Chang Kim

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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Want a front-row seat to the frontier of tech? We’ve got the role (or two) for you! We’re expanding our frontier-tech team at Blackbird by hiring a Frontier Tech Investments Associate and Foundry Fellows! Got questions? We've got answers... 1️⃣ What are the roles? 🧪 Associate = a full-time VC investment gig in our Blackbird Investments team, working directly with me. We’re looking for someone with a science and/or engineering background and more curiosity than they can handle. You’ll grow your own investment brand and practice, support our portfolio founders, and will help build Foundry, our early-stage frontier-tech accelerator. ✨ Foundry Fellow = a casual/contract gig in our Blackbird Investments team, ~15h per week for 3 months. The Fellowship is ideal for PhD students and ECRs who want to learn more about startups and VC. You’ll go deep on emerging areas relevant to your expertise (or curiosity!), get a front-row seat to groundbreaking companies in those areas, build out your non-academic network, and develop a solid writing practice. 2️⃣ Why are you hiring? We love frontier tech, and we’re ready to grow our team. 3️⃣ Wow, it’s so great that you’re starting to look at deep tech! Look, we get it: we don’t make a lot of noise about our frontier tech investing. Buuuut we’ve been deep-tech investors since we backed Tim Kentley-Klay to found Zoox back in 2014—we’ve been on incredible journeys with PsiQuantum (building the world's first utility-scale quantum computer right here in Australia!), Inventia Life Science (transforming drug discovery with high-fidelity cell models), Remedy Robotics (surgical robots for remote endovascular procedures), Opto Biosystems (minimally-invasive neural implants to treat cancer), and more. We believe that frontier technologies, and great frontier-tech investing, will be part of the solutions to the greatest problems humanity faces today. 4️⃣ When do applications close? May 31st at 11:59pm AEST. 5️⃣ I have more questions! I’m sure you do! Clare Birch and I are hosting an AMA to answer any and all questions about these roles. Want to know what a week in the life of our team looks like? What’s keeping us up at night? What our ideal candidate looks like? Come along and find out - registration link in the comments 👇 Apply for these roles: Associate - https://lnkd.in/gCfj4EUJ Foundry Fellowships - https://lnkd.in/gj6ATZVZ If you know anyone that we should meet, send me their details! Cameron Elise Ben Andrew Robin Joseph Adelaide James Olivia Lucinda Raghav Jesse Christie Mohamed Tom Amee Pablo Haya Loong Hon Joshua Benjamin Megan Harry Denzil Matthew Diana Daniel Tom Deanna Justin Amar Lilly Stone Thomas

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In this week's episode of the Mobile Dev Memo podcast, I speak with notable X personality Trung Phan about the evolving social media landscape, and how to tame the mayhem and pandemonium of X. https://lnkd.in/dVHMzbui

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One of my proudest moments as an investor occurred today as Alaffia Health announced its series A because it shows how the Aperture® Venture Capital vision of multi-level, multi-generational #impactinvesting is succeeding in the marketplace. Here’s the model in its most basic form : ✅As diverse fund managers with meaningful capital to allocate, we are changing the VC landscape every day just by doing our day jobs. ✅As Black/Brown investors with ~40 years experience collectively, Aperture GPs have access to talent /excellence that others do not, so our portfolio *organically* is more inclusive by race, gender and geography even while optimizing for financial outcomes (all about the alpha). ✅Our most successful portco’s are using financial #innovation to solve market problems that impact underrepresented demographics and underserved communities. Alaffia Health is a shining example of the impact portion of our overall fund thesis, and we couldn’t be prouder of TJ Ademiluyi and Adun Akanni, MPH, PMP - the dynamic brother-sister founder duo whose vision we have steadfastly supported on their journey. Congratulations to TJ and Adun from William Crowder and myself, as well as the whole Aperture team- Marjorie King Philip McKenzie Yves Louis-Jacques Tanvi Lal Michelle Dhansinghani Lisha Bell Katie Kelly Amy Chung Cindy Chong, CFA Brian Fernandes-Halloran Monroe France Jayden Pantel Darren Herman Evan Wladis Neal Triplett Thomas Scriven Peter Ammon Irina Bit-Babik Tim Milanich Rob Rahbari

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Just shipped this week's Diaspora.nz podcast with Paul Copplestone, founder & CEO at Supabase. We talk about: ⚡️why open source is an unfair advantage — as a product development strategy, supercharging recruiting, and helping build customer community. ⚡️how they are building the end-to-end tech stack for AI startups — seeing many customers grow into the millions of users in just weeks, growing to be one of the most tagged products by makers on Product Hunt + most redeemed Y Combinator “perks.” ⚡️raising $116M, and scaling to ~80 people in 30+ countries over the past 4.5 years, operating as a distributed + asynchronous team. ⚡️building three startups over nearly a decade living in South East Asia. Subscribe + listen links in comments below👇 Subscribe at diaspora.nz for weekly episodes 🎧👈

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We are thrilled to announce that TurboDocx has successfully closed its Angel funding round, raising $75,000. This significant milestone marks a leap forward in our journey to revolutionize smart and modular document and slide deck creation, accelerated by AI. A heartfelt thank you goes out to our friends, family, early supporters and everyone that believes in our vision. Your support is not just appreciated-- but a strong vote of confidence in our mission to innovate and transform how business document creation is created. What does this mean for TurboDocx? We're reinvesting it into the business: - Focusing on Partner/Client Needs - Understanding and addressing the evolving needs of our users remains our top priority. We're here to build not just a product but a solution that truly makes a difference. - Enhanced Solutioning - We're more committed than ever to developing solutions that set new benchmarks for efficiency, re-usability, and innovation has never been stronger. - Innovation, Partner, and Channel Growth - Our investment team and advisors primarily consists of go-to-market (GTM) and implementation professionals that have already provided invaluable guidance on scaling our overall growth. Looking ahead: As we celebrate this achievement, we're mindful that fundraising is not the end goal but a milestone --a means to an end-- to build out a well oiled machine. We're excited to leverage this opportunity to further our mission, drive innovation, and exceed the expectations of our users and partners. With this said - If you'd like to be part of this exciting journey, please reach out! Stay tuned for updates, join our growing community, and let's reshape the future of document and slide deck creation together. -Nicolas https://lnkd.in/e4CGrUVB

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Comprehensive #Seed VC Contact Database. Access a list of over 1,250 venture capital firms, 7,400+ VC professionals (including partners and principals), and 6,400 email addresses. https://payhip.com/b/cs7UQ #startup #startups #vc #venturecapital #investmentbanking #privateequity #managementconsulting #b2b #founders #entrepreneurs

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What a week this has been for innovative companies in Seattle (first Smartsheet and now OctoAI). Today NVIDIA made public the news that they have acquired Madrona portfolio company OctoAI. Partnering with the founders since Day 1 (ok Day -1) has been one of the greatest experiences of my life. Luis Ceze, Jared Roesch, Tianqi Chen, Jason Knight, Thierry Moreau and Carlos Guestrin were all involved in the research and insights that helped create the TVM open source technology at the University of Washington computer science school and then the creation of OctoAI back in 2019 to drive commercial impact with this technology. From sorting out the terms of the original "pre-seed" round over a bottle of Caymus Vineyards wine to helping Amazon Web Services (AWS) understand the dynamics around the open source movement in Applied AI to learning our way in to product-market fit with the BEST inference optimization service available (OctoAI can help customers find their optimal fit of performance, customization, and cost), OctoAI has been the best! The company has helped set the table for AI-driven innovation for the years ahead and they will be a perfect compliment to the many capabilities at Nvidia. Luis, his leadership team, the board (including Carlos Guestrin Lip-Bu Tan and Mike Dauber) and so many "friends of OctoAI" know what a motivated, talented and authentic group of people are associated with this company. It is inspiring to see an acquisition at a total deal value of over $250 million in this highly dynamic and fast-moving phase of AI disruption. It is even more exciting to anticipate what will be possible with innovations powered by AI models and related technologies in the years ahead. Madrona has been investing in Applied AI for over a decade and we truly believe that we are just getting started! One of the hardest judgement calls as an investor and board member is to assess the benefits and risks of selling a company at a key inflection point in the journey. Nvidia made a compelling case that the impact for the OctoAI team and technology would be maximized within the market leader for AI infrastructure. I will be rooting every day that they all maximize this impact in the months and years ahead!

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Insightful breakdown from my great Partner Omri Amirav-Drory on the simple factors that really separate the top 1% of investors from the rest, and how more operators should become investors! https://lnkd.in/gEiZdT2h

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Proud to have supported Wander in securing their recent $1M extension seed round! 🚀 This achievement underscores a crucial lesson in startup growth: success in follow-on funding rounds demands strategic thinking and unwavering dedication to hitting key milestones. Wander's team, led by the visionary AJ Brau, has exemplified this perfectly. Their journey from concept to a global, AI-enhanced interactive mapping platform is a testament to the power of customer-centric innovation and persistent execution. It's been a privilege to guide them through our Value Creation program, helping translate potential into a robust, actionable strategy. To aspiring entrepreneurs: remember, each funding round presents unique challenges. While initial rounds often focus on your idea, vision, and promises, follow-on rounds require solid achievements and compelling arguments supporting your actual execution. Key points to consider: 1. Expect your initial plan to evolve; investors understand that perfect 1:1 execution is rare. 2. Be prepared to showcase your decision-making process and how you've adapted to challenges. 3. Governance and operational mechanics will be scrutinized more closely in later rounds. 4. Focus on creating tangible value, hitting your targets, and effectively communicating your progress and learnings. Remember, each round is an opportunity to prove your ability to execute and adapt. The capital will follow well-executed strategies and demonstrated results. Congratulations to AJ and the entire Wander team! Your hard work is paying off, and I'm excited to see where this new funding takes you. Read more about Wander's journey and innovative approach here: https://lnkd.in/dE-9n8_2 #StartupSuccess #VentureCapital #TravelTech #Innovation #ValueCreation #Utah #Advisor

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On this episode of Building Jam w/ Retool + ex-Stripe eng leader Tamar Ben-Shachar: 1. How to get out of fire-fighting mode and back to proactive engineering 2. Slowing down short term to add observability to move faster long term 3. The importance of aligning on what does "Done" mean on your team 4. Why the best dev teams are good at saying no 5. What are the best engineering interview questions to ask Hope you enjoy the episode! YT link below

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📈 Curious about the startup scene in Massachusetts? Explore our detailed funding list featuring startup names, HQ locations, and investor info. Perfect for investors and entrepreneurs alike! Check it out: https://lnkd.in/dAp3xj-Q #startup #startups #venturecapital #funding #vc #managementconsulting

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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 Gartner Mike Chalfen Hussein Kanji Kirsten Connell https://lnkd.in/eh8mhcJb

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Are you looking to break into VC / PE / being a CEO? Are you frustrated at job applying process? Do you want to surround yourself with the best and brightest and build a network that includes investors, 10x founders, and other hellbent on changing the world? Do you run a start up that needs some hypergrowth? The job market has changed, applying for jobs is dead, its all about creating jobs via entrepreneurship or possessing executive skills to create a job at a company. Come join us at IOTA Labs MBA bootcamp; a donation based month long part time, program that puts infront of VC/PE deal flow with the intention that if you can follow the program, you will be contributing to large deals and getting paid for the work. The point of this program is to rapidly convert highly motivated individuals to high performing executives by surrounding them with the training, network, and skills they need to be successful @ IOTA or beyond. With training from tenured product manager @ Google, VC Fund managers, investors, 10x founders, CxOs (15+ at GM, Salesforce, Accenture), legal experts, and other subject matter experts https://lnkd.in/eSgHkB9u Seats will fill up fast just as an FYI , do please repost this so we can help as many people as possible.

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How to pitch: The company has zero traction —> “We’re early” You only have 2 customers —> “We’re working with design partners” You currently have no revenue but hoping some pipeline finally closes —> “we’re on track to exit this year at $3M ARR” You’re in the natural kill zone of a FAANG —> “We view them as partners rather than competitors” There’s no way the tech can actually work —>“We’re manifesting the future” And of course: One of your developers uses Co-Pilot to write some front end code —> “We’re an AI company”

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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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As we dive into 2024, the Series A fundraising landscape is becoming increasingly daunting. Investment standards are soaring, and fewer startups are making the cut. Series A investors are finding many seed stage companies too premature. The median valuation jump from seed to Series A skyrocketed from $19.5 million in Q1 2022 to $28.7 million in Q1 2024. Investors now demand stronger revenue performance, targeting $2 million to $3 million in ARR, up from $1 million to $2 million. Alarmingly, only 12% of Q1 2022 seed startups secured Series A funding within two years, down from 31.8% in Q1 2020. #venture #earlystage #seedtoseriesa #seed #seriesa #inspireglobalventures https://lnkd.in/gW4bkcNy

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Hiring alert! One of our newest MKT1 portfolio companies is hiring a founding marketer. nodaFi is vertical SaaS that understands a wedge-in strategy. The team is scrappy and values marketing--and really understands their ICP - facilities managers. If you're based in the Bay Area and interested in helping bring a tech-first approach to an industry that operates with pen & paper, take a look. The founders are awesome (cc Jacob Pandl & Michael Loyda) JD link in the comments.

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Orb (#uncorrelated) raised $25M to continue building their pricing and billing platform that lets companies automate a range of different billing modes e.g., usage-based, subscriptions, or a mix, marry analytics and billing, collect and meter product usage data, invoice customers, generate revenue reports, draw on product usage insights to find revenue opportunities, model out alternative pricing plans (thus enabling experimentation), orchestrate changes in real time, schedule future price changes for certain customer cohorts or contract renewals, directly embed draft invoices into product billing portals, surface past-due invoices, and recover failed payments automatically. "Orb gives companies a single source of truth that can connect every unit of product usage to revenue. We’ve found a particularly strong fit in AI, cloud infrastructure, fintech, and dev tools, and have seen most of our growth come from those verticals.” Orb’s revenue grew 5x in the past year, and the customer base tripled to include brands such as Vercel, Replit, Pinecone, and Perplexity. https://lnkd.in/gYh4y2tg

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