no longer important (Dollar Shave Club)?  All these examples ought to point out that the world (technology and market) is a different place now – and the opportunity is even bigger.

Finally, given what you’ve learned about the past, what’s your insight about the future? What do all these changes mean? What are the core hypotheses of why this is a potentially huge business going forward?

Understanding how the space has evolved, gets you from past to present. Understanding competitors and adjacent players allows you to map today to tomorrow.

When I asked Mei and Bill if they could draw the direct competitors and adjacent players, they pulled out a trusty X-Y competitive analysis chart which made me want to shoot every management consulting firm that ever existed. The chart not only didn’t say anything useful, it gave Mei and Bill false comfort that they actually understood anything about the space around them.

Instead I suggested they start with a Petal Diagram. Rather than focus on just two dimensions of competition, this allows you to show all the adjacent market segments like leaves in a petal.

You label each leaf with the names of the market spaces and the names of the companies that are representative players in these adjacent markets. You use this chart to articulate your first hypotheses of what customers segments you’re targeting.

Then follow up the Petal Diagram with another slide that says, here’s our unique insight that’s been validated by customer discovery. And why now is the time to seize the opportunity.

If you’re talking to the right investors, this approach can generate a high-bandwidth conversation because you’ve given them an opportunity to critique your analysis of failure, risk, insight and opportunity.

It was a lot of information for a coffee and I thought I may have overwhelmed Mei and Bill with a fire hose of opinions. But the next day I got an email that said, “We’re on it. We have the first two interviews with ex-founders in our space scheduled.”

Lessons Learned

  • If you’re in a market that previously ate up lots of investor dollars, remember:
    • Investors have longer memories of failures than new entrepreneurs
    • When you’re describing the future, most of them are remembering the past
  • Remove those obstacles by educating yourself and investors about why the time is now
  • Carpe diem – Seize the day

Why Companies and Government Do “Innovation Theater” Instead of Actual Innovation

This article previously appeared in the Harvard Business Review.

The type of disruption most companies and government agencies are facing is a once-in-every-few-centuries event. Disruption today is more than just changes in technology, or channel, or competitors – it’s all of them, all at once. And these forces are completely reshaping both commerce and defense.

Today, as large organizations are facing continuous disruption, they’ve recognized that their existing strategy and organizational structures aren’t nimble enough to access and mobilize the innovative talent and technology they need to meet these challenges. These organizations know they need to change but often the result has been a form of organizational Whack-A-Mole– a futile attempt at trying to swat every problem as they pop-up without understanding their root cause.

Ultimately, companies and government agencies need to stop doing this or they will fail.

We can build a mindset, culture and process to fix this – what I call an Innovation Doctrine. But first we need to step back and recognize one of the problems.


I just spent a few days with a large organization with a great history, who like most of their peers is dealing with new and rapidly evolving external threats. However, their biggest obstacle is internal. What had previously been a strength – their great management processes – now holds back their ability to respond to new challenges.

Companies Run on Process
Once upon a time every great organization was a scrappy startup willing to take risks – new ideas, new methods, new customers, targets, and mission. If they were a commercial company, they figured out product/market fit; or if a government organization, it focused on solution/mission fit. Over time as these organizations got large, they built process. By process I mean all the tools that allow companies and government to scale repeatable execution. HR processes, legal processes, financial processes, acquisition and contracting processes, security processes, product development and management processes, and types of organizational forms etc. All of these are great strategies and tools that business schools build, and consulting firms help implement.

Process is great when you live in a world where both the problem and solution are known. Process helps ensure that you can deliver solutions that scale without breaking other parts of the organization.

These processes reduce risk to an overall organization, but each layer of process reduces the ability to be agile and lean and – most importantly – responsive to new opportunities and threats.

Process Versus Product
As companies and government agencies get larger, they start to value the importance of “process” over the “product.” And by product, I mean the creation of new hardware, services, software, tools, operations, tradecraft, etc.  People who manage processes are not the same people as those who create product. Product people are often messy, hate paperwork and prefer to spend their time creating stuff rather than documenting it. Over time as organizations grow, they become risk averse. The process people dominate management, and the product people end up reporting to them.

If the company is large enough it will become a “rent-seeker” and look to the government and regulators as their first line of defense against innovative competition. They’ll use government regulation and lawsuits to keep out new entrants with more innovative business models.

The result of monopolist behavior is that innovation in that sector dies – until technology/consumer behavior passes them by.    By then the company has lost the ability to compete as an innovator.

In government agencies process versus product has gone further. Many agencies outsource product development to private contractors, leaving the government with mostly process people – who write requirements, and oversee acquisition, program management, and contracts.

However, when the government is faced with new adversaries, new threats, or new problems, both the internal process people as well as the external contractors are loath to obsolete their own systems and develop radically new solutions. For the contractors, anything new offers the real risk of losing a lucrative existing stream of revenue. For the process people, the status quo is a known and comfortable space and failure and risk-taking is considered career retarding. Metrics are used to manage process rather than creation of new capabilities, outcomes and speed to deployment. And if the contract and contractor are large enough, they put their thumb on the scale and use the political process and lobbying to maintain the status quo.

The result is that legacy systems live on as an albatross and an impediment to making the country safer and more secure.

Organizational and Innovation Theater
A competitive environment should drive a company/government agency into new forms of organization that can rapidly respond to these new threats. Instead, most organizations look to create even more process. This typically plays out in three ways:

  1. Often the first plan from leadership for innovation is hiring management consultants who bring out their 20th-century playbook. The consultants reorganize the company (surprise!), often from a functional organization into a matrixed organization. The result is organizational theater. The reorg keeps everyone busy for a year, perhaps provides new focus on new regions or targets, but in the end is an inadequate response to the need for rapid innovation for product.
  2. At the same time, companies and government agencies typically adopt innovation activities (hackathons, design thinking classes, innovation workshops, et al.) that result in innovation theater. While these activities shape, and build culture, but they don’t win wars, and they rarely deliver shippable/deployable product.
  3. Finally, companies and government agencies have realized that the processes and metrics they put in place to optimize execution (Procurement, Personnel, Security, Legal, etc.) are obstacles for innovation. Efforts to reform and recast these are well meaning, but without an overall innovation strategy it’s like building sandcastles on the beach. The result is process theater.

For most large organizations these reorgs, activities and reforms don’t increase revenue, profit or market share for companies, nor does it keep our government agencies ahead of our adversaries. One can generously describe them as innovation dead ends.

Between a Rock and A Hard Place
Today, companies and government agencies are not able to access and mobilize the innovative talent and technology they need to meet these challenges. The very processes that made them successful impede them.

Organizational redesign, innovation activities, and process reform need to be part of an overall plan.

In sum, large organizations lack shared beliefs, validated principles, tactics, techniques, procedures, organization, budget, etc. to explain how and where innovation will be applied and its relationship to the rapid delivery of new product.

We can build a mindset, culture and process to fix this.

More in future posts about Innovation Doctrine.

Lessons Learned

  • As companies and agencies get larger, they start to value the importance of process over the “content.”
  • When disruption happens, no process or process manager in the world is going to save your company/or government agency
    • It’s going to take those “product” creators
    • But they have no organization, authority, budget or resources
  • We can build a mindset, culture and process to fix this.
    • A shared set of beliefs and principles of how and where innovation will be used and rapidly delivered
  • Innovation Doctrine

AgileFall – When Waterfall Sneaks Back Into Agile


This article previously appeared in the Harvard Business Review

AgileFall is an ironic term for program management where you try to be agile and lean, but you keep using waterfall development techniques. It often produces a result that’s like combining a floor wax and dessert topping.

I just sat through my a project management meeting where I saw AgileFall happen first-hand. The good news is that a few tweaks in process got us back on track.


I just spent half a day with Henrich, the head of product of a Fortune 10 company. We’re helping them convert one of the critical product lines inside an existing division from a traditional waterfall project management process into Lean.

Henrich is smart, innovative and motivated. His company is facing disruption from new competitors. He realized that traditional Waterfall development wasn’t appropriate when the problem and solution had many unknowns.a

This product line has 15 project managers overseeing 60 projects. Over the last few months we’ve helped him inject the basic tenets of Lean into these projects. All are Horizon 1 or 2 projects – creating new features for existing products targeting existing customers or repurposing existing products, tools, or techniques to new customers. Teams are now creating minimum viable products (MVPs), getting out of the building to actually talk with users and stakeholders, and have permission to pivot, etc.  All good Lean basics.

AgileFall in Real Life
But in our latest meeting I realized Heinrich was still managing his project managers using a Waterfall process. Teams only checked in – wait for it – every three months in a formal schedule review. I listened as Henrich mentioned that the teams complained about the volume of  paperwork he makes them fill out for these quarterly reviews. And he was unhappy with the quality of the reports because he felt most teams wrote the reports the night before the review. How, he asked, could he get even more measures of performance and timely reporting from the project managers?

At first glance I thought, what could be bad about more data? Isn’t that what we want – evidence-based decisions? I was about to get sucked down the seductive path of suggesting even more measures of effectiveness when I realized Henrich still had a process where success was measured by reports, not outcomes. It was the same reporting process used to measure projects that used linear, step-by-step Waterfall.

(To be fair to Henrich, his product team is a Lean island in a company where Waterfall still dominates. While his groups has changed the mindset and cadence of the organization, the folks he reports up to don’t yet get Agile/Lean learning and outcomes. They just want to see the paperwork.)

In both managing down and up we needed a very different project management mindset.

Lean Project Management Philosophy
So our discussion was fun. As the conversation progressed, we agreed about the ways to manage projects using a few operating principles of Lean/Agile project management (without ever mentioning the words Lean or Agile.)

  1. It was the individuals who were creating the value (finding solution/mission ft) not the processes and reports
  2. However, the process and reports were still essential to management above him.
  3. Having the teams build incremental and iterative MVPs was more important than obsessing about early documentation/reporting
  4. Allow teams to pivot to what they learned in customer discovery rather than blindly follow a plan they sold you on day one
  5. Progress to outcomes (solution/mission ft) is non-linear and not all teams progress at the same rate

Pivoting the Process
With not too much convincing, Henrich agreed that rather than quarterly reviews, the leadership team would to talk to 4-5 project managers every week, looking at 16-20 projects. This meant the interaction cycle – while still long – would go from the current three months to at least once a month.

More importantly we decided that he would focus these conversations on outcomes rather than reports. There would be more verbal communication and a lot less paper. The reviews would be about frequent delivery, incremental development and how leadership could remove obstacles. And Henrich’s team would continue to share progress reporting across the teams so they could learn from each other.

In sum, the radical idea for Henrich was tha this role was not to push the paperwork down. It was to push an outcome orientation down, and then translate its progress back up the chain. While this was great for the teams, it put the onus on Henrich to report progress back up to his leadership in a way they wanted to see it.

I knew the lightbulb had fully gone on when near the end of the meeting Henrich asked his team, “Going forward, who are the right team members to manage a Lean process versus a Waterfall?” And I smiled when they concluded that Lean could be managed by fewer people who could operate in a chaotic learning environment, versus a process-driven, execution one.

I can’t wait for the next meeting.

Lessons Learned

  • AgileFall is a seductive trap – using some Lean processes but retaining the onerous parts of Waterfall
  • The goal of leadership in Lean product management is not to push the paperwork down. It’s to push an outcome orientation down and translate its progress back up the chain

Hacking for Defense @ Stanford 2019

We just finished our 4th annual Hacking for Defense class at Stanford. At the end of each class we have each team give a Lessons Learned presentation. Unlike traditional demo days or Shark Tanks which are “here’s how smart I am, please give me money,” a Lessons Learned presentation tells a story of a journey of hard-won learning and discovery. For all the teams it’s a roller coaster narrative of what happens when you discover that everything you thought you knew was wrong and how they eventually got it right.

Watching each of the teams present I was left with wonder and awe about what they accomplished in 10 weeks.

  • The eight teams spoke to over 820 beneficiaries, stakeholders, requirements writers, program managers, warfighters, legal, security, customers, etc.
  • By the end the class all of the teams realized that the problem as given by the sponsor had morphed into something bigger, deeper and much more interesting.

Our keynote speaker was Palmer Luckey, founder of Oculus and the designer of the Oculus Rift. He’s now the CEO/founder of the AI-focussed defense contractor Anduril Industries.

If you can’t see the video of Palmer Luckey click here

Presentation Format
Each of the eight teams presented a 2-minute video to provide context about their problem.

Followed by an 8-minute slide presentation follow their customer discovery journey over the 10-weeks. All the teams used the Mission Model Canvas, Customer Development and Agile Engineering to build Minimal Viable Products, but all of their journeys were unique.

All the presentations are worth a watch.

Team: Panacea

If you can’t see the Panacea 2-minute video click here

If you can’t see the video of the Panacea team presenting click here

If you can’t see the Panacea slides click here

Mission-Driven Entrepreneurship
This class is part of a bigger idea – Mission-Driven Entrepreneurship. Instead of students or faculty coming in with their own ideas — we now have them working on societal problems, whether they’re problems for the State Department or the Department of Defense, or non-profits/NGOs, or for the City of Oakland or for energy or the environment, or for anything they’re passionate about. And the trick is we use the same Lean LaunchPad / I-Corps curriculum — and kept the same class structure – experiential, hands-on, driven this time by a mission-model not a business model.

Mission-driven entrepreneurship is the answer to students who say, “I want to give back. I want to make my community, country or world a better place, while solving some of the toughest problems.”

Team: Learn2Win

If you can’t see the Learn2Win 2-minute video click here

If you can’t see the video of the Leanr2Win team presenting click here

If you can’t see the Leanr2Win slides click here

It Started with an Idea
Hacking for Defense has its origins in the Lean LaunchPad class I first taught at Stanford in 2011. I observed that teaching case studies and/or how to write a business plan as a capstone entrepreneurship class didn’t match the hands-on chaos of a startup. And that there was no entrepreneurship class that combined experiential learning with the Lean methodology. Our goal was to teach both theory and practice.

The same year we started the class, it was adopted by the National Science Foundation to train Principal Investigators who wanted to get a federal grant for commercializing their science (an SBIR grant.) The NSF observed, “The class is the scientific method for entrepreneurship. Scientists understand hypothesis testing” and relabeled the class as the NSF I-Corps (Innovation Corps). The class is now taught in 9 regional locations supporting 98 universities and has trained over 1500 science teams. It was adopted by the National Institutes of Health as I-Corps at NIH in 2014 and at the National Security Agency in 2015.

Team: Embargo NK

If you can’t see the EmbargoNK 2-minute video click here

If you can’t see the video of the EmbargoNK team presenting click here

If you can’t see the EmbargoNK slides click here

Origins of Hacking For Defense
In 2016, brainstorming with Pete Newell of BMNT and Joe Felter at Stanford we observed that students in our research universities had little connection to the problems their government as well as the larger issues civil society was grappling with. Wondering how we could get students engaged, we realized the same Lean LaunchPad/I-Corps class would provide a framework to do so. That year Hacking for Defense and Hacking for Diplomacy (with Professor Jeremy Weinstein) with the State Department were both launched at Stanford.

 

Team: Common Ground

If you can’t see the Common Ground 2-minute video click here

If you can’t see the video of the Common Ground team presenting click here

If you can’t see the Common Ground slides click here

Goals for the Hacking for Defense Class
Our primary goal was to teach students Lean Innovation while they engaged in a national public service. Today if college students want to give back to their country they think of Teach for America, the Peace Corps, or Americorps or perhaps the US Digital Service or the GSA’s 18F. Few consider opportunities to make the world safer with the Department of Defense, Intelligence Community or other government agencies.

Next, we wanted the students to learn about the nation’s threats and security challenges while working with innovators inside the DoD and Intelligence Community. While doing so, also teach our sponsors (the innovators inside the Department of Defense (DOD) and Intelligence Community (IC)) that there is a methodology that can help them understand and better respond to rapidly evolving asymmetric threats. That if we could get teams to rapidly discover the real problems in the field using Lean methods, and only then articulate the requirements to solve them, could defense acquisition programs operate at speed and urgency and deliver timely and needed solutions.

Finally, we wanted to familiarize students about the military as a profession, its expertise, and its proper role in society. And conversely show our sponsors in the Department of Defense and Intelligence community that civilian students can make a meaningful contribution to problem understanding and rapid prototyping of solutions to real-world problems.

Team: Deepfakes

If you can’t see the Deepfakes 2-minute video click here

If you can’t see the video of the Deepfakes team presenting click here

If you can’t see the Deepfakes slides click here

Mission-driven in 30 Universities
Hacking for Defense is offered in over 25 universities, but quickly following, Orin Herskowitz started Hacking for Energy at Columbia, Steve Weinstein started Hacking for Impact (Non-Profits) and Hacking for Local (Oakland) at Berkeley and will be starting Hacking for Oceans at Scripps. Hacking for Conservation and Development at Duke followed.

Team: IntelliSense

If you can’t see the Intellisense 2-minute video click here

If you can’t see the video of the Intellisense team presenting click here

If you can’t see the Intellisense slides click here

Team: Gutenberg

If you can’t see the Gutenberg 2-minute video click here

If you can’t see the video of the Gutenberg team presenting click here

If you can’t see the Gutenberg slides click here

Team: PredictiMx

If you can’t see the PredictiMx 2-minute video click here

If you can’t see the video of the PredictiMX team presenting click here

If you can’t see the PredictiMx slides click here

It Takes a Village
While I authored this blog post, this classes is a team project. The teaching team consisted of:

  • Pete Newell is a retired Army Colonel and CEO of BMNT.
  • Steve Weinstein a 30-year veteran of Silicon Valley technology companies and Hollywood media companies.  Steve was CEO of MovieLabs the joint R&D lab of all the major motion picture studios.
  • Tom Bedecarré was the founder and CEO of AKQA, the leading digital advertising agency. Four decades as part of the most successful advertising agencies in the world.
  • Jeff Decker is a social science researcher at Stanford. Jeff served in the U.S. Army as a special operations light infantry squad leader in Iraq and Afghanistan.

Our teaching assistants Nate Simon, Aidan Daniel McCarty, Mackenzie Burnett and Diego CervantesA special thanks to the National Security Innovation Network (NSIN) and Rich Carlin and the Office of Naval Research for supporting the program at Stanford and across the country. And our course advisor – Tom Byers, Professor of Engineering and Faculty Director, STVP.

We were lucky to get a team of mentors (VC’s and entrepreneurs) who selflessly volunteered their time to help coach the teams. Thanks to Kevin Ray, Lisa Wallace, Rafi Holtzman, Craig Seidel, Todd Basche, Don Peppers, Robert Locke, and Mark Clapper.

We were privileged to have the support of an extraordinary all volunteer team of professional senior military officers representing all branches of service attending fellowship programs at Stanford’s Hoover Institution, and Center for International Security and Cooperation (CISAC) and Asia Pacific Research Center (APARC) at the Freeman Spogli Institute (FSI) as well as from the Defense Innovation Unit. These included:Tim Mungie, Tim Murphy, Matt Kent, Todd Mahar, Donnie Hasseltine, Jay Garcia, Kevin Childs.

And of course a big shout-out to our sponsors. At United Nations Command Security Battalion – CPT Justin Bingham, Air Force Air Combat Command – Mr. Steven Niewiarowski, Office of the Secretary of Defense Asian & Pacific Security Affairs – Chief of Staff Julie Sheetz, U.S. Coast Guard – Security Specialist Asad Hussain, IQT – Vishal Sandesara, Veterans Adminstration – Kristopher “Kit” Teague, Chief Operating Officer, IARPA – John Beieler, DNI – Dean Souleles

Thanks!

How to Stop Playing “Target Market Roulette”: A new addition to the Lean toolset

Modern entrepreneurship began at the turn of this century with the observation that startups aren’t smaller versions of large companies – large companies at their core execute known business models, while startups search for scalable business models. Lean Methodology consists of three tools designed for entrepreneurs building new ventures:

These tools tell you how to rapidly find product/market fit inside a market, and how to pivot when your hypotheses are incorrect. However, they don’t help you figure out where to start the search for your new business.

A new tool – the Market Opportunity Navigator – helps do just that. It provides a wide-lens perspective to find different potential market domains for your innovation, before you zoom in and design the business model or test your minimal viable products. This new framework can act as the front-end of Customer Development. It helps figure out the most promising starting position – market domain – for your customer development process. And it helps identify promising Plan B’s and new growth options if you have already embarked on your innovation journey.

Over the years, I have seen many startups and innovation projects perform a painful “re-start” to completely new market domains. With a little more thinking up front these entrepreneurs and innovators could have identified more promising business contexts to play in, and thus avoided this difficult pivot down the road. But while the academic literature is full of papers covering market selection and the literature has some popular books (Blue Ocean Strategy, et al.) there is a lack of easy-to-use tools to do so.

In large companies and government agencies the problem is even more acute. Where do we spend our limited time and resources on our next moves? While the Innovation Pipeline tells us how to go to from sourcing to delivery how do we prioritize our choices? The Market Opportunity Navigator is a useful adjunct to the curation and prioritization steps.

Just like the Business Model Canvas, the Market Opportunity Navigator has closed the gap between academic theory and books by offering a simple, visual way to navigate the process of how to select what market to start with. Developed by Prof. Marc Gruber and Dr. Sharon Tal and based on hundreds of cases they studied during their practical and academic work, the Market Opportunity Navigator is described in their new book, Where to Play.

In three simple steps the Market Opportunity Navigator can help you:

  • Identify a portfolio of market opportunities stemming from your technology or unique abilities
  • Reveal the most attractive domain(s) by evaluating the potential and challenges of each option
  • Prioritize market opportunities smartly to set the boundaries for your lean experimentations

I asked Sharon and Marc to summarize why market selection is important and describe an example of how to use it.


Different Playgrounds mean different Rules of the Game
There are many ways in which you may have identified a market for your business. Some of you may have identified a market need based on your own experience, or you may have been approached by potential customers, or if you are corporate innovator you may have applied an innovative solution to an existing target market. Yet, are you sure that this is the best opportunity? Could there be greener pastures (larger markets, more profitable markets, etc.) out there for commercializing your technology or unique abilities?

Taking the time to reveal the most promising market – the best starting position – before you engage in a focused customer development process is critical, because market domains vary in their value creation potential, competitive landscape, regulatory regime and risks associated with launching new products. In fact, by not asking “Where to Play” innovators risk choosing an inferior playground – one that does not allow the project to prosper. Beyond the possible loss of revenues, this early decision may be difficult to change, or even irreversible: it influences how you develop your technology going forward, raise money, write patents, recruit employees and pick a brand name. If re-start in another target market is required, such a pivot is painful, costly, and sometimes even impossible.

Finding the best starting position is a learning process that takes time and bandwidth – two scarce resources. So instead of taking a deliberate step back to understand their portfolio of opportunities, entrepreneurs and innovators often just start running. They make a bet and engage in customer development experiments – adopting “local” pivots in a relatively fixed context, until a scalable business model is (hopefully) revealed. This can be a big bet! The search for product/market fit and for a scalable, promising business model should therefore begin with uncovering and understanding the different market contexts in which you can play. In fact, by adopting a wider lens, the search process shifts from 2D (finding a product-market fit) to 3D (finding multiple product-market fits in different market contexts).

Academic research published in Management Science investigated 85 VC-backed startups and offered a conclusion that seems obvious in hindsight: “look before you leap.” The big idea was that experienced entrepreneurs tend to generate a portfolio of market opportunities before deciding where to play, thereby laying the ground for significant performance benefits. In other words, understanding your arena of opportunities is a key asset for entrepreneurs and innovators.

Identifying your Arena and Choosing Where to Play
The Market Opportunity Navigator provides a visual framework to discover, compare and prioritize different market domains and business contexts. It helps you to think about your arena, rather than your industry – a key mindset shift in today’s competitive landscape.

The Navigator walks you through a three-step process that helps you to make a more informed choice. It does so in a friendly, intuitive manner, with a visual design board and 3 worksheets to guide the process.

You can download the Navigator and its worksheets here.

Putting it all together: A Superset of Tools
Mapping out your market opportunities to understand your most promising starting position generates valuable insights for your innovation journey. In short, the big-picture view provided by the Navigator helps you zoom-out to understand “where to play,” while the detailed views of the lean approach and the Business Model and Value Proposition Canvases help you zoom-in and understand in detail “how to play.” Together, they create a superset of tools that supports you in an iterative learning process until you find a scalable, promising business.

Having a market opportunity portfolio to draw from offers an additional benefit. By having gamed out multiple markets, you can bake agility into the DNA of your venture – a key component in the Lean methodology. It allows you to carefully select and keep open backup and growth options.  If a “re-start” is eventually required, it will be less painful and less costly.

Let’s take a look at an example from the startup world to see how the Market Opportunity Navigator works.

We Can Fly Anywhere – but Where Do We Go First?
Flyability develops drones to inspect difficult-to-access locations. In theory, they can custom-build their drone to perform different jobs in completely different markets: industrial inspection, search and rescue, entertainment or surveillance – to name but a few. Each of these markets varies significantly in its business context and in its promise for growth. Furthermore, each market would require its own customer development process to reveal a scalable, repeatable business model – clearly a demanding process that is difficult to run simultaneously in multiple domains.

So how did Flyability find its best starting position – the initial market domain where the founders should engage in detailed customer discovery and build their business? They used the Navigator and its three worksheets to guide their process.

Worksheet 1: Generate your market opportunity set
The founders’ first idea was to use the drone for observing critical disasters, like the reactor meltdowns in Fukushima, Japan. Yet, by going through the first step of the Navigator, the team began to uncover alternative markets where their drone could add value for customers. Among others, they considered drone-based inspection of boilers in thermal power plants, the inspection of oil & gas storage tanks, and intelligence-gathering by police forces. Overall, five market domains seemed interesting and required further evaluation.

Worksheet 2: Evaluate market opportunity attractiveness
Using the second step of the Navigator, the team systematically examined the potential of each market and its unique challenges. This allowed Flyability to map out their options and visually compare their attractiveness. Gradually, it became clear that thermal power plants were a “gold mine” option worth playing in. They could now use the Business Model Canvas and the lean experimentation processes to design and validate a scalable business model within this market.

Worksheet 3: Design your agile focus strategy
Once the founders chose their primary market, they could leverage alternatives to create a more agile company by mitigating risk and avoiding locking-in. Specifically, using the third step of the Navigator, the founders designed a small portfolio of backup and growth options that they would keep open. This foresight laid the ground to early key decisions that have long-term consequences, like how they developed their drone or chose their brand name. In addition, it helped them clearly define which options they would place in storage for now (as focusing is about saying no more than anything else).

By employing the Market Opportunity Navigator, Flyability has not only figured out “Where to Play” it has mapped out an interesting growth path that is appealing to investors. To get a better sense of this process, you can view Flyability’s Navigator below, or read the full case study by clicking here.

Insights for VCs, Tech Transfer Officers, and Social Entrepreneurs
Identifying your arena of opportunities is not only key for startups and established firms, but for anyone dealing with technology commercialization. For VC’s, the macro-level perspective shows the market opportunities that can be addressed by a startup and lays out a clear monetization process over time. It also offers a portfolio perspective when screening initial or successive investments. If you are working for a Tech Transfer Office, a wide-lens perspective is essential for assessing the value of an invention, and for figuring out in which hands you should put it. Furthermore, if you are trying to address a social problem, the Navigator helps ensure you identify a market that allows you to generate an economic bottom-line in addition to your social impact.

Lessons Learned

  • Lean Startup tools offer the details of “how to play,” while the Market Opportunity Navigator helps you to zoom-out to understand “where to play”
    • There are multiple “starting positions” for your customer discovery journey
    • Each starting point has different challenges to overcome
  • What would be your most valuable domain?
  • The Market Opportunity Navigator is an easy-to-apply framework for this process

The Lean LaunchPad Class: It’s the same, but different

It’s the same, but different

We just finished the 8th annual Lean LaunchPad class at Stanford. The team presentations are at the end of this post.

It’s hard to imagine, but only a decade ago, the capstone entrepreneurship class in most universities was how to write – or pitch- a business plan. As a serial entrepreneur turned educator, this didn’t make sense to me. In my experience, I saw that most business plans don’t survive first contact with customers.

So in 2011, with support from the Stanford Technology Ventures Program (the entrepreneurship center in the Stanford Engineering School), we created a new capstone entrepreneurship class – the Lean LaunchPad. The class was unique in that it was 1) team-based, 2) experiential, 3) lean-driven (hypothesis testing/business model/customer development/agile engineering). This new class aimed to mimic the uncertainty all startups face as they search for a business model while imparting an understanding of all the components of a business model, not just how to give a pitch or a demo.

(It’s worth reading the blog post that became the manifesto of the class here as well as what we learned when we first taught it- here.)

Ninety days after we first offered this class at Stanford, the National Science Foundation adopted the class calling it the NSF I-Corps (the Innovation Corps) to train our country’s top scientists how to commercialize their inventions. I-Corps is now offered in 88 universities. The National Institute of Health teaches its version in the National Cancer Institute. (I-Corps @ NIH). (The NIST report on Unleashing Innovation recommended expanding I-Corps and the House just passed the Innovators to Entrepreneurs Act to do just that.) The Lean LaunchPad/I-Corps syllabus is the basis for a series of Mission-Driven Entrepreneurship classes; Hacking for Diplomacy, Defense, Energy, Oceans, non-profits and cities.

If you had dropped by in 2011, the first time I taught the class, and then stuck your head in today, you’d say it was the same class. The syllabus is almost identical, the teams still get out of the building to do customer discovery every week, then come back to class and present what they learned weekly, etc.

But while it’s the same, it’s different.

After thousands of students taking this class, here are a few ways the class has changed.

—-

A Great Class Endures Beyond Its Author
I’ve always believed that great classes continue to thrive after the original teachers have moved on. While I created the Lean LaunchPad methodology and pedagogy (how to teach the class) and the train-the-trainer course for the NSF I-Corps, the sheer scale and success of the class is due to the efforts of the 100’s of National Science Foundation instructors and the NSF. And while I created the original course, the Stanford class is now led by Jeff Epstein and Steve Weinstein.

To be honest, as I watch other instructors now run these classes, I feel a proud “passing of the torch” though touched by moments of King Lear and Kurosawa’s Ran. Way past my ad hoc activities, the Stanford teaching team has thoroughly professionalized the class.

Expanded Teaching Team
In addition to the lead instructors, the Stanford teaching team now includes George John, Mar Hershenson, and Tom Bedecarre, all generously volunteering their time. Each of them brings decades of industry experience to the class. This type of teaching firepower and headcount was necessary as the teaching team expanded the class size to meet student demand.

Class Size
For the first few National Science Foundation classes, we taught 24 teams at a time with three instructors. We did it by breaking the class into three separate sections, having all teams together for our lectures and separating into sections of eight teams each when the teams presented. (After painful trial and error, we had discovered that the teaching team could listen to 8 teams present before our brains melted down.)

At Stanford we limited the class to 8 teams – four students per team. However, this year, the class was so oversubscribed, and the quality of the teams applying was so high, the teaching team admitted 14 teams and reverted to the original NSF model of separating into sections. The additional teaching team members made it possible.

Class Velocity/Depth
When we started this class, the concept of Lean (business models, customer development, agile, pivots, mvp’s) was new to everyone. Now they’re common buzzwords, and most of the students come in with an understanding of Lean. This head start has allowed the teaching team to accelerate the velocity and depth of learnings past the basics.

Women
In past years, the student teams in the Stanford classes were weighted toward men, reflecting the makeup of the applicants. While Ann Miura-Ko was part of the original teaching team, having all male instructors for the last five years didn’t help. After Mar Hershenson joined the teaching team last year, she made an all-out effort to recruit women to apply. A role model as a successful CEO and VC, Mar successfully sparked interest in women students and sponsored women-only lunch sessions, mixers and meetings to introduce them to the class. As you’ll notice from the presentations below, the result was that this year 50% of the applicants and accepted teams were women.

The lessons for me were: 1) the class had been unintentionally signaling a “boys-only” environment, 2) these unconscious biases were easily dismissed by assuming that the class makeup simply reflected the applicant pipeline, and 3) when in fact it required active outreach by a woman to change that perception and bring more women into the pipeline and subsequent teams.

Product/Market Fit Versus The Business Model Canvas
My original vision for the class was to use the business model canvas as a framework to teach engineering students all the nine elements of the business model: customer, distribution channel, revenue, get/keep/grow, value proposition, activities, resources, partners and costs. And instead of the traditional income statement, balance sheet and cash flow, discover the key “metrics that matter” for their business model.

While students want to spend their time focusing on product/market fit (who’s the customer and what should we build for them) and building product-centric minimum viable products, I thought that Y-Combinator and other accelerators already did an excellent job of that. My goal was to use the canvas to expose engineering students to other essential aspects of a successful business they may be less familiar with (sales, marketing, finance, operations.)

Admittedly this was tough to do, because in one quarter teams haven’t yet found product/market fit and are loath to move off it until they do. But since my goal was to teach a methodology rather than to run an accelerator, I traded off time on product/market fit for exposure to the rest of the canvas.

If we were designing a curriculum rather than just a single class, we’d offer it as two semesters/quarters – the first searching for problem/solution and product/market fit, and the second half focusing on the rest of the canvas testing feasibility and viability.

As you look at this year’s presentations, you can see the presentations still tend to focus on product/market fit. Obviously, there is no right answer to what and how to teach, and the answer may change over time.

TAs/ Diagnostics/Mentors
Our Teaching Assistants keep all the moving parts of the class running. Each years TAs have continued to make the class better (although I must admit it was interesting to watch the TAs remove any uncertainty from what students need to do week-to-week, as I had designed a level of uncertainty into the class to mimic what a real-world startup would feel like.) The teaching team and TA’s have added an enormous number of useful diagnostics to measure student reactions to each part of the pedagogy and the overall value of the class. However, the real art of teaching is to remember that the class wasn’t designed by a focus group.

Finally, the mentors (unpaid industry advisors) who volunteer their time have been professionalized and managed by Tom Bedecarre. Each mentor’s contribution gets graded by the students in the team they coached.

Things That Needed Constant Reminders
Every time we slipped up and admitted an all engineering or all MBA team we were reminded by their struggles that successful teams need to be diverse – that they include both innovators and entrepreneurs (typically engineers and MBA’s.)

The same holds true for pushing the students. Every time we slacked off relentlessly direct feedback we saw a commensurate drop in the quality of the teams output.

The Teams
In the end, this class is not only about what the instructors try to teach the students but also about whether students processed what we intended for them to learn. Over time, two of our major insights were: 1) teams needed a week to process all they learned, and 2) we needed to teach them how to turn that learning into a story of their journey.

This year all our teams accomplished that and much, much more.

And after 9 years of classes, students still find that this class is the closest thing to being in a real startup.

Take a look at their presentations below.

AgAI

If you can’t see the presentation click here

If you can’t see the video click here

BeaconsAI

If you can’t see the presentation click here

If you can’t see the video click here

Equify

If you can’t see the presentation click here

If you can’t see the video click here

Equipped

If you can’t see the presentation click here

If you can’t see the video click here

HardHats

If you can’t see the presentation click here

If you can’t see the video click here

Lemnos

If you can’t see the presentation click here

If you can’t see the video click here

NanoSense

If you can’t see the presentation click here

If you can’t see the video click here

Neuro

If you can’t see the presentation click here

If you can’t see the video click here

NeuroDiversity Nerds

If you can’t see the presentation click here

If you can’t see the video click here

 

Praxis

If you can’t see the presentation click here

If you can’t see the video click here

Promote.It

If you can’t see the presentation click here

If you can’t see the video click here

RightFoot

If you can’t see the presentation click here

If you can’t see the video click here

Topt

If you can’t see the presentation click here

If you can’t see the video click here

Wanderwell

If you can’t see the presentation click here

If you can’t see the video click here

The Fatal Flaw of the Three Horizons Model

A version of this article first appeared in the Harvard Business Review

I’m a big fan of McKinsey’s Three Horizons Model of innovation. (if you’re not familiar with it there’s a brief description a few paragraphs down.) It’s one of the quickest ways to describe and prioritize innovation ideas in a large company or government agency.

However, in the 21stcentury the Three Horizons model has a fatal flaw that could put companies out of business and government agencies behind their adversaries. While traditional analysis suggests that Horizon 3 disruptive innovations take years to develop, in today’s world this is no longer the case. The three horizons are not bound by time. Horizon 3 ideas – disruption – can be delivered as fast as ideas for Horizon 1 – existing products.

In order to not be left behind, companies / government agencies need to focus on speed of delivery and deployment across all three horizons.


When first articulated by Baghai, Coley and White in the 20th century, the Three Horizons model was a simple way to explain to senior management the need for an ambidextrous organization – the idea that companies and government agencies need to execute existing business / mission models while simultaneously creating new capabilities.

The Three Horizons provided an incredibly useful taxonomy. The model described innovation occurring in three time horizons:

  • Horizon 1 ideas provide continuous innovation to a company’s existing business model and core capabilities.
  • Horizon 2 ideas extend a company’s existing business/model and core capabilities to new customers, markets or targets.
  • Horizon 3 is the creation of new capabilities to take advantage of or respond to disruptive opportunities or to counter disruption.

Each horizon requires different focus, different management, different tools and different goals. McKinsey suggested that to remain competitive in the long run a company allocate its research and development dollars and resources across all three horizons.

And here’s the big idea. In the past we assigned relative delivery time to each of the Horizons. For example, some organizations defined Horizon 1 as new features that could be delivered in 3-12 months; Horizon 2 as business/mission model extensions 24-36 months out; and Horizon 3 as creating new disruptive products/business/mission models 36-72 months out.  This time-based definition made sense in the 20th century when new disruptive ideas took years to research, engineer and deliver.

That’s no longer true in the 21st century.

Today, disruption Horizon 3 ideas – can be delivered as fast as Horizon 1 ideas.

For example, Uber took existing technology (smartphone app, drivers) but built a unique business model (gig economy disrupting taxis) and the Russians used existing social media tools to wage political warfare. Fast disruption happens by building on existing technologies uniquely configured, packaged and/or delivered, and combining them with a “speed of good-enough deployment as a force multiplier” mindset.

What’s an Example of Rapid Horizon 3 Implementation?
In the commercial space AirBnB, Uber, Craigslist, Tesla, and the explosion of machine learning solutions (built on hardware originally designed for computer graphics (Nvida)) are examples of radical disruption using existing technologies in extremely short periods of time.

In the government space, Russian interference with elections, and China building island bases in the South China Sea as well as repurposing ICBMs as conventional weapons to attack aircraft carriers, are examples of radical disruption using existing technologies deployed in extremely short periods of time.

What’s Different about Rapid Horizon 3 Disruption?
These rapid Horizon 3 deliverables emphasize disruption, asymmetry and most importantly speed, over any other characteristic. Serviceability, maintainability, completeness, scale, etc. are all secondary to speed and asymmetry.

To existing competitors or to existing requirements and acquisition systems they look like minimum viable products – barely finished, iterative and incremental prototypes. But the new products get out of the building, disrupt incumbents and once established, they then refactor and scale. Incumbents now face a new competitor/threat that obsoletes their existing product line/infrastructure/business/mission model.

Why Do the Challengers/new Entrants Have the Edge?
Ironically rapid Horizon 3 disruption is most often used not by the market leaders but by the challengers/new entrants (startups, ISIS, China, Russia, etc.). The new players have no legacy systems to maintain, no cumbersome requirements and acquisition processes, and are single-mindedly focused on disrupting the incumbents.

Four Strategies to Deal With Disruption
For incumbents, there are four ways to counter rapid disruption:

  • Incentivize external resources to focus on your goal/mission. For example, NASA and Commercial Resupply Services with SpaceX and OrbitalATK, Apple and the App Store, DARPA Prize challenges. The large organizations used startups who could rapidly build and deliver products for them – by offering something the startups needed – contracts, a distribution platform, or prizes. This can be a contract with a single startup or a broader net to incentivize many.
  • Combine the existing strengths of a company/agency and its business/mission model by acquiring external innovators who can operate at the speed of the disruptors. For example, Google buying Android. The risk here is that the mismatch of culture, process and incentives may strangle the newly acquired innovation culture.
  • Rapidly copy the new disruptive innovators and use the incumbent’s business/mission model to dominate. For example, Microsoft copying Netscape’s web browser and using its dominance of operating system distribution to win, or Google copying Overture’s pay per click model and using its existing dominance in search to sell ads. The risk here is that copying innovation without understanding the customer problem/mission can result in solutions that miss the target.
  • Innovate better than the disrupters. (Extremely difficult for large companies/government agencies as it is as much a culture/process problem as a technology problem. Startups are born betting it all. Large organizations are executing and protecting the legacy.) Successful examples, Apple and the iPhone, Amazon and Amazon Web Services (AWS). Gov’t agency and armed drones.

Lessons Learned

  • The Three Horizons model is still very useful as a shorthand for prioritizing innovation initiatives.
  • Some Horizon 3 disruptions do take long periods of development
  • However, today many Horizon 3 disruptions can be rapidly implemented by repurposing existing Horizon 1 technologies into new business/mission models
  • Speed of deployment of a disruptive/asymmetric product is a force multiplier
  • The attackers have the advantage, as the incumbents are burdened with legacy
  • Four ways for the incumbents to counter rapid disruption:
    • Incentivize external resources
    • Acquire external innovators
    • Rapidly copy
    • Innovate better than the disrupters

How do you apply Lean to Digital Health and Life Sciences?

Five years ago we brought evidence-based entrepreneurship to Life Sciences – teaching the first Lean Lean Launchpad class at UCSF, then the NIH and Imperial College. But it’s been awhile since I was in a room made up entirely of Life Science entrepreneurs. So I was excited to visit IndieBio, a life science accelerator in San Francisco. Think of IndieBio as “Y-Combinator for Life Sciences with a wet lab” and you get what they are trying to do. It’s a 4-month program to help biotech startups build their company and it comes with $250k in seed funding.

I sat down with Arvind Gupta, Founder and Managing Director of IndieBio and talked about how Lean methods apply to Life Sciences.

If you can’t see the video click here

The first half of the conversation talks about Lean and its origins.

The second half focuses on its applicability in Digital Health and Life Sciences.

18:19: Why the Lean Startup works for life science startups
19:20: The origins of Lean and I-Corps
22:34: Your science is not a company
26:53: Your investors may like you but it’s not why they fund you
28:53: Do you have a crazy person in the room — Innovators vs. entrepreneurs
32:30: Reducing startup risk – Evidence-based entrepreneurship in Life Science
35:30: Lean is a bounding box around infinite uncertainty
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