Bob Crimmins

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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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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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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'We'll figure out the metrics later' is a recipe for AI failure. Start with these baseline measurements before your next AI implementation. Essential Pre-Implementation Metrics: • Current process performance • Resource utilization rates • Error frequencies • Time-to-completion • Cost per transaction Track these for minimum 30 days before launch. 🔑 Success Factor: Companies that establish clear baselines are 2.8x more likely to achieve positive ROI. Need help setting baselines? Start with your most measurable process and expand from there. #startups #founders #growth 🚀 🚀 🚀 Are you interested in the current state of AI in sales & marketing? I'm performing some research here at Mythmaker to better understand a problem I bet many of us have: measuring the impact of AI solutions in sales and marketing. And I need your help! What You Get: - Free personalized benchmark report compared to your peers - Early access to full research findings & potential spotlight features - Potential spotlight features to share what's working (and what's not) Quick Facts: - 5-10 minute survey - Focused on practical experiences - All responses confidential Help me out by clicking through & sharing this quick survey — https://lnkd.in/enKv52xT

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I’m thrilled to be announcing that Notion Capital is leading the $15m Series A investment in Cogna today. In the industry, we like to think that software has been eating the world. But when you look at the data a better description would be more of a nibble. Depending on what source you look at the software industry represents between 5-8% of global GDP. Contrast that with the services industry that represents between 60-70% of GDP and worth around $25 trillion on a global basis. Most services have been out of reach for the software industry. They have either been too complex or too specialized for off the shelf software to access in any economically viable way. But that’s beginnning to change with GenAI leading to the emergence of ‘service as a software.’ Cogna is at the forefront of this opportunity - building precision software at scale and delivering huge productivity gains for traditional industries. We know Ben Peters & Lars Mennen well having backed their previous company Five AI that was acquired by Bosch in 2022. And we’re very excited to be backing them again together with Hoxton Ventures & Chalfen Ventures Read my full blog post on why we invested here. Radu Bozga Ben Peters Lars Mennen Bryan G. Mike Chalfen Hussein Kanji Kirsten Connell https://lnkd.in/eh8mhcJb

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Once you’re in it, you’re in it. #Startup #founders don’t just take financial risk - they invest years of their lives. For many, it’s absolutely worth it. To me, the first task is the most important one: to define your target and make absolutely sure it’s one worth that level of investment.

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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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The secret—if it ever was one—is out on private equity fondness for vertical software. While PE-backed acquisitions were down 50%+ from a peak in 2021, vertical buyouts have continued to grow, and the fervor seems to be gaining steam. In today’s essay, we will pose an answer to one question: is PE a viable path to exit for a venture-backed startup?

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‼️ ICYMI: High Alpha's Benchmarks report is live! SaaS founders and teams—this is a must-read, filled with actionable benchmarks designed to help you build smarter, measure success, and accelerate growth. From growth rates to cash efficiency, it’s all in there. I cannot stress this enough—pay attention to your NRR. Top-line growth is nice, but delivering outsized value to customers proves how indispensable your product truly is. More below!

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What does it take to raise capital for SaaS companies now according to Jason Lemkin (SaaStr) Key Takeaway 1: The current venture capital landscape is experiencing significant changes, particularly driven by the rise of AI. Investors are increasingly focused on finding "decacorns" (companies valued at over $10 billion) in the AI space, as traditional software companies are no longer seen as sufficient for generating massive returns. > Agree, its a generational new sector that will change the world in the short to medium term Key Takeaway 2: There's a growing trend of large investments in AI companies, even those without established revenue or customers. This is exemplified by Elon Musk's new AI company raising $6 billion and OpenAI's rapid growth. Investors are making high-risk bets on potential AI breakthroughs, driven by the need for outsized returns. Key Takeaway 3: Established venture capital firms and investors are pivoting their focus towards AI. SoftBank is raising a $9 billion fund solely for AI investments, while prominent hedge fund manager Steve Cohen has restructured his venture fund to concentrate exclusively on AI opportunities. > This signals huge momentum of capital, a good but wary signal. Overall a very good signal. Key Takeaway 4: The AI investment trend is not without skepticism. There's recognition that some companies may be falsely claiming AI capabilities to attract funding. However, real-world applications and significant deals, such as Palantir's $480 million AI contract with the US Army, demonstrate the tangible potential of AI technologies. > As with any new exploding trend, be wary always. Key Takeaway 5: The venture capital industry is under pressure to find and invest in potential decacorns, as traditional software companies, even successful ones, are no longer considered sufficient for generating the massive returns required by large VC funds. This shift is causing stress and driving the focus towards high-potential AI startups. > Power law distribution and math doesn't lie (that much). https://lnkd.in/gHe8tW2E

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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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Today’s read asks the big question on everyone’s minds again: can #AI technology replace my job? In this case, can AI replace legitimate human #VC investors? Well, the short answer is no. The role of a VC requires a lot of knowledge, prior experience, and #intuition that AI technology at this moment cannot replicate in a way that’s helpful. But b2venture did put AI to the test in three different experiments related to things that #investors like me do on an everyday basis. For example, Python Coding #GPT4 was used to generate investment memos, typically written when VCs have interest in a company and want to highlight the strengths and weaknesses of a potential startup. The final product was very much a rough first draft, but did produce results in five minutes versus the several hours it would take to do the task otherwise. GPT-4 was also put to use for market analysis and intro writing, to various #mixed results. GPT-4 has its strengths. It’s really great at summarizing text, extracting information efficiently, and superficially finding patterns. But with all of those useful things come with large shortcomings such as data “hallucinations.” Basically, while these tools have promise and well on their way to keep improving, it will take a while for technology to evolve from being demonstrative #gimmick to something used in a #daily context. What do you think? Are you someone that uses #AI to help with your job? Does it work with you and your workflow?

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Harnessing Proprietary Information for Strategic Healthcare Investments Healthcare investments offer a unique combination of financial returns and the potential for significant social impact. For family offices and discerning investors, navigating this complex landscape requires more than just capital—it demands strategic insights fueled by proprietary information. The Foundation of Strategic Investment: Proprietary Information In the investment world, knowledge is power. This is particularly true in the healthcare sector, where regulatory landscapes, technological advancements, and policy changes can drastically impact the viability and potential of investment opportunities. Access to proprietary information gives investors a critical edge, enabling them to: - Anticipate Market Movements: With insights into healthcare policies and emerging trends, investors can position their portfolios to capitalize on upcoming shifts in the market. - Enhance Due Diligence: Tailored underwriting and due diligence tools grounded in exclusive data can highlight risks and reveal hidden potentials in investment prospects. - Maximize Value Creation: By understanding the intricacies of the US healthcare economy, investors can devise strategies for long-term value creation, rather than short-term gains. Empowering Family Offices Family offices often seek investments that offer both competitive financial returns and the opportunity to create a positive legacy. By refining investment platforms to address the specific needs of these entities, such as instant diversification and upside capture, they can achieve their financial and legacy-driven goals. These platforms can provide: - Market Insights: Curated intelligence that focuses on the most promising healthcare segments. - Educational Resources: In-depth content to deepen the understanding of healthcare technology trends and investment strategies. Building Relationships and Trust Investing is not just about the numbers; it's also about people. To attract and retain high-potential family office prospects, investment platforms must foster empathy and engagement. This involves: - Offering Exclusive Rights: Providing access to follow-on deals and direct investment opportunities with board or advisory roles. - Understanding Emotions: Addressing fears of missing out on prime opportunities due to geographical limitations and dissatisfaction with average investment options. - Creating Community: Facilitating a network of like-minded investors focused on collaborative, high-impact healthcare investments. Harnessing proprietary information is critical for making strategic healthcare investments that offer significant financial returns and contribute to the betterment of society. If you like to learn more about strategic healthcare investments or discuss your specific investment goals and how proprietary information can be leveraged to achieve them? Please feel free to reach out or leave a comment below.

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💰🎓VALUATION CAP💰🎓 Setting a valuation cap in fundraising is crucial as it limits the maximum valuation at which a SAFE (Simple Agreement for Future Equity) converts to equity. This helps founders manage equity dilution and provides investors with a clear understanding of their potential ownership percentage, ensuring informed decision-making during fundraising rounds. Source: Peter Walker Great post! #valuationcap #investors #founders #raisingcapital #safes #fundraising #womenshealth #femhealth #medtech

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One of the things we see quite often at Grit Capital Partners, is a newly minted CEO. We see a big difference in the transition to CEO based upon the historical lane the CEO is coming from. There are different new muscles if you are coming from Product, Engineering, Finance, etc. In this article, we go deep on the CRO to CEO transition, which includes some thoughts from Rosie O'Meara, a particularly fine example of someone who has made the transition quite well. What were your biggest transition moments? https://lnkd.in/eEB-K2ZU

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Insightful look into bioplatform strategy, and what it takes to raise a Series A from my partner, Omri Amirav-Drory: https://lnkd.in/dFv7GbF6

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Here are the Top 10 SaaS funding rounds of the past week (Seed to A) Starting at number 1... 🥇 Emergence, $97.2mm Seed 🤯 Emergence is developing an AI "agent-based" system that automates tasks typically performed by knowledge workers. Founded by Satya Nitta. 💸 Investors: Learn 🔗 https://bit.ly/3XSitTA 🟠🟠🟠 🥈 Formic, $27.4mm Series A Formic enables manufacturers to scale faster by making it easy to deploy robotic automations, like packing and palletizing. Founded by Misa Ilkhechi and Saman Farid. 💸 Investors: Blackhorn Ventures, FJ Labs, and more 🔗 https://bit.ly/3XGzEYr 🟠🟠🟠 🥉 normai, $27mm Series A Norm Ai is automating compliance processes, making them more efficient, cost-effective, and accurate via (you guessed it) AI. Founded by John Nay. 💸 Investors: Coatue, Bain Capital Ventures, and more 🔗 https://bit.ly/4ckpNft 🟠🟠🟠 🎖️ 4. ORA, $20mm Series A Ora is a blockchain project incorporating AI into dapps. Founded by Kartin Wong. 💸 Investors: Polychain Labs, HF0, and more 🔗 https://bit.ly/3zpW7Ph 🟠🟠🟠 🎖️ 5. Payabli, $20mm Series A Payabli builds the infrastructure that allows companies, specifically software companies, to embed and facilitate payments through APIs. Founded by Joseph Elias Phillips and William Corbera. 💸 Investors: QED Investors, Bling Capital, and more 🔗 https://bit.ly/4bwkGHE 🟠🟠🟠 🎖️ 6. Sift, $17.5mm Series A Sift develops tools to accelerate the development and ensure the reliability of complex machines (think Spacecrafts). Founded by Austin Spiegel and Karthik Gollapudi. 💸 Investors: GV (Google Ventures) 🔗 https://bit.ly/3L7zlyk 🟠🟠🟠 🎖️ 7. Ario, $16mm Seed Ario is an AI-powered assistant for parents that helps with daily tasks, from meal planning to scheduling playdates. Founded by Sumit Agarwal. 💸 Investors: Wing Venture Capital, Floodgate, and more 🔗 https://bit.ly/4eEjeG9 🟠🟠🟠 🎖️ 8. MagicSchool AI, $15mm Series A MagicSchool provides lesson-planning solutions for teachers to fight burnout. Founded by Adeel Khan. 💸 Investors: Bain Capital Ventures, Adobe Ventures and more 🔗 https://bit.ly/3RQt5Pn 🟠🟠🟠 🎖️ 9. AuthZed, $12mm Series A Authzed makes it easier for developers to build permissions in their applications. Founded by Jacob Moshenko and Jimmy Zelinskie. 💸 Investors: General Catalyst, Work-Bench, and more 🔗 https://bit.ly/4bqkh9B 🟠🟠🟠 🎖️ 10. SLUSHY.com, $10.2mm Seed SLUSHY is a creator monetization platform. Founded by David Gross and Fred Sprivock. 💸 Investors: Mantis Venture Capital, Jon Oringer, and more 🔗 https://bit.ly/4eN9Boi ⚫⚫⚫ I'm Gyan, Head of Community at Venture House. I create tools, guides, and other free resources for Junior VCs and founders. If you found this helpful, check out the Venture House website for more 👇 https://venturehouse.xyz/ #startups #venturecapital #funding #saas

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During yesterday's LibreQoS APNIC webinar, I posed the question: won't more bandwidth solve these problems? As Herbert Wolverson said, yes, more bandwidth is good, but, still these problems remain if queueing is done incorrectly. Here's my take on why bandwidth alone is not as good as bandwidth + good queueing policies: Generally it was believed that 'data is important, so don't throw it away; hang on to it and send it later'. In practice, this has proven to be suboptimal as two issues may emerge: 1) latency increases for some flows due to heavy demand from other flows using the same bottleneck link, 2) even a single flow can have excessive latency due to aspects of typical TCP behavior (referred to bufferbloat) when the buffers grew large enough that the data being buffered was retransmitted anyway. It turns out that not all data is equally important. Active Queue Management is the art of deciding priorities, both in deciding what data to throw away, but also in allowing some later arriving data to be transmitted ahead of data in another connection that arrived before it. These problems have been studied, and good solutions have been found by using certain queueing policies in routers and switches, referred to as “fq_codel’ and “cake”. These track the different flows not by classifying the data, but by watching the behavior. Flows that send relatively little data (DNS lookups), or at a measured pace (video chat) have priority over flows that send a lot of data as quickly as possible (App and System updates, Video and ISO downloads).

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