
Ensemble VC Launches Comprehensive AI Tool to derisk venture capital investments, With Partners Ranging From Sand Hill Road VCs to Silicon Valley's Top Lawyers
AUSTIN, Texas--(BUSINESS WIRE)--Ensemble VC has developed and deployed a comprehensive system to derisk venture capital investments, with partners ranging from Sand Hill Road VCs to Silicon Valley's most respected law firm.
Ensemble co-founder and data scientist Gopi Sundaramurthy spent five years developing 'Unity,' which ranks prospective portfolio company teams based on hundreds of objective data points.
Unity then ranks teams — including teams with first-time founders — according to their likelihood of commercial success. Unity can then also help portfolio companies build teams with people most likely to excel in their roles, whether in biomanufacturing, machine learning engineering, downstream processing, go-to-market strategy, marketing and communication, HR or other functions.
'Leading venture capitalists are betting their limited partners' money on AI entrepreneurs. But the VC industry, for the most part, hasn't used AI itself to improve performance across all three major functions of its own industry — sourcing, selecting and servicing portfolio companies,' said Dr. Gopi Sundaramurthy, co-founder of Ensemble VC, former Head of Data Science at the Kauffman Fellows VC Fund, and the first data scientist at IBM Watson Health. 'We decided to tackle the trifecta.'
VC firms Draper Associates, Boost, Overmatch and others are already collaborating with Ensemble to use the tool, which can be trained on specific investment niches — from SaaS to military tech, fusion and space exploration. And Silicon Valley's preeminent law firm, Wilson Sonsini, is also using Unity to assess which startup clients to pursue.
'No matter how vast your network, human constraints always limited your network and thus your deal flow and potential,' said Tim Draper, the third-generation VC and founder of Draper Associates (formerly DFJ), Draper University, and the hit TV show, Meet The Drapers. His investments include Baidu, Hotmail, Tesla, SpaceX, AngelList, SolarCity, Ring, Twitter, DocuSign, Coinbase and Robinhood. 'Unity helps eliminate the human constraints.'
Derisking VC
Unity scrapes millions of points on the Internet — from yesterday's X posts and SEC filings to alma maters, obscure details on LinkedIn, and stock performance on secondary markets — to assess founders, team members and anyone else on an early-stage team.
Ensemble's system instantly generates navigable market maps, tracking deep networks of investors, employees, and founders as they move across industries. Unity searches dynamically — by investor, company, geography, and sector — ensuring that the firm doesn't miss entrepreneurs or their seed-stage, high-performing startups simply because they don't yet fit pre-existing patterns.
Unity also tracks where talent is moving. The data platform provides a real-time view of technical talent flow, anticipating industry shifts before they materialize. This combination of direct technical experience and proprietary data insights gives Unity users an unmatched ability to spot and back the best companies before the market catches up.
About Ensemble VC
Ensemble VC is an early-stage investor based in Austin, TX. The firm takes a product-centric approach to investing, leveraging the firm's comprehensive data platform to intelligently and scalably support founders. Ensemble invests early in highly technical emerging technologies that span from AI to defense technology. For more information about Ensemble, please visit www.ensemble.vc
Hashtags

Try Our AI Features
Explore what Daily8 AI can do for you:
Comments
No comments yet...
Related Articles

Yahoo
33 minutes ago
- Yahoo
Facebook chatbot shares boomers' relationship questions with the world
Facebook users are accidentally sharing legal woes, relationship dramas and health problems with the world after failing to realise that a chatbot they were speaking to was making the messages public. Internet users have publicly disclosed potentially embarrassing information or private personal details in conversations with an artificial intelligence (AI) app built by Meta. While the messages do not appear to have been meant for the public, dozens of posts have been shared on Meta AI's public 'Discover' feed. In one post seen by The Telegraph, a user asked the chatbot to write a character reference ahead of a court hearing, giving their full name. 'A character letter for court can be a crucial document,' Meta's chatbot said. 'To help me write a strong letter, can you tell me a bit more.' The person posting replied: 'I am hoping the court can find some leniency.' In another, a man appears to be asking for advice choosing between his wife and another woman. Others users shared long, rambling voice notes. Mark Zuckerberg's company launched its standalone Meta AI app in April. On it, users can speak to the company's chatbot, asking it questions in a manner similar to OpenAI's ChatGPT. Public sharing of conversations is not turned on by default, and users have to log in and confirm that they want to publish a conversation. However, many of the posts suggest users are unaware that their conversations have been aired in public. It suggests people may have opted to publish their conversations without fully realising what they were doing. In a post on X, Justine Moore, a partner at venture capital firm Andreessen Horowitz, said: 'Wild things are happening on Meta's AI app. The feed is almost entirely boomers who seem to have no idea their conversations with the chatbot are posted publicly.' In other shared conversations, users appeared to confuse Meta AI for a customer service bot, or asked it to provide technical support, such as helping them to log in. One chat begins: 'Dear Instagram Team, I am writing to respectfully request the reactivation of my Instagram account.' When it launched Meta AI, the tech company said its public feed was intended as a 'place to share and explore how others are using AI'. It said: 'You can see the best prompts people are sharing, or remix them to make them your own. And as always, you're in control: nothing is shared to your feed unless you choose to post it.' Technology giants have been aggressively pushing AI features despite fears that the tools are leaving social media filled with so-called AI 'slop' – nonsense images and conversations generated by bots. AI chatbots have been involved in a series of blunders. A Google chatbot last year told its users it was safe to eat rocks. In 2023, a chatbot from Microsoft went rogue and repeatedly expressed its love for users. Meta was contacted for comment. Broaden your horizons with award-winning British journalism. Try The Telegraph free for 1 month with unlimited access to our award-winning website, exclusive app, money-saving offers and more.


Forbes
40 minutes ago
- Forbes
9 Smart Ways To Use AI To Boost Your Personal Brand
Photo credit getty Now more than ever, your personal brand is your most powerful career asset. It's not just about image or reputation; it's about aligning your visibility with your values, goals, and personality so you can thrive professionally while staying true to who you are. Your brand helps you make meaningful connections, attract new opportunities, and position yourself for lasting success. In today's competitive world of work, personal branding isn't a nice to have, it's a career necessity. Thanks to AI, building and managing your personal brand has never been easier. Use AI strategically across all three phases of the personal branding process: KNOW (uncover your brand), SHOW (tell your story), and GROW (expand your visibility and value) to accelerate your success while staying true to the real you. Use these techniques to leverage AI to support and supercharge your branding activities across each phase of the journey. This first phase of the process is the most important. It's the foundation for everything else. You can't promote what you haven't defined. AI can help you gain brand clarity and understand how others perceive you. With a solid understanding of your brand, you can craft your authentic personal brand statement. AI tools like ChatGPT, Grammarly, or online brand audits can analyze your LinkedIn profile, website, and social content to identify key themes, tone of voice, and how your brand is currently being communicated. Are you consistent? Do your values come through? Is your tone aligned with who you are and your professional goals? Let AI be your virtual brand coach. You can use AI to review your resume, past performance reviews, or project summaries and extract recurring themes. Use this prompt: What are the patterns in my work that show where I excel? Then, group those into 3-5 personal brand messages. These will serve as the backbone of your communications. Once you know what makes you stand out, use AI to help craft a relevant personal brand statement. Input what you learn about yourself, your current resume, and the consolidation of feedback from others, and ask your favorite AI tool to craft an authentic, differentiated, and compelling statement about you. After you receive a response, refine until it feels perfectly aligned with who you are and where you want to go in your career. Your personal brand statement serves as a reminder of your unique promise of value. Once you're clear on your brand, it's time to express it. The SHOW phase of the personal branding process is about visibility, consistency, and connection. AI can help you translate your identity into powerful communication tools that share your story across online and real-world platforms. AI can help optimize your Headline and About content to reflect your brand and convey your differentiation. Ask it to rewrite your About using your tone and keywords. Add in what you learn about yourself from the KNOW phase. Then, refine it to feel natural, captivating, and strategic. The great thing about an elevator pitch is that you deliver it in real-time, either in person or via your computer screen. Unlike your LinkedIn About, which is the same for everyone who reads it, you can customize your elevator pitch to be perfectly relevant to the person or people you're meeting. Share your current elevator pitch with your favorite AI tool, then ask to refine it for the specific scenario and people you seek to impress. Whether you're speaking at a professional association meeting and publishing an article (things you will be doing in the GROW phase), make your accompanying bio or byline bespoke. Use AI to fine-tune it, making it perfectly on target for the content, audience, and platform. This phase is about expanding your reach, sharing valuable content, and establishing yourself as a thought leader known for your ideas and expertise. AI can help you create consistent, meaningful content that keeps your brand top of mind. Struggling with what to say online? Use AI as your muse to help brainstorm post ideas, headlines, or even full article outlines based on content related to your area of expertise. Prompt it with: 'Please give me 10 (clever, funny, differentiation, actionable…) LinkedIn post ideas for an HR executive who focuses on authenticity and leadership development.' You'll have three months' worth of content that you can edit and post in minutes. Not sure what to comment on someone's post? AI can help you generate thoughtful, on-brand comments and questions that keep you engaged in a real (and efficient) way. It can also help you write personalized outreach messages for networking, partnerships, or collaborations, and for your custom LinkedIn connection requests. To build your brand, you don't always need to be in content creation mode. Use AI to reframe existing content into multiple formats — a social media post, an email, or a video script. You can ask: 'Please turn this blog post into a LinkedIn carousel with a call to action for professional services leaders.' AI helps you scale your message without reinventing the wheel. Personal branding is no longer optional. It's how you stand out, stay relevant, and build a career that reflects who you truly are. Fortunately, AI makes personal branding easier and more accessible than ever. From uncovering your voice to showing up with clarity to growing your influence strategically, AI can be your brand-building co-pilot. The key is to establish the habit. These nine strategies are just the beginning. As you get more comfortable using AI tools, you'll find new, creative ways to amplify your impact and expand your brand. William Arruda is a keynote speaker, author, and personal branding pioneer. Join him as he discusses clever strategies for using AI to express and expand your brand in Maven's free Lightning Lesson. If you can't attend live, register to receive the replay.


Forbes
an hour ago
- Forbes
‘MindsEye' Promises Huge Fixes As Its Playercount Flatlines
MindsEye MindsEye is quickly becoming a cautionary tale including lessons like 'talent doesn't mean results' and 'combative execs do harm,' but the game is attempting to salvage its disastrous launch with an announced plan for fixes. On Twitter this morning, MindsEye published a lengthy blog post about its current priorities that mainly revolve around performances and bug fixes. An excerpt: The way the game performs and its litany of bugs are only part of its problems, however, another fundamental one being that the game simply is not good, and there's no patch for that. The last 24 hours has brought situations like streamers cracking up while attempting to deliver a sponsored pitch for the game, or major streamers seeing their #ad deals scrapped by the publisher minutes before they were supposed to play. FEATURED | Frase ByForbes™ Unscramble The Anagram To Reveal The Phrase Pinpoint By Linkedin Guess The Category Queens By Linkedin Crown Each Region Crossclimb By Linkedin Unlock A Trivia Ladder While you may understand why after all the work to build the game, MindsEye devs do not want to give up on it, it feels far too late to salvage. It did not have a strong launch, peaking at just 3,300 concurrent players on Steam, keeping in mind this is a game from a guy who was a lead on the GTA series for years upon years. But after that launch (and a number of refunds), the playercount is already starting to flatline. Literally: MindsEye It lost around 60% of its players by just day two, and looks to be even lower today as the heartbeat slows and likely will stop soon enough here. It's a miss. I've seen games that can forge a path to redemption but this is just not going to be one of them. This isn't Cyberpunk 2077 where a game anticipated for a decade arrives with 10 million sales and early problems kick the studio into high gear to fix everything. This is a game barely anyone played that no one will give a second look at after this week, patches or no. Follow me on Twitter, YouTube, Bluesky and Instagram. Pick up my sci-fi novels the Herokiller series and The Earthborn Trilogy.