The Emerging VC

Here is a step-by-step and signal-by-signal guide to building your own AI-powered deal sourcing engine from scratch.   Pre-2022: VC deals came either inbound or outbound.   Post-2022: VC deals come either inbound, outbound or from AI-detected signals.   Deal sourcing is becoming a technological competition in the race to find and connect with top startups.   Firms are using AI to scrape and filter data that will point them to new relevant deals for their firms.   If you are an emerging VC, you want to be thinking about how you can use technology to stay ahead in your deal sourcing capabilities.   That's why I am giving you the blueprint to help you build your own AI-powered deal sourcing engine from scratch.   Step 1: Connect to signals Here are 14 publicly available data points that indicate a founder is forming or a startup is emerging. These fall within 5 broad categories.   👉 Formation signals → New company registration → Stealth role added to professional profile → Position departure with no announced next step 👉 Intellectual property signals → New patent filing → Grant awarded → Research paper published 👉 Builder signals → New GitHub repository opened → GitHub activity spike → Hackathon finalists → Product Hunt launch → App store launch 👉 Intent signals → Co-founder search posted publicly → Domain registration 👉 Social graph signals → Investor interaction detected   Step 2: Triangulate to separate noise from signal There is not one single signal you can track which will surface all the best deals for you. You need to be tracking multiple. Think about it, a patent filing could be defensive. A domain registration could be a side project. What you are looking for is a cluster: multiple signals from the same person or entity in a short window.   Step 3: Filter for thesis fit Once you have a list of active signals and deals start trickling in, you need to run them through your firm’s investment criteria i.e. the stage, sector, geography and/or founder profile your fund invests in. That way you are separating relevant signal and relevancy for your firm from noise.   How long does this take to build? A useful internal version tracking enough of the above signals could take 3–6 months depending on the level of time, skill and resource is available within your VC firm. A broader system covering most of these signals could take 6–12 months, with ongoing maintenance and data costs.   So you can definitely build this.   But it's a lot of work.   If you are up for the challenge great, otherwise,   Evertrace have already built all of this. Their entire focus is surfacing deals faster than anyone else, and they are regularly adding new signal types to the platform.   Check them out.

Your startup can be sitting in a VC's pipeline before you have ever spoken to that fund, and in many cases before you have told anyone you are building something.  In this Value Partners conversation, Antonios Ilias speaks with Myrto Lalacos, Founder of The Emerging VC, about what investors can now see, which includes patent filings, company registrations, LinkedIn role changes, grant recipients, people publishing research and even who has recently started following whom.  Her advice to founders is that there is no useful middle ground, so you either keep your signals to a minimum and run the raise on your own terms, or you leave enough of the right ones, your sector, your stage, what you are solving, so the tools can match you to a fund whose thesis actually fits.  Watch the episode: https://lnkd.in/eChCr7kY   #ValuePartners #VentureCapital #EmergingManagers #Fundraising #StartupFunding #TECSLens #TECSCapital 

Venture studios are becoming a central pillar of the innovation and venture ecosystem. Some cohorts of studios have delivered roughly 2x the IRR of traditional benchmarks and around 33% faster exits. AI is also changing how quickly these startup factories spin out companies, letting them test and validate far more ideas than they could a few years ago. More studios are now launching their own investment vehicles to build on that success. The Global Venture Studio Innovation Half Day is a live online mini-conference on the latest trends in venture studios and studio funds, and where the ecosystem is heading next. Thursday 29 October, 8 to 11am PT / 4 to 7pm CET. Register through the event below. What we'll cover: → How venture studios and studio funds work → The global state of play and latest trends → The LP case for venture studios within early-stage venture → Co-investing and diligence-sharing between VCs and studios → How founders use the studio model to launch companies → The influence of AI on the studio sector → Where the studio ecosystem is heading, from the people building it The speakers: → Neal Ghosh of 9point8 Collective on the state of venture studios in 2026 → Henk Kok of Xablu Venture Studio and Teija Bean of Forum Ventures on how AI is changing validation and kill decisions → Michael van Lier of Builders on what an AI-native studio looks like in practice → Sarah Adams Anderson of Vault Fund on what LPs look for in a studio fund → Former NFL linebacker Jason Phillips on why he backed a venture studio fund as an LP → Shabab Saad of CarboMat Inc. on when a studio makes sense for a deep-tech founder → Emad ElShawa of Shepherd AI on building his company inside a studio Who should attend: → Emerging GPs and venture studio founders, from first-time builders to those with a decade of operating history → Operators, ex-founders and domain experts considering becoming a studio founder, LP or advisor → LPs considering a first allocation to venture studios, including family offices, operator LPs and high-net-worth investors → VCs interested in co-investing with studios Hosted by Myrto Lalacos (The Emerging VC), Vineet Shah (8 Clockwise) and Vish Rao Dumpeti (Forward Share Ventures). Thursday 29 October, 8 to 11am PT / 4 to 7pm CET. Register through the event below.

Vineet Shah, Managing Director at 8 Clockwise, is co-organizing and moderating the Global Venture Studio Innovation Half Day. Vineet spent close to two decades in corporate strategy and sales leadership at industrial companies including Honeywell and Caltrol, an Emerson Impact Partner. He built a venture studio and launched 8 Clockwise, a VC firm investing in deep tech, hardware and industrial IP. That path gives him both sides of the conversation: building companies as a studio operator, and backing them as a fund manager. On the day, he moderates: → The panel with Henk Kok of Xablu Venture Studio and Teija Bean of Forum Ventures on the AI-accelerated studio → A fireside chat with Emad ElShawa of Shepherd AI on building a company inside a studio → A conversation with Shabab Saad of CarboMat Inc. on how studios and VCs work together on deep tech For studio founders and operators, emerging GPs, and corporate innovators looking to partner with studios. Thursday 29 October, 8 to 11am PT. Live online. Scan to find out more and register. Co-hosted with Myrto Lalacos of The Emerging VC and Vish Rao Dumpeti of Forward Share Ventures. #venturestudios #venturecapital #fundmanagers

Vish Rao Dumpeti, Managing Partner at Forward Share Ventures, is co-organizing and moderating the Global Venture Studio Innovation Half Day. Vish spent two decades building products at scale. At Spotify, he built Ad Studio from scratch. At CLEAR, he launched new verticals that scaled to more than 100 million identity uses. He also led product at Yahoo, WeWork and Justworks. Along the way, he founded two startups of his own and has seen what it takes to get a company from idea to product-market fit. Today he runs Forward Share Ventures, an AI-native studio that co-builds companies with domain experts, alongside a capital arm investing at pre-seed and seed. On the day, he moderates: → A fireside chat with Michael van Lier of Builders on AI-native venture studios → A fireside chat with Shabab Saad of CarboMat Inc. on when a studio model makes sense for deep-tech founders For operators and domain experts considering building with a studio, studio founders, and emerging GPs. Thursday 29 October, 8 to 11am PT. Live online. Scan to find out more and register. Co-hosted with Myrto Lalacos of The Emerging VC and Vineet Shah of 8 Clockwise. #venturestudios #venturecapital #fundmanagers

Teija Bean, Head of Product at Forum Ventures, is speaking at the Global Venture Studio Innovation Half Day. Since 2022, Teija has led product design across 17+ companies built inside Forum Ventures' AI Studio. The studio co-builds AI-native B2B companies with domain-expert founders from day zero, backed by a $20M fund to launch 30 companies across North America. Before Forum, she spent a decade across design and technology, from capital markets technology at BMO to head of design and creative director roles at venture firms. Her work sits at the highest-risk point of company creation: turning a domain insight into a product customers will pay for. She joins Henk Kok of Xablu Venture Studio on the panel The AI-Accelerated Studio: Faster Validation, Sharper Kill Decisions, Better Companies, covering: → How AI helps studios test ideas faster and gather stronger customer evidence → What separates a commercially viable spin-out from one that stalls → How firms already running funds or accelerators can add a studio model For operators and domain experts who want to build with a studio, studio founders, and corporate innovators partnering with studios. Thursday 29 October, 8 to 11am PT. Live online. Scan to find out more and register. Hosted by Myrto Lalacos of The Emerging VC, Vineet Shah of 8 Clockwise and Vish Rao Dumpeti of Forward Share Ventures. #venturestudios #venturecapital #fundmanagers

Emad ElShawa, Founder & CEO of Shepherd AI, is speaking at the Global Venture Studio Innovation Half Day. Emad spent years in senior operating roles at startups including Fundbox, Counterpart and Capstack Technologies. In 2025, he launched Shepherd out of Forum Ventures' venture studio: an AI-native law firm giving startups faster, fixed-price legal support. Shepherd pairs experienced attorneys with AI, in a sector where trust and accountability matter as much as speed. He has seen company building from both sides: scaling startups as an operator, and founding with a studio behind him from day one. His fireside chat, Why I Built My Company Inside a Studio: Lessons from Launching Shepherd AI, covers: → What the studio provided in the first months, from product to operations to network → How founders keep ownership of their vision while building with a studio → How a studio-built company approaches its first raise For operators and domain experts weighing whether to found with a studio, studio founders recruiting CEOs, and corporate innovators. Thursday 29 October, 8 to 11am PT. Live online. Scan to find out more and register. Hosted by Myrto Lalacosof The Emerging VC, Vineet Shah of 8 Clockwise and Vish Rao Dumpeti of Forward Share Ventures. #venturestudios #venturecapital #fundmanagers

Sarah Adams Anderson, Founding Partner at Vault Fund, is speaking at the Global Venture Studio Innovation Half Day. Sarah founded Vault Fund in 2021 as one of the first funds dedicated to investing in venture studios. Before that, she ran The Cintrifuse Syndicate Fund, a $100M+ fund of funds backed by corporates including P&G and Kroger, investing in VC firms such as Greycroft, Lerer and Madrona. Earlier, she was a Vice President at J.P. Morgan and an investment banker at RBC. At Vault, she has backed both studio funds and holdco structures, and famously asks every studio for a written liquidity plan before investing. Her keynote, What LPs Look For in a Studio Fund, covers: → How LPs assess structure, ownership and fund economics in a studio → The operational proof a studio needs to show before LPs commit → What a credible path to liquidity looks like For studio founders and emerging GPs raising a studio fund, and family offices and HNWIs weighing a first studio allocation. Thursday 29 October, 8 to 11am PT. Live online. Scan to find out more and register. Hosted by Myrto Lalacos of The Emerging VC, Vineet Shah of 8 Clockwise and Vish Rao Dumpeti of Forward Share Ventures. #venturestudios #venturecapital #fundmanagers

Shabab Saad, CEO & Co-Founder at CarboMat Inc., is speaking at the Global Venture Studio Innovation Half Day. Shabab is a chemical engineer with more than a decade in advanced materials. In 2022, he spun CarboMat out of the University of Calgary to turn oil sands waste into lower-cost carbon fiber and battery materials. Since then, CarboMat has graduated from Creative Destruction Lab Rockies, won Phase III of the Carbon Fiber Grand Challenge and secured $4.1M in non-dilutive funding from Emissions Reduction Alberta and Alberta Innovates. More recently, Carbomat has also partnered with venture studio 8 Clockwise to accelerate commercialization. His fireside chat, From Lab to Company: A Deep-Tech Founder's View on When a Studio Model Makes Sense, will cover: → When a studio makes sense for a deep-tech founder, and when to go it alone → How to combine grants, studio support and equity → How to structure a university spin-out so it still works for VCs later For domain experts and researchers considering a studio route, deep-tech studio founders, and corporate innovators partnering with studios. Thursday 29 October, 8 to 11am PT. Live online. Scan to find out more and register. Hosted by Myrto Lalacos of The Emerging VC, Vineet Shah of 8 Clockwise and Vish Rao Dumpeti of Forward Share Ventures. #venturestudios #venturecapital #fundmanagers