Keith Camhi

Great time on the Embracing Erosion podcast w/Devon O'Rourke! We talked about: 🚀 How to scale a company from concept to 9-figure exit 🔄 How to break away from the traditional consulting model and apply product approaches ⏩ Why it’s important to iterate quickly and often with messaging 💸📈What signals are important to pay attention to when investing in startups and much more!

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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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Exciting news! We just sent out the inaugural newsletter for Future Frontier Capital, our pre-seed venture fund backing frontier tech startups. As I hit "send," I realized how launching FFC parallels the path of the founders we support. Starting FFC has required the same passion, perseverance, and self-belief that drive entrepreneurs. Just like a startup, getting a VC fund off the ground demands relentless hustle—building the brand, perfecting the pitch, and networking tirelessly. There are constant challenges that test your resolve and endless hours of unglamorous work behind the scenes. And perhaps most daunting - the self-doubt, wondering if you're crazy for attempting something so bold. Pushing through that negative self-talk requires unshakable faith in your mission. Raising this VC fund reminds me of starting our IP strategy and patent analytics firm two decades ago. It’s a powerful reminder of the perseverance, creativity, and resilience needed to turn an ambitious idea into reality. This experience makes us more empathetic partners, ready to support the founders we back. Our work is just beginning, and this inaugural newsletter underscores our commitment to supporting frontier tech startups every step of the way. #startups #VentureCapital #EmergingManagers #Entrepreneurship #InnovationMindSet

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I used to spend 2-3 hours daily on clinic notes, skeptical of AI scribe technology. However, I've been impressed with RevMaxx, a generative AI company transforming clinical note creation by listening to physician-patient conversations and automatically generating comprehensive notes. This platform accurately captures crucial ICD-10 codes, saving valuable time ⏰. 👉 Why This Matters: - **Reducing Physician Burnout:** Administrative tasks are a significant contributor to physician burnout. Innovations like RevMaxx alleviate this burden effectively. #HealthcareInnovation #AI #PhysicianBurnout #MedicalDocumentation #HealthTech #RevMaxx

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My amazing cousin, Cleven Ticeson (https://lnkd.in/gWis4xX6) , a 14 time Emmy award winning producer for KCTS9 in Seattle, is a hero of mine. I grew up watching the educational shows like Bill Nye and the performing arts they would showcase. He was following the work I have been doing de-siloing the Black professional class working in venture scale entrepreneurship in the Pacific Northwest and composed a news reel covering Dreamward Group that moved me not only because he is my hyper-talented and dear cousin but because it voiced and gave me the perspective of the decades that what we’re building has been missing from the mass culture and my culture. Lewis Rudd once told me that the hardest target to hit is an invisible one and my dear cousin hit me right in the heart by speaking in his video about the unseen, but nonetheless felt, absence of inclusive capitalization of startups. Felt by the generation of Black people that watched the tech industry grow not only painting Black technologists and Black founders out of the heroic saga of tech, but Black funders as well. I am so glad that Dreamward Group is able to paint the target and make it visible through our work. Venture Capital, the financial backing of the tech industry, just like tech itself, had an evolution with foundational moments in the 70s on Sand Hill Road in Silicon Valley yet it’s mechanics, drama, and operation are largely unknown to the public that isn’t working in tech entrepreneurship. It’s trajectory and heights of accomplishment with Andreessen Horowitz and Madrona Ventures are parallel and analogous to Google and Amazon…But only the later two brands are household names to people outside of the industry. The world knows the story of Black people being excluded from Tech, It knows the story of Black people being excluded from executive leadership. It experienced the Obama administration and the depravity of the Trump backlash and had to ask itself why it had actively or passively participated in writing off Black professionals. Some of the world hears of Black founders getting less than 2% of invested capital, but even on hearing that, they don’t know the story of Black people being excluded from the role of deciding which startups get funded using a yet third party’s (often their own government’s) money…That is the story of Venture Capital today, and that’s what Dreamward is changing for the future.

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This week Mikal Ventures brings you a 4-week breakdown of the non-US capital market with an emphasis on the Mikal verticals. The 4-week period ending November 25 saw just over 1,300 new companies added, bringing the total to 112,141 companies included in the non-US Health Tech, Med Tech, AI Tech Fin Tech and Ed Tech verticals. Non-US AI Tech again saw the greatest percentage growth in new companies at 16%, vs. the vertical average of 12% for the period. Non-US HeathTech led the group in transactions. Non-US Med Tech led in SEC Filings and news articles.   Mikal Ventures publishes these stats on a rolling 4-week basis to provide a perspective on how the verticals and new startups move through time. We hope you find them informative and thought-provoking. VC Investors are always adjusting their "Play Book" with a variety of options for investing. Mikal Ventures is one of those alternatives, offering curated solutions to real world problems. Reach out if you have questions on how we can be of assistance and bookmark https://mikalventures.com/ for additional insights and information.

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A little late, even though this process started in July.... Excited to share our latest investment in Heads Together Health!! We met Steve DeVrieze in October last year, and we think they are poised for impressive growth! Read more here: https://lnkd.in/ecYcqqkn #earlystagestartup #earlystageinvesting #VCinvestment #ncstartups #nctechstartups

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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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Have a story to tell... Use Narratize AI Co-Authoring platform to tell your stories in an impactful manner. Katie Trauth Taylor, PhD and the entire team is committed to helping you in becoming amazing storytellers. Check out their impressive work at https://lnkd.in/gnNYHSSX Start telling your stories with Narratize AI as your co-author. #generativeai #storytelling #innovation #aicoauthoring #innovators #researchers #impactstories #startups #problemsolvers #AI #AIStartup

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The (Healthcare) Ground Beneath Our Feet… This year it is likely that over $10 billion will be invested in the digital health sector – a robust amount, no doubt, but inconsequential when compared to the amount of capital tied up in healthcare real estate assets, which is estimated to be $1.2 trillion by Jones Lang Lasalle. Of that amount, approximately $790 billion is in the hospital sector while the remaining $490 billion is in medical office assets. It is estimated that there are 48.6k facilities with 3.4 billion square feet of healthcare real estate, 42% of which are owned by REITs and another 33% held by other private investment vehicles. Much of the digital health investment is meant to make the physical healthcare infrastructure more productive: greater operating efficiencies, greater patient throughput, more relevant personalized care models with better outcomes. As the healthcare system is being pushed to be more distributed to lower cost sites of care, accelerated now by the rapid proliferation of automation and AI capabilities, the potential impact on healthcare infrastructure assets will be profound. Thoughts on what that might look like... https://lnkd.in/eTfAdUbS #digitalhealth Flare Capital Partners

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TLDR - if you’re a early-stage investor, builder or health care provider that believes the below facts... we at Conduit Venture Labs have a stealth venture in the oven w/ Krisna Bhargava, PhD (let's connect). 🦠 Environmental factors are responsible for ~90% of chronic disease. https://lnkd.in/gSJPGXVs 🥺 Primary care does not have the time nor education to screen environmental exposure. https://lnkd.in/gJ5GtHMV 🚀 Functional/integrative care is growing at ~23% CAGR but is unaffordable to most people. https://lnkd.in/gWwuChYk

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HealthCap Africa: Pioneering Sector-Focused Investment At HealthCap Africa, we are committed to our strategic focus on healthcare and fintech, recognizing that specialization is key to success in Africa's vibrant startup ecosystem. The data reflects this, affirming our approach in a market ripe for innovation. We extend our gratitude to Scott Kupor Managing Partner at Andreessen Horowitz, one of the world's leading venture capital firms, for his insightful commentary on the increasing preference among founders for sector-specific investors. This validation from such esteemed industry figures underscores the importance of our mission-driven investment strategy. #HealthTech #FinTech #VentureCapital #InnovationInAfrica #SectorSpecialists

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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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This week Mikal Ventures brings you a 4-week breakdown of the US capital market with an emphasis on the Mikal verticals. Over the 4-week period ending April 15, just over 900 new companies were added, with 94,109 companies included in the US Health Tech, Med Tech, Fin Tech, AI Tech, and Ed Tech verticals. AI Tech again saw the greatest percentage of growth in new companies and transactions, weighing in at over double the vertical averages for the period. The US Fin Tech vertical again led the way in SEC Filings and news articles. Mikal Ventures publishes these stats on a rolling 4-week basis to provide a perspective on how the verticals and new startups move through time. We hope you find them informative and thought-provoking. VC Investors are always adjusting their "Play Book" with a variety of options for investing. Mikal Ventures is one of those alternatives, offering curated solutions to real world problems. Reach out if you have questions on how we can be of assistance and bookmark https://mikalventures.com/ for additional insights and information.

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Wonderful article about Emily Knight and the whole The Engine Accelerator team on the amazing work their doing changing the world with #ToughTech!

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These insightful founders' observations highlight that TCA VG provides entrepreneurs with high level of added value compared to other angel investors and groups. This substantiated by their IRR.

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This week Mikal Ventures brings you a 2-week breakdown of the US capital market with an emphasis on the Mikal verticals. Over the 2-week period ending May 13, 450 new companies were added, with just under 95,000 companies included in the US Health Tech, Med Tech, Fin Tech, AI Tech, and Ed Tech verticals. AI Tech again saw the greatest percentage of growth in new companies and transactions, weighing in at over double the vertical averages for the period. The US Med Tech vertical led the way in SEC Filings, with Fin Tech leading in news articles. Mikal Ventures publishes these stats to provide a perspective on how the verticals and new startups move through time. We hope you find them informative and thought-provoking. VC Investors are always adjusting their "Play Book" with a variety of options for investing. Mikal Ventures is one of those alternatives, offering curated solutions to real world problems. Reach out if you have questions on how we can be of assistance and bookmark https://mikalventures.com/ for additional insights and information.

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