Albert Azout

Congrats to the Revive team for the latest fundraise led by Equal Ventures, as well as the new brand! I’ve had the honor of working with Allison Lee (Founder/CEO) and team for almost six years as their first institutional investor. My gosh, it’s been an incredible–and at times harrowing–journey… ‘Revive’ is such an appropriate name for this company, on multiple fronts. First, it describes the core business well, where this platform helps large retail apparel brands to upcycle garments and deadstock into new products, thereby substantially reducing apparel waste. But it also accurately describes Allison Lee herself. Allison is one of the most resilient humans I’ve ever met, and she’s gone through hell and back to create this outstanding company. When we were first introduced to Allison in 2018 (thanks Bebe Kim for that intro!), Allison was a solo founder experimenting with mall kiosks that provided on-demand hemming services for retail apparel consumers. Over the years, Hemster (the name of the co back then) scaled up to become a substantial business, with her own warehouses and staff to handle hemming for top apparel brands throughout the US. But then the pandemic happened. Brand clients budgets collapsed, along with her business model, and Allison had to reduce her team down to just one person. Herself. This was a dark time. I remember reaching out and attempting to check in with her during a six-month period where she was at her loneliest as a founder. She pretty much locked herself in her apartment, mulling new directions for her company by herself. But she figured it out. In 2021, she saw that the consumer retail market was shifting as Gen Z was strengthening their purchasing power. This new generation of shoppers were more climate and sustainability conscious, and wanted to hold big brands’ feet to the fire for products that conformed to their values. Allison saw an opportunity to retool Hemster into a top platform to help facilitate upcycled products for apparel companies. And it worked! Allison breathed new life into her company and business has been growing quickly ever since. Her business’ thesis is even stronger and bigger than the one she initially launched with. Beyond her being a skilled founder and operator, Allison is also a fantastic human being. She is relentless and un-killable as a founder. And also so warm, kind, and present as a friend. I’m grateful to call her a friend today, as well as a role model. Allison’s journey is still in the early days with Revive, and no doubt she is going to build something that has a huge impact on this world. Hustle Fund is nothing but grateful that she said YES to us, and allowed us to be part of this amazing and inspiring journey. Congrats again, Allison and team!

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And my second investment at defy is in 🐶 zeroETL puppies 🐶... I mean PuppyGraph, which is all the beauty of a graph database, none of the data migration or continuous upkeep of a graph database. Sounds like magic? So are puppies 🐶 . Puppygraph is NOT a graph or a database. It is graph analytics engine that answers graph questions on your existing data warehouses, whether that is a Databricks datalake, Google BigQuery or postgres. Compared to SQL, it's faster, handles way more complexity, scales and has almost no upkeep. How did I get to conviction? 1. Tailwinds - 🌊 Lakehouses 🌊 have helped enterprises put all their data in one place, enabling Puppygraph to unlock insights previously unavailable. - 📚 LLMs! 📚AI and RAG cannot easily traverse fragmented data. Puppygraph's Graph RAG unlocks insights with their Knowledge Graph and spoonfeeds to the LLMs. 2. 👯 Team 👯 We have graph experts from Google, LinkedIn, Databricks, Tigergraph, and Instacart who are uniquely able to build this solution. 3. 💸 Customers 💸 . My alma mater Coinbase is a proud user. The feedback from my former colleagues was off the charts! A blockchain is very much a graph database and Puppygraph tracks down fraudulent transactions that go through mixers and helps identify patterns. Huge congrats to Weimo Liu Danfeng Xu Lei Huang Zhenni Wu Gary Hagmueller, defy.vc is proud to be an investor!!

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In the earliest stages, startups have to balance two needs: capital to build now, and the focus to create the product that will bring their vision to life. We experienced this journey at Prewitt Ridge, and I had the opportunity to share parts of our story last week at AIAA ASCEND, and I wanted to share some of the highlights here, as well as the video clip captured by my teammate York Zhang! Steve Massey and I incorporated Prewitt Ridge in Dec 2019 and hit the ground running in 2020. Building on our experience as engineers working at SpaceX and Slingshot Aerospace, we set out to take a picks-and-shovels approach to build digital engineering software tooling for engineers like us, who are working at the companies out there using the picks and shovels, here on Earth and soon in space. We quickly found that there were a host of resources available to us. We received initial funding through the SBIR/STTR program, an initiative from the US government to provide early-stage technology funding for small businesses. With two STTR awards and a great university partner at UNM, we began to execute on our product vision. Simultaneously, we received phenomenal support from the Techstars Space Accelerator program. This accelerator helped us focus on the tradeoffs of bootstrapped growth through SBIR/STTR vs traditional fundraising. SBIR/STTR are fantastic sources of capital, providing a partnership that helps small businesses build through non-dilutive funding. But it’s important to remember that these opportunities are focused on specific topics and non-recurring. As a business, it's important to be disciplined on aligning the SBIR/STTR opportunities with your core product features and strategies to ensure they don't impede your teams execution. We made the decision to balance both SBIR/STTR with growth via venture capital. We successfully raised a round of funding, led by Squadra Ventures with participation from Stage Venture Partners, Aurelia Foundry, Wonder Ventures, Haystack, Acequia Capital, Techstars and GC&H We’ve had a wonderful experience working with the VC community, highlighted by the hands-on approach and national security expertise of Squadra Ventures. Going forward, we’ll continue to consider both types of funding. These resources have provided numerous connections to government and industry leaders, and in turn they have helped to focus our tool offering and capabilities. Our journey shows the importance of another balance that startups must strike: reducing risk and optimizing opportunities. Thanks to Techstars, AIAA ASCEND and all of the panelists for a great conversation! If you’re interested in discussing solutions for digital engineering, get in touch! #startups #aerospace #AIAAASCEND

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Congrats to Christopher Robson, Kurtis Broda and Kristen Cote at Wyvern on bringing on fantastic new investors Guy Filippelli, Dan Madden and Isaac Carp, CFA at Squadra Ventures. I'm a broken record at this point, but we're in the early innings of the Earth Observation market, and as we're seeing with Wyvern there is more demand for hyperspectral data than supply. As we will see in the coming years, there will be all kinds of problems that can be addressed by understanding our world beyond what our eyes can see. https://lnkd.in/gEzTjYks

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Who doesn't love chatting about the frontier of Space?! Loved getting this insiders look from Epsilon3 CEO Laura Crabtree (ex-SpaceX, Northrop Grumman) as the industry reshapes into a lightening fast startup ecosystem for us to marvel. Small teams are lowering the cost to access space. Homegrown automation software is dramatically reducing team size -- as Laura puts it: "You won’t see 50 people in a control room for launch…you’ll see 5 controlling 50 different assets and a couple of 100 assets that are mostly operating on their own." Personally i'm keeping a close eye on the new interconnectedness between space and the broader economy will spark a flywheel of innovation. 🎙️ Listen in to our discussion (link in comments) as we release today -- 5YF#16: Space command reimagined, automating mission control, new deep tech hubs, interstellar missions, and the future of space operations w/ Epsilon3 CEO Laura Crabtree To infinity!

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Two announcements re: our upcoming first-of-its-kind-event: a) 70+ Attendees are registered! b) The upcoming SiliconXL LaunchAthon is perfect for Job Seekers, Software Engineers and Boston-based Startups For more info or to register, visit ---> https://lnkd.in/efPxJ6Fk www - launchathons - com/boston The upcoming SiliconXL LaunchAthon is designed to provide job seekers with an immersive, hands-on experience that goes beyond traditional training. Through targeted AI coding workshops, attendees will dive deep into advanced AI tools and coding platforms, equipping them with practical skills that employers actively seek. These workshops allow job seekers to build real-world projects in collaboration with industry mentors, creating tangible portfolio pieces that showcase their abilities and problem-solving prowess. For those looking to enter the tech field, our LaunchAthon is an invaluable opportunity to gain relevant, hands-on experience that will make them stand out in a competitive job market. Furthermore, the collaborative environment encourages networking with potential employers and peers, giving job seekers a head start on forming connections that may lead to employment opportunities. For software engineers already in the workforce, our LaunchAthon’s workshops provide a vital opportunity to upskill and explore emerging technologies that might not be part of their current roles. The hands-on experience in AI-powered coding workshops offers a practical way to stay updated with industry trends, experiment with new tools, and learn innovative problem-solving techniques. These workshops encourage engineers to think outside their regular scope of work, sparking creativity and enhancing their adaptability to new challenges. Attending the SiliconXL LaunchAthon can add value not only to their current skill set but also to their role within their organization, as they bring back fresh insights and advanced knowledge that can be applied immediately to drive innovation in their day-to-day work. or startup entrepreneurs, the upcoming LaunchAthon offers an unparalleled opportunity to bring their ideas to life through hands-on experience with cutting-edge AI tools and collaborative workshops. Entrepreneurs will benefit from an environment where they can test, validate, and iterate on their concepts with the guidance of industry mentors and experienced tech professionals. These sessions are designed to accelerate the development process, providing valuable insights into product design, rapid prototyping, and market alignment. Beyond just building, entrepreneurs will also network with potential co-founders, partners, and investors, creating connections that can support their startup’s growth. LaunchAthon is more than an event; it’s a launchpad for entrepreneurial visionaries looking to create impactful, scalable tech solutions in a high-energy, supportive setting.

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👀 Looking at our recent investments at Draper Associates, here’s what standout founders nailed, making our decision to invest much easier (and faster): 💥 Visionary Tech with a Bold Vision – These founders are not here for incremental wins; they’re reimagining what’s possible in across tech - biotech, robotics, aerospace, and beyond. Their vision is big and audacious, tackling complex problems that demand breakthrough solutions, others have not been willing to try. 👊 Clear Passion & Purpose – The drive in these founders is undeniable. They’re committed to their mission with a depth of purpose that shapes every choice. One founder, for example, took two years completely off to learn and meet everyone in longevity biotech. This level of grit and dedication is rare but essential for the most impactful founders. 🌟 Assembling All-Star Teams – They bring together top-tier talent from diverse disciplines: experienced business leaders with successful exits or industry experience at top companies, technical co-founders with deep expertise, often PhDs or industry pioneers, and even published authors. It’s a complementary team, unified by a shared vision. They make the: "Why this team?" obvious - at a glance. 💻 Data-Driven to the Core – These founders present data insights that show why their approach is unique, especially against a competitive field of companies. This data is delivered with clarity and they make the complex simple. Many are published in top journals, adding depth and credibility to their approach, and reinforcing that they know their tech inside out. ⚡️ Memorable, Clear Vision – They don’t just pitch; they make the future feel tangible, with a vision that’s both compelling and concise. If I can relay their pitch in under 30 seconds to my team, they’ve killed it. 📣 Transparent & Proactive Communication – The best founders don’t wait for questions. They come prepared, often with a comprehensive FAQ doc, give timely updates to our questions, and are candid about challenges. This level of openness builds trust and strengthens our partnership. 💸 Milestone-Driven Funding Strategy – Each funding stage aligns clearly with already achieved or upcoming achievable milestones. They’ve mapped out a roadmap that minimizes risk at every step, giving us confidence in their journey. 💰 Revenue Milestones Along the Way – Even if it'll take a decade to hit revenue on their big vision, these founders find revenue generation stops along the way to profitability. They share a trajectory that connects early wins to revenue, showing how every step is a building block toward their bigger vision. Overall, the best founders are incredibly thoughtful, prepared, and fantastic verbal / written communicators. #founders #startups #fundraising #VC

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"We’re now completely sold out in the US until mid-2027"- Topher Haddad and remaining tasking availability is dwindling globally: https://albedo.com/reserve What is Albedo doing again?? We build and operate satellites that co-collect 10 cm/pixel visible imagery with 2 m/pixel thermal (LWIR) imagery. Native GSDs. ^ resolution comparable to that of imagery collected by planes, but we're doing it from space 🙃 We couldn’t be more excited about our initial customers and are stoked to see who all snags the rest of our remaining capacity. Be among the first commercial end users EVER to have access to this unprecedented dataset. Cheers! https://lnkd.in/gtBuW68c

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TechCrunch's Mary Ann Azevedo discusses our list of 85 potential M&A target predictions for Ramp Watch this list of targets If you're a corp dev team and want to quickly build a target M&A list in seconds, we got you note: We made some predictions for Wiz M&A targets earlier this week (see first comment) https://lnkd.in/ezQ7mmex

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14 SiliconXL / DevAccelerator Powered Startups Launch in Stealth Providence, RI - Tuesday, September 24th The SiliconXL Startup Demo Day brought together a remarkable collection of AI-powered tech startups, demonstrating that the event was about far more than just polished pitch decks—it was a showcase of full-stack software engineering, AI, true innovation and customer-validated market demand. DemoDay Startups - Providence took place during RI Startup Week, with tremendous support from RIHub. Each startup, built from the ground up by technical founders, presented AI-driven solutions designed to solve real-world problems. This event emphasized the importance of market fit, with every startup validating their concept through direct interaction with potential users, showcasing not only their technical prowess but their ability to engage with and fulfill market needs. For many of the entrepreneurs showcased at the SiliconXL Startup Demo Day, this was their first experience building a full-stack application. In fact, virtually none of them had ever launched or scaled a tech startup before. Their journey from novice to technical founder was nothing short of transformative, a direct result of their time learning software engineering and AI under the mentorship of Claude Arnell Milhouse and Clifton Choiniere at DevAccelerator. Through DevAccelerator's intensive training and guidance, these founders have not only acquired the technical skills to develop cutting-edge AI solutions but have also gained the entrepreneurial mindset to launch and grow successful startups. This Demo Day is a testament to the profound impact that mentorship, education, and determination can have on an individual's ability to create something that will disrupt industries and transform their own lives in the process. What set this Demo Day apart was the potential for explosive growth, as SiliconXL is laser-focused on launching a tidal wave of startups across multiple markets in the upcoming months and years. From the buzzing streets of Boston and New York to the previously unknown startup market of Providence, the goal is clear: to create a tsunami of high-growth startup activity.  SiliconXL is also dedicated to ensuring that diverse communities not only have a seat at the table but are also leading the charge, amplifying voices that have been historically marginalized. With this Demo Day, it’s evident that SiliconXL is igniting a movement that will leave a lasting mark on the future of AI-powered innovation. Look for more events powered by DemoDay Startups in the months to come in a city near you (Hint: Boston, NYC and up to 16 more startups out of Providence this year). Let's GEEEEEKING Goooooo!!!! #Startups #TechnicalFounders #SoftwareEngineers #Providence #Boston #NewYork #Roxbury #Dorchester #Brooklyn #Queens #TheBronx #Harlem

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Some great new additions to Wing Venture Capital's Founder Docs project today! These are from the one-and-only Christopher Lynch, a veteran serial entrepreneur, currently CEO of AtScale, previously with Vertica, DataRobot, Accomplice VC, Acopia (where we worked together in the 2000's), Arrowpoint (where we first met in the 90's) and many other great ventures. I've worked with Chris in multiple companies across multiple decades. Anyone who knows him knows he tells it like it is (even when it may be hard to say it or hard to hear it!), which I have infinite respect for. In his Founder Docs, Chris talks about: - The dangers of overcapitalizing your startup - What it means to be a "transparent founder" - The power of long-term, authentic relationships in an entrepreneurial career Read Chris's stuff and you will come away wiser!

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Have you heard of #CapVC? It’s an application platform designed specifically for the use of #VC firms. Essentially, it’s a robust #AI-powered tool made to simplify the daily operations of managing a #fund. Isn’t that something, a VC funded start-up designed to help improve the productivity of VC funding! According to this article from TechCrunch, Cap VC is looking to become much more than just an ‘operating system’ — the company aims to be a simplified and extremely efficient way to run a VC firm: reducing digital clutter by turning PDF files, income statements and balance sheets into readable data, automating company suggestions based on the context of a VC’s portfolio, and more. Cap VC is currently developing native apps on Mac and Windows, alongside releasing an API so that developers can build on top of their foundations. So, are any of my fellow VCs interested in using this software? If not Cap VC, is there any interest for similar software to be created down the line? Are there downsides to using a third-party application like this? I want to know what you all think.

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As the critical backer of two of the success stories here, Rocket Lab and Planet, DCVC is delighted to see the heroics of these teams highlighted — and their positive impact on humanity’s security and prosperity. It is also an interesting story of the difficulty markets — private and public — have in filtering out charlatans and hypesters in deeply technical arenas that promise gold rush outcomes, whether it is in space systems (as is the case here), AI (we can all watch it happen), energy and climate tech, biotech, or robotics.

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On this week's episode of Lobster Talks, we had the privilege of speaking with Daniel Driscoll, former military officer and co-founder of Elodin (YC W24). Elodin is building the "Unreal Engine for aerospace," a flight software development platform that promises to accelerate innovation and make space exploration more accessible. Key takeaways from our conversation with Dan: -From battlefield to launchpad: Dan's unique journey from serving in Iraq to leading a cutting-edge space tech startup. -The "Unreal Engine" analogy: How Elodin is changing the game for aerospace software development. -Disrupting the status quo: Why agile software practices are essential for the future of space. -Advice for founders: Dan's insights on identifying and solving problems in established industries. This episode is a must-listen! Check out the full episode here: https://lnkd.in/eHp_WWGc #aerospace #softwaredevelopment #startups #innovation #spaceexploration #podcast #lobstertalks

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Just finished reading "The Next Giant Leap" by Space Capital - a pioneering VC investing in the emerging Space Economy. The report speaks to how SpaceX’s Starship is more than just the most powerful rocket ever built—it is poised to reshape the global space economy in profound ways. With its immense payload capacity, reusable design, and lower cost per launch, Starship will unlock entirely new industries and transform existing business models. But how should industries and businesses evolve to align with this paradigm shift? 📈 Rethinking Business Strategies & Supply Chains - For businesses, Starship represents an era of mass-production over precision engineering. This means moving away from the focus on mass efficiency toward cost-effective, redundant, and scalable production. - In terms of supply chains, this opens opportunities for new players in manufacturing, materials, and space components. The demand for off-the-shelf parts and non-aerospace suppliers will rise dramatically. 💡 New Use Cases & Opportunities   The opportunities Starship unlocks go beyond launching satellites. - In-space manufacturing of high-value products like pharmaceuticals and advanced materials that cannot be created on Earth. - Mega-constellations of satellites for global broadband, expanding on what Starlink has already begun. - In-orbit assembly and servicing, allowing for larger space structures like telescopes or even habitats to be built in orbit, radically reducing costs. - Lunar infrastructure and resource extraction will become more viable, paving the way for sustainable human presence on the Moon and, eventually, Mars. 📊 What Should Businesses Do Now?   1. Embrace Redundancy & Scale – Instead of focusing on one-off, high-cost solutions, businesses should embrace redundancy and mass production.    2. Simplify Design – With Starship’s payload capacity, there is less pressure to optimize for mass efficiency. Simplified, scalable designs will allow for faster production and iteration cycles, akin to how SpaceX rapidly tests and evolves Starship itself. 3. Develop Strategic Partnerships – Collaborating with forward-thinking space startups, suppliers, and even non-aerospace sectors will be essential to capitalize on the opportunities Starship provides. 🌌 A New Era of Innovation   Starship will democratize access to space, lowering the barriers for businesses to create and scale. The next decade will witness breakthroughs in scientific exploration, energy production, and in-space transportation that we can only begin to imagine today. #SpaceEconomy #Starship #Innovation #SupplyChain #Manufacturing #SpaceTech #Entrepreneurship #FutureOfSpace https://lnkd.in/gNdbwXdq

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Excited to announce that we recently joined GALY's oversubscribed $33M Series B round through Brinc's AngelList Syndicate. We’re in excellent company alongside top co-investors like Breakthrough Energy Ventures, H&M Group, and Inditex, with additional backing from returning investors such as Material Impact, John Doerr's Family Office, and Artesian (Alternative Investments). Luciano Bueno and his team are revolutionizing the cultivation of cotton and other crops by employing cellular agriculture, a method that is ethical, sustainable, and a step towards climate resilience. Their process replicates the quality of traditional cotton while using 99% less water, 97% less land, and generating 77% less CO2. Learn more: https://lnkd.in/dJpPWTGB Join our syndicate and check out our latest deals here: https://lnkd.in/dj6WJRSz #venturecapital #brinc

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🚀 Scaling New Heights: Cribl's Strategic Growth 🚀 In a remarkable stride within the competitive market of data infrastructure, San Francisco-based startup Cribl has recently clinched a substantial $319 million in its latest Series E funding. This momentous investment spearheaded by GV (Alphabet’s venture arm) pushes Cribl to a towering valuation of $3.5 billion. 🌟 🔍 Here's Why This Matters for Startups and Small Businesses: 🔹 Innovation and Expansion: Cribl's trajectory illuminates the potent impact of innovative solutions in data management amidst an ever-expanding corporate data environment. 🔹 Significant Growth Potential: With the company boasting an impressive portfolio including 25% of the Fortune 500, the journey reflects significant growth potential and scalability that startups can aspire to. 🔹 Strategic Partnerships: The involvement of heavyweight investors like GV and others underscores the importance of strategic partnerships in accelerating business growth. Key Takeaways: - 🌐 Adapting advanced data solutions is crucial in leveraging the voluminous data generated today. - 📈 Embrace growth by seeking impactful investments and forming strategic partnerships. - 🚀 Aim for scalability by continuously innovating and expanding your solution offerings. Stay updated, engage with current trends, and continuously seek to innovate. The path Cribl is carving out highlights the robust possibilities within tech and data management sectors. For a deeper dive into Cribl’s funding news: https://lnkd.in/gQhmrYUK #DataManagement #StartupGrowth #Innovation This post was generated by an AI. Please contact us for more information.

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🚀 Meta’s recent launch of Orion takes me back to a project I worked on with a U.S. telecom company, where we explored both organic and inorganic strategies to capitalize on the Metaverse—the buzzword of 2020-21. I had the privilege of collaborating with a visionary partner who predicted many of the trends we’re seeing now. One key recommendation we made was to implement a wearable strategy for AR/VR/MR, although convincing the client of its value proved challenging—a common hurdle for large corporations that tend to focus on incremental improvements rather than disruptive innovation. We identified several barriers to the widespread adoption of wearables: size, price, real-world interactivity, and compute power, with style being a secondary factor. Meta’s Orion has addressed many of these, though its $10,000 price point still poses a challenge. Nevertheless, this product has ignited what will likely become a fierce competition among tech giants like Google, Apple, and Snap. Winning consumer trust in the AR glasses space will be key to market dominance. The AR/VR market is projected to reach $1.25 trillion by 2030, with wearables set to play a major role in this growth. I believe wearables, integrated with AI, will eventually replace smartphones as we know them today, making them as obsolete as the Nokia 6210. This aligns with broader tech theories predicting that AI could one day replace websites altogether, with AI agents directly gathering and delivering information to users. (If you're not already following Jeremiah Owyang, I highly recommend it for valuable insights and a deeper perspective on this topic.) From a VC perspective, I expect a surge of startups developing applications for wearables, particularly AR glasses. Companies like Wevr and Labster are already producing apps for platforms like Oculus, setting the stage for more innovation in this space.

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What do you do when a radical new technology puts your main product right in the crosshairs of disruption? Listen to David Okuniev — co-founder of Typeform | Ask awesomely — discuss the challenges of innovation within existing structures. David shared a game-changing insight: Radical innovation is really, really difficult to do inside your own product. He emphasized the need to break free from the constraints of familiarity and embrace change from outside the box. Henrik Werdelin and I have both seen our fair share of this in our respective careers. What struck us most was how David leveraged structure to overcome the innovator’s dilemma. By creating a culture of experimentation and providing space for bold ideas, he propelled Typeform beyond incremental improvements. What other hacks have you seen or employed to help your organization overcome the innovator’s dilemma? Share your stories below! 👇 And if you want to dive deeper into our conversation, click the link in the comments to catch the full podcast episode!

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