Amy Wu
New York, New York, United States
2K followers
500+ connections
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Personal website: https://www.amywu.co/
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Explore more posts
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Sara Thomas Deshpande
I love YC Demo Day season. It’s an insane concentration of driven founders building something they deeply believe in at the frontier of tech. I know it's more trendy for VCs to complain about YC. But I believe Garry Tan when he says 5-10% of companies become worth a billion dollars. Maven’s hit rate from YC is even higher: 16% have had $B+ exits, and we’re trending toward a 40% graduation rate from Seed to Unicorn with investments we’ve made alongside YC. Since Maven’s founding in 2013, we’ve funded 12 YC startups out of the 66 companies we’ve invested in. Here are a few: Cruise: acquired by GM for $1B+ Embark: $4B SPAC, acquired by Applied Intuition Chariot: acquired by Ford before Series A May Mobility: raised $300M+ in follow on funding, including from Toyota Carrot Fertility: raised $100M+ in follow on funding, including from CRV and USVP Daybreak Health: Series A from Lightspeed, Series B from USV Moment Robotics: acquired by Cruise founder Kyle Vogt’s new company, The Bot Co (Maven is an investor) Our strategy differs from other YC investors. Many funds build a YC “index fund”, investing in many startups per batch. It’s not a bad move. But we focus on concentration, meeting all the companies in our thesis area and investing in one or two. Gratefully, I think every company from the list above can point to Maven as one of their most trusted partners that made a difference: intros to customers, closing follow-on funding from top VCs, connecting key hires, and offering genuine care and advice in both the best and toughest of moments. What are we looking for in a YC investment? 1) Team - a technical product team with startup DNA and hustle that can achieve a bold vision. Brilliant, determined founders no one would bet against who are ambitious enough to build an iconic company. 2) Vision worth fighting for - what are you bringing into the world that is worth all the time, effort and money required for success? Why aren’t existing solutions good enough? Are we proud to help bring this idea to the world? 3) Massive market - because of the valuation premium YC demands, even a $B outcome may not return today’s average Seed fund. Honestly, that math sucks. In order to pay the premium, we have to believe that if we’re right, we’ll be wildly successful. 4) Consumer trend - Maven invests in tech companies addressing emerging consumer trends. Even if some investments are B2B or B2B2C, they are always grounded in a consumer insight: autonomous vehicles in 2014, fertility care in 2017, mental health in 2020. Today, we’re looking at consumer applications of AI and frontier consumer health. Many successful companies we fund are outside of YC as well – like Zoom, Hello Heart, Epic!, Class, Wildtype. So we match YC’s Unicorn % across the rest of our portfolio, too 💪 YC founders in consumer tech and digital health: if you want to build an iconic company that delivers a positive impact for millions of consumers - I can’t wait to talk to you!
806 Comments -
Oliver Richards
We've mapped the 250 most relevant early-stage startups within the European data ecosystem! 🚀 Our coverage spans categories like Data Collection, Storage, Integration, Security & Privacy, and Platform. Discover how these startups are leveraging AI 🧠, the most active sectors 👩💻👨💻, and key funding trends 🏦. Don't miss the simple table listing all the companies! 😀 #AI #Europeanstartups #MMCresearch #vcfunding Advika Jalan
192 Comments -
Jason Yeh
It's been just over 3 years since we announced Patron and our Fund 1. A lot has changed in both the startup ecosystem as well as the venture capital ecosystem in that time. 2021 was a year that saw an explosion of companies raising venture capital funding, and a record number of new venture capital firms raising initial funds. Even then it seemed clear that the venture market was bifurcating - you either needed to be a large multi-stage fund with the ability to lead rounds from Series A to pre-IPO, or you needed to go early and specialize at the pre-seed and seed rounds. The emerging manager ecosystem seemed to coalesce around the latter, and we were no different at Patron as we strived to build a leading seed-focused firm investing in the future of consumer. We were fortunate to have a handful of peers who were one fund ahead of us, managers like Rick Zullo at Equal Ventures and Nico Wittenborn at Adjacent were two of note who were generous with time and insights as we were first getting started. It was also clear that there was a market forming around the idea of organizing the emerging manager ecosystem and creating a stronger bridge connecting new managers with LPs interested in investing in them. I was glad to join my peers the last few weeks at 2 incredible events focusing precisely on this part of the venture world - the EMC Summit organized by the Equal Ventures team, and the RAISE Global Summit. The EMC Summit continues to be one of my favorite industry events I make time to attend each year in New York. It is the real life event built around an amazing online community which lives in Slack and has connected me with 100+ fellow founding GPs of emerging firms. It is the best opportunity to reconnect with peers and to share experiences, learnings, and ideas with people who are going through very similar experiences. It's also a great way to hear from and connect into larger institutional LPs who have been somewhat active in investing in emerging managers in recent years. That said, we haven't ever met any Patron institutional LPs there so my focus has always been spending time with my peers. This was the first time we've been accepted to participate in the RAISE Global Summit, and I had the privilege to share Patron's story with the attendees of the conference. Unlike the EMC Summit which feels more centered on the emerging managers themselves, Raise feels much more focused on being an LP centric event, with the aim of helping a broad array of LPs ranging from large institutions to individual family office investors learn about new managers. Given that we had recently raised and announced our Fund 2, it was nice to focus more on sharing about how positioning and focus as a firm, and less on actually trying to fundraise. We hope to continue to be an active part of the emerging manager community and ecosystem. We've certainly learned a lot in the last 3 years and hope that we can start to share more of these learnings as fund founders.
1225 Comments -
Amy Yin
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!!
273 Comments -
Santi Subotovsky
Thrilled to announce the launch of our inaugural edition of Beyond Benchmarks at Emergence Capital. This comprehensive report dives deep into the metrics and trends shaping the early-stage enterprise cloud market. A huge thank you to our VC partners and contributors for making this possible! Here's a sneak peek of our findings: --> 60% of companies have already integrated GenAI into their service offerings, with another 20% planning to do so this year. --> While most companies use OpenAI as their primary LLM, many are experimenting with multiple models. We’re seeing a trend toward intelligently routing GenAI inference requests based on cost, performance, and security. --> Companies that have implemented GenAI are showing promising results, with a 7% higher NDR compared to those that haven’t. Beyond Benchmarks goes further with more GenAI trends, insights on the current fundraising environment, and key performance metrics. Our goal is to provide founders and their teams with valuable benchmarks to help them make better-informed decisions. At Emergence Capital, we're committed to helping founders build iconic companies. Dive into the full report here: https://lnkd.in/g6bnvAZM
813 Comments -
Paul Hsu
Coming soon on Aug 1: "Transformation to a Fresh Tomorrow." This is theme of our 3rd Annual Web3 Investor Day, as we welcome the innovators and investors convening in Chicago for these discussions around the next generation Internet. Our theme reflects the optimism, determination and commitment investors and innovators have solidified off the depths of the bear markets to drive success in the bull markets. Broader investor optimism suggests that fresh institutional funds into Web3 across both tokens and equity may endure. Across adoption metrics, customer interest and developer activity, Web3 seems to have normalized. It’s refreshing to see the transformation and next evolution of Web3 and it’s refreshing to meet many of you on August 1. And yet, even with the improved optimism from last year, there still remain open questions in the development and adoption of our next generation Internet: 1. the balance of speculative versus productive investor capital in this current cycle 2. the productive role of liquid trading capital in fostering Web3 innovation 3. the attractiveness of venture investments in follow on financings 4. the role of policy and regulation that may enhance innovation 5. the continued developer activity to improve the underlying infrastructure 6. other Web3 recovery characteristics in target customer use cases. We remain committed to navigating regulatory shifts, fostering investor optimism, and building the customer use cases for Web3. Physical spaces enhance our innovation conversations. In person relationships foster our collaboration. Relationships drive breakthrough innovations. Reach out to Rizza Torres at Decasonic if you would like to join us! #web3investorday #web3 #venturecapital
206 Comments -
Alex Miningham
Today is an inflection point for Breakout with the announcement of our $4.5m venture growth round led by the experienced team at RockawayX with participation from Mechanism, Round13, CSquared, IOBC, and Mentat Group. Operationally, we’ve accomplished one of the hardest feats — going zero to one. We currently have over 5,000 traders that have collectively traded over $12B in notional volume and we’re growing exponentially. It’s now time to take things to the next level with a stacked treasury that we can leverage to improve our product even further and get Breakout into the hands of tens of thousands of new traders across the globe. I often get asked what it’s like to run a startup and many times I don’t even know where to begin. Startups are HARD. I won’t get into the minutiae but after 4 startups and 16 years, the biggest takeaway for me has been that in order to succeed, you have to mentally overcome the fact that successful startups need to fall forward and constantly navigate unique obstacles without allowing any one of those obstacles to paralyze the company. This is a constant battle that is unachievable without a resilient team that all share the same mindset and entrepreneurial drive. Our team at Breakout is the best I’ve ever been a part of and our growth in such a short period of time could not have been achieved so far without each and every person involved. You know who you are, thank you. We’re going to continue to push the envelope and will have some really exciting news to share in the coming weeks on the product front. Stay tuned. https://lnkd.in/ezPs8pdE
465 Comments -
Brett Wilson
Many assumed that the industry would be well on its way to AGI or superintelligence before AI model builders’ efforts to take advantage of scaling laws might hit a wall. Recent headlines are chipping away at that assumption. One question I've been getting in my inbox: is this the era of diminishing returns for AI? We don't think so. Even if an avalanche of new clusters and synthetic data fail to deliver significantly better model performance, there are good reasons to believe that AI is still going to become orders of magnitude more powerful in the coming years — powering a new generation of startups and ultimately productivity growth and positive benefits for mankind. In fact, with agents and reasoning just beginning to scale and thousands of industry-specific models coming online, it's about to get really exciting. Read our latest blog post on the topic: https://lnkd.in/gFhniNX8
1548 Comments -
Michelle Kwok
👀 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
362 Comments -
Caitlin Panasci
GPTZero has skyrocketed to profitability within 18 months, raking in millions. With 500% ARR growth in six months and user growth from 1 million to 4 million in a year. While many AI-detection companies struggle with accuracy, GPTZero excels, leveraging vast data and advanced LLM models using the latest open-source tools. Initially celebrated for helping teachers spot AI-generated student work, GPTZero's clientele now includes government agencies, grant writers, hiring managers, and AI training data labelers. One founder noted, "We have a big data advantage with millions of examples of human versus AI-generated text," proving the quality of data fed into AI models is crucial. https://lnkd.in/gREnQ2ps #ai #sustainabledevelopmenttechnology #emergingtechnology
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Brad Porter
Increasingly we see a lot of fundraising news "leaked" before the fundraising is done. This week there's a $300M at $2B+ story on Physical Intelligence as well as a $500M at $8B+ story about Perplexity AI. Earlier this year we heard rumors around OpenAI's raise and Figure AI's raise. What's going on here? Why all the leaking? As a founder, I try to understand which way the winds are blowing in the fundraising landscape. We've never leaked or had our fundraising details leaked, so I've been curious how it happens and why. Aren't fundraising deals fragile and this adds risk? In practice, usually these are being leaked by someone friendly with the company that is fundraising. Most of the time though, they're leaked after the company has a strong enough hand to get the fundraising deal done. Looks really bad if it leaks and then the fundraising doesn't get done. But the idea is to drum up more investor interest and to force investors who might be on the sideline to jump in by creating a little extra FOMO. Investors understand this game, so rather than a sign of weakness ("wow, that deal's gone on so long that it must be all just rumors"), leaking the fundraise details can be seen as a sign of strength ("wow, they must be pretty confident to put that out there"). The fact that investors are excited about the robotics space and the fusion of AI and robotics is terrific news I think for those of us active in this space. I happen to believe a) everyone knows how important the foundation models for robotics will be and we're going to see multiple models emerge like we have with LLMs b) the winning companies will have a vertically integrated robotics story direct to customers. This is why I think companies like Perplexity AI and Glean are extremely interesting and companies with more academic and less commercial roots like Character AI or Covariant have folded and been acqui-hired. Time will tell how the robotics foundation models space plays out. Our own work on foundation models has revealed both a lot of potential and some significant bottlenecks [links in the comments]. We track everyone and we hear lots of claims, but so far haven't seen an approach that busts through the bottlenecks and nothing that seems protectable or defensible when NVIDIA, Google, Amazon, Meta, Hugging Face, OpenAI are also all investing here. Good luck to PI as they work to close this round! Hopefully this article helps push the deal over the line with the terms they want! https://lnkd.in/dpp24QcY
15624 Comments -
Stephanie Campbell
Juniper Square recently released their look back at the state of venture in Q2 2024, and the data is interesting. 👉 The liquidity drought continues to stifle fundraising, with $37.4B committed to 255 funds YTD. 👉 In the current climate, established managers are securing 77% of fund value YTD, the highest concentration in the last decade. 👉 Over 63% of capital raised in 2024 so far is in funds of $500M+, the second-highest percentage in the last decade. 👉 Q2 reflects an uptick in US venture deal momentum, with quarterly deal count climbing to the highest level since Q2 2022. 👉 Q2 data shows a third consecutive upward quarter in both exit value and the total number of exits. 👉 Q2 hit a 9-quarter high in total number of exits, and the total exit value recorded was the second-best quarter since Q1 2022. The data shows that the landscape is especially competitive for emerging managers. When it comes to generating returns though, a fresh perspective can help find the most interesting deals. I wrote a bit about this last week, if you’re curious to dig into stats on unicorns at the seed stage, and the funds they’re raising from. You can check out the full report from Juniper Square here: https://lnkd.in/eN6VnY-k #emergingmanagers #stateofvc
131 Comment -
Matt Crane
We gathered dozens of operators from the MGMT Boston Operators Club and local founders alongside the 186 Ventures team this October to discuss the evolution of our dear software markets, the status of some predictions for 2024 (all looking good!), and what’s on deck for next year. General Partner Giuseppe Stuto led us through the following predictions for 2025 to share with you all.. ↕ We will see more vertical AI applications manifest themselves within the Enterprise in a similar ways that SaaS moved from horizontal to vertical use cases 🔔 We will see services business models more common and software budget purchasing models less common - SaaS may even be given away for cheap/free as a “way in” ⚖ Capital efficiency, on a relative basis, will almost be required to create enduring & compounding defensible enterprise value. Details like procurement cycle lengths and creativity with non-dilutive financing, like leveraging revenue based financing tools for example, will all matter 💡 Specific to AI, premiums will be placed on applications that can actually get “reasoning” right. All purpose LLMs still have a ways to go and there are multiple approaches with the “jury still out” on how to get context and reasoning right. Infrastructure solutions that use general purpose or customizable knowledge graphs to help application developers get to 100% (enterprise acceptable accuracy) will emerge OR savvy application developers will fill the gaps themselves. We will likely see both, depending upon the specific case! Thank you Giuseppe, Julian, and Sophie for a great discussion and evening!
594 Comments -
Jos White
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
20113 Comments -
Vadim Balashov
Per @Crunchbasedata, startup investment globally fell in Q3. At the same time, #AI is clearly ascendant. AI-related startups secured $19B, or 28% of all venture dollars. The decline was led by a decrease in large, late-stage rounds. Investment in younger startups is faring better so far this year #investors #investing #startup #venturecapital #viaduct #viaductventures #tech https://lnkd.in/dVuvVw9j
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Paul Hsu
Vishal Sachdev highlights the strategic integration of open source and proprietary tech in architecting tech stacks, developer ecosystems and resulting business models. The world class companies effectively balance value commoditization in open source and value capture in proprietary tech. This is the strategic challenge for companies operating in #blockchain and #AI. I believe those who operate at the intersection of blockchain *and* AI stand to win this strategic battle...
31 Comment -
Gabriel Jarrosson
Did you know that YC founders get a secret weapon… and it’s not what you think. “Bookface” is YC’s internal social network. It was needed because YC had funded larger batches and the hardest part of a community is knowing who is in it and who you can trust and ask for help. On the platform, founders share real methods and advice that would break if it were shared widely It’s secret knowledge shared with a trust-first community - answering 80% of the questions a founder can have about building and selling a product, be it to clients, candidates or investors. Before the platform, if you had a B2B startup, you had to reach out cold to potential customers. Now there are over 1000 YC companies you can sell your service to and all of their contact information is in Bookface. As a result, YC alumni companies are often over 50% of your new sales during YC. It’s superpowers like this that make YC deals so attractive compared to the norm. You are investing in a founder with a 10x network already!
868 Comments
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