System2

In the world of data, the most valuable insights often come from what stands out — outliers. System2?CEO/Founder?Matei Zatreanu?discusses this in a clip from The System2 Podcast with his guest?Ben Silverman, VP of Research at?Verity, a leading provider of research management software, data, and analytics. Data becomes truly useful when it diverges from consensus, but identifying whether an outlier is meaningful or just noise requires expertise, diligence, and a deep understanding of the data’s nuances. Poor data quality can lead to major pitfalls, especially in investment processes. ?? Watch the full podcast here: https://lnkd.in/g5qvi6xN ?? DM us to learn how System2 can help your fund leverage data for smarter decisions. #AlternativeData #HedgeFunds #DataDrivenDecisions #AIInsights #System2 #Verity

Data leaders often focus on building the best models and infrastructure, but the real differentiator between the great ones and the average ones is being open to everybody. Matei Zatreanu’s latest guest on The System2 podcast is Evan Reich, the Head of Data Strategy at Verition Fund Management LLC, a multi-strategy, multi-manager hedge fund. In this clip, Evan encourages data leaders to respond to emails and take meetings with the people who ask for some time. The smallest input can have a big effect on their lives and lead to great future collaborations. To quote Evan, "Being a jerk is not required." ?? Watch the full podcast here: https://lnkd.in/gd9pUEfY ?? DM us to learn how System2 helps funds make smarter data-driven decisions. #AlternativeData #HedgeFunds #DataStrategy #InvestmentInsights #System2 #Verition

With an explosion of alternative data sources available to investors, funds still rely heavily on traditional research tools like expert networks. Why? Matei Zatreanu’s latest guest on The System2 podcast is, Evan Reich, the Head of Data Strategy at Verition Fund Management LLC, a multi-strategy, multi-manager hedge fund. In this clip, Evan breaks down why knowledge-sharing from industry veterans is still essential. Analysts may have the brains and the drive, but without years of experience, they can lack the deep understanding needed to extract real alpha. The complexity of markets is only increasing, a conversation with an expert is sometimes the key to making sense of the data. ?? Watch the full podcast here:https://lnkd.in/gd9pUEfY ??? DM us to learn how System2 helps funds unlock insights from alternative data. #AlternativeData #HedgeFunds #ExpertNetworks #InvestmentResearch #System2 #Verition #DataStrategy

The alternative data industry has come a long way, and some of the biggest successes weren’t obvious at their start. Matei Zatreanu’s latest guest on The System2 podcast is, Evan Reich, Head of Data Strategy at Verition Fund Management LLC, a multi-strategy, multi-manager hedge fund. In this clip, they discuss providers of alternative data that have evolved in unexpected ways, proving adaptability has been the key to survival. ?? Watch the full podcast here: https://lnkd.in/gd9pUEfY ?? DM us to learn how System2 helps funds navigate the ever-changing data landscape. #AlternativeData #HedgeFunds #DataEvolution #InvestmentResearch #System2 #Verition #DataStrategy

Why all the company apps? In this clip from The System2 Podcast, Tom Grant, VP of Research at Apptopia Inc., tells System2's CEO/Founder Matei Zatreanu that consumer-facing companies urge consumers to download their apps expressly so they can be in their customers' pockets. With everyone's smartphones increasingly acting as an extension of who they are, businesses are leveraging their apps to get their brand in front of people more often and for longer periods while also gaining insights into user behavior. ?? Watch the full podcast here: https://lnkd.in/gqZ6j5r4 ?? DM us to learn how System2 can help your fund leverage alternative data for smarter decisions. #AlternativeData #HedgeFunds #CustomerEngagement #DataScience #System2

In this video podcast clip, System2's CEO/Founder Matei Zatreanu talks to Apptopia Inc.'s CEO/Founder Jonathan Kay and VP of Research Tom Grant about how apps serve as a powerful indicator of customer engagement and potential churn. By tracking in-app activity, companies can detect shifts in user behavior before they impact the bottom line. This insight isn’t just for mobile-centric businesses—every industry is leveraging companion apps to get a clearer picture of its customer base. ?? Watch the full podcast here: https://lnkd.in/gqZ6j5r4 ?? DM us to learn how System2 can help your fund leverage alternative data for smarter decisions. #AlternativeData #HedgeFunds #InvestmentInsights #DataScience #System2

Alex Popan joined System2 a little more than five years ago. Today, we're celebrating the part he plays in making System2 a success. Thank you, Alex! #team #teambuilding #meettheteam #celebrateemployees

Great investing isn’t guesswork - it’s a disciplined process. In this clip from the full, video podcast, System2 CEO Matei Zatreanu and Will Summerlin of Autopilot, a research-driven investment firm, shares his three-part framework for evaluating AI companies: 1?? History – It never repeats, but it often rhymes. Understanding past market cycles helps predict where trends are headed. 2?? Technology – If you don’t understand the tech, you don’t know where it’s going - and which companies have a real edge. 3?? Debate – The best insights come from smart people with opposing views. Listening to their arguments, then weighing the evidence yourself, is key. ?? Watch the full podcast here: https://lnkd.in/gP43nrGx ?? DM us to learn how System2 helps investors stay ahead of the AI curve. #AIInvesting #VentureCapital #AlternativeData #HedgeFunds #System2 #InvestmentStrategy #AIeconomics #AI

AI isn’t just automating tasks - it’s replacing entire categories of knowledge work. Companies like QuilterAI can design circuit boards faster and more efficiently than human engineers, while Bedrock is eliminating the need for ships and crews by automating C4 surveys. In this clip from the full, video podcast, System2 CEO Matei Zatreanu and Will Summerlin of Autopilot, a research-driven investment firm, discuss how AI is transforming industries once thought immune to automation. ?? Watch the full podcast here: https://lnkd.in/gP43nrGx ?? DM us to learn how System2 helps investors stay ahead in the AI revolution. #AIInvesting #Automation #FutureOfWork #AlternativeData #HedgeFunds #System2 #AI #AIeconomics #C4Survey #VentureCapital #System2 #InvestmentStrategy

The splashy arrival of Deepseek raised big questions about how much compute the AI revolution will actually need. The market reacted fast, negatively hitting Nvidia’s stock. But is the panic justified? In this clip from the full, video podcast, System2 CEO Matei Zatreanu and Will Summerlin of Autopilot, a research-driven investment firm, break down why these concerns might be overblown. ?? Watch the full podcast here: https://lnkd.in/gP43nrGx ?? DM us to learn how System2 helps investors separate AI hype from reality. #AIInvesting #Deepseek #ComputeWars #AlternativeData #HedgeFunds #System2 #AIeconomics #System2 #InvestmentStrategy