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San Francisco, California, United States
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19K followers
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19K followers
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Darian Shirazi shared thisDarian Shirazi shared thisJoin us in recognizing Delta's Rising Investors of 2026! 🎉 Congrats to the investors our community nominated as truly exceptional at the early stage. Angels, emerging fund managers, and established names alike, recognized for their track records, the depth of their writing, and their presence in the technical community. These are the people who cut through the noise, back the right companies early, and show up as real partners to the founders they work with. https://lnkd.in/e_aZ3QJv
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Darian Shirazi shared thisDarian Shirazi shared thisI am very happy to announce that Mercado Libre has just taken a meaningful step in deepening our involvement wit the AI startup ecosystem in Silicon Valley. We have officially joined Gradient's oversubscribed $220M Fund 5 — marking our debut as a Limited Partner in an investment fund. Really looking forward to the partnership with Darian Shirazi and the whole Gradient team. AI has been the backbone of our growth for over a decade, embedded in everything we do — from personalizing the user journey to fraud prevention and credit assessment. This investment gives us early visibility into the pre-seed and seed-stage global startup ecosystem, and a front-row seat to the next wave of AI innovation. Gradient's focus on reinvented B2B applications, AI agents, and the development stacks that support large enterprises building AI in-house closely mirrors our own priorities in personalization, automation, and scalable infrastructure. AI innovation is a global phenomenon — and Latin America has become one of the top regions for adoption of new AI tools and products. Bridging Silicon Valley's startup ecosystem with Mercado Libre's platform and data at scale is exactly the kind of strategic bet we want to be making. To know more about this, checkout this article in @Epoca Negocios in Brazil: https://lnkd.in/dp26WqeV #AI #Gradient #MELIMercado Livre anuncia investimento em fundo de venture capital do Vale do Silício especializado em IAMercado Livre anuncia investimento em fundo de venture capital do Vale do Silício especializado em IA
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Darian Shirazi shared thisCongrats Sona on raising a $45M Series B from N47! We seeded the company when it was just an idea and it’s so amazing to see dozens of enterprise hospitality and frontline operations use Sona’s AI workforce automation solution daily. 🚀🎉 https://lnkd.in/gNMWJS3aExclusive: Workforce planning startup Sona raises $45M Series BExclusive: Workforce planning startup Sona raises $45M Series B
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Darian Shirazi reposted thisDarian Shirazi reposted thisLambda is one of @FastCompany's Most Innovative Companies of 2026. We built the SuperIntelligence Cloud for the teams solving the hardest challenges in AI. Read more: https://lnkd.in/e-M4rAzY #FCMostInnovative
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Darian Shirazi reposted thisDarian Shirazi reposted thisHad a great conversation recently with Cristian Raygoza from Rho, sharing what we’re seeing at Gradient in the agent market and where real moats are forming. What matters isn’t just what agents can do in isolation, but how well they perform within complex, real-world workflows and constraints. We chatted about: - Agents are still ~2 years away from replacing traditional RPA. The bottleneck isn’t just LLM/VLM capability, but the lack of workflow data: cross-tool traces, step-specific evals, and real-world feedback loops. - The most underrated moat in enterprise/vertical agents is operational: getting the “boring” things done quickly and at scale, such as custom integrations, on-prem deployment, compliance and security, etc. - The best founders we’ve seen share the same trait: high urgency, translated into extremely fast iteration across both product and GTM. Full podcast: https://lnkd.in/g95F9xtA Thanks Ansgar and Justin for putting this together!An AI Investor's Playbook for What Actually Matters at Pre-SeedAn AI Investor's Playbook for What Actually Matters at Pre-Seed
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Darian Shirazi shared thisCongrats Spade!Darian Shirazi shared thisToday, we’re thrilled to announce Spade’s $40M Series B, led by Oak HC/FT with participation from Andreessen Horowitz, Flourish Ventures, Gradient, National Bank of Canada, and Y Combinator Spade has always been the trusted steward of our customers’ payments data. That trust was earned with our best-in-class enrichment solution delivering 99.9% coverage of US and Canadian merchants with >99%+ accuracy at unparalleled speeds (<40ms p99). But customers no longer just want enriched data passed back. They want a platform that helps them build and manage workflows that solve real business problems, end-to-end. Spade is evolving from an enrichment API to a data and AI platform. Our customers aren't just enriching data anymore, they're leveraging our platform for real-time rewards attribution, push notification triggers, behavioral segmentation, loan targeting, and fraud flagging. This round helps us accelerate that transition: expanding our team, deepening our merchant coverage, and building the intelligence layer that transforms raw payments data into outcomes. A major thank you to our team, partners, and supporters – we wouldn’t be here without you. And we’re just getting started. → Read more from Oban MacTavish and Tess Bloch on our blog linked in the comments! → Want to see what real-time merchant intelligence can unlock for your business? Reach out to sales@spade.com → Interested in joining us? Check out our jobs board https://spade.com/careers/
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Darian Shirazi reposted thisDarian Shirazi reposted thisToday, Linkup adds support for x402, the open payment protocol developed by Coinbase. Here's what this means in practice: an AI agent can now call our search API without anyone having created an account first. No sign-up, no email verification, no credit card entry, no API key. The agent makes a request, pays in USDC, and gets its results - all over standard HTTP. This sounds like a small change, but it removes a fundamental bottleneck. Most APIs still require a human to provision access before an agent can use them. That's fine when a developer is setting up a tool once. It breaks down when you want agents to operate independently - spinning up sub-agents, delegating research tasks, running 24/7 without someone managing the billing relationship. x402 solves this by reviving the HTTP 402 status code (literally "Payment Required" - it's been in the spec since the 90s, unused). When an unauthenticated request hits a paid endpoint, the server responds with a price and a wallet address. The client signs a USDC transfer and retries. If the payment is valid, the server returns the resource. From the agent's perspective, accessing a paid API becomes as simple as accessing a free one. The only requirement is a funded wallet. Massive thank you to Coinbase and Stripe for building the payment infrastructure that makes this work. Their teams made it significantly easier to implement the protocol correctly and reliably. If you're building agentic workflows that need web search, this is a new way in - no account required. Full details in the blog post - link in the comments.
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Darian Shirazi liked thisJoin us next week in SF for the first AI CTOs meetup! Thursday 6pm All technical builders welcome. No demos, talks, or thinly veiled advertising. Just beers, snacks, and interesting conversations with other engineers and engineering leaders about what works right now. Luma link in the first comment
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Darian Shirazi liked thisDarian Shirazi liked thisSona has raised $45M in Series B funding, bringing our total funding to over $100M. But more than a funding milestone, this is a product story. When we started Sona, the question was simple. What would it take to help every manager make the same great decisions as your best GM? That question has taken us from scheduling into forecasting, from HR into payroll, from dashboards into agentic AI that actually acts on what it sees. Today Sona is a single agentic system of record across scheduling, HR, payroll and communications. Our AI doesn't just report on what happened last week. It tells you what's about to go off track and what to do about it. We've been building AI into workforce management from the ground up, not bolting it on as an afterthought. This funding lets us move faster on the things that matter most. So proud of everyone in the Sona team for getting us to this point, it's without doubt both the smartest and the most entertaining group of people I've ever had the privilege to work with! And continually grateful for the trust our customers put in us and how generous they are with their time. We're just getting started!
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Darian Shirazi liked thisDarian Shirazi liked this📣 This isn't April fools! 📣 So excited to share that Sona has raised $45M in Series B, led by N47 🎉 Total funding now over $100M. Our AI-powered platform helps frontline businesses optimise their largest cost base, drive more revenue and, most importantly, supports the workforce doing the most demanding jobs on the planet. A lot has happened since our Series A. The product has grown from workforce management into a full operational platform. The team has grown. The ambition has grown. And we're just getting started with our US expansion. A big thank you to N47 for leading this round, and to Felicis, Northzone, Gradient, and Italian Founders Fund for their continued support. I couldn't be prouder of the entire Sona team and what we've built together. There's nobody I'd rather be doing this with! Still early days. Lots more to do
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Darian Shirazi liked thisDarian Shirazi liked thisThank you, Tim Bradshaw, for sharing the Air Street Capital epoch III story in Financial Times! Featuring Black Forest Labs Synthesia ElevenLabs Delian Alliance Industries https://lnkd.in/eyYVu6ZbSolo investor Air Street raises $232mn to chase hot AI betsSolo investor Air Street raises $232mn to chase hot AI bets
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Darian Shirazi liked thisLast week BackOps AI announced our Series A, and I thought it’d be fun to show how the launch video came together. The concept was to show a world where everything goes right. Everything’s humming, operations running smoothly, not a single fire to put out. Then, just kidding. Because that’s not how it works. The back offices behind global supply chains are powered by people manually chasing exceptions, filing claims, and solving complex problems every day. And every company has the one or two people who hold it all together. The ones everyone goes to. But right now, they’re buried in the manual work instead of driving the improvements only they can see. We built BackOps to give them that time back. We capture how they work, turn it into AI-driven processes, and let them do what they were actually hired to do. Instead of knowledge living in silos, our process center brings teams across the organization onto the same page for the first time. Where they’re improving operations, not just surviving them. We’re just getting started, and we need great people to build what’s next. We’re hiring across every team. Come build with us! Theory Ventures Construct Capital Gradient 10vc
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Darian Shirazi liked thisDarian Shirazi liked thisThrilled to announce that N47 is leading Sona's $45m Series B, alongside friends and partners at Northzone, Felicis, Gradient, and Italian Founders Fund! From care to hospitality, construction to QSRs and retail, the incumbent systems in place to support frontline industries in hiring, managing, scheduling, and paying their workforce are outmoded and ill-prepared for the performance advantages of AI. To meet this challenge and opportunity, Sona have built the leading, AI-native platform upon which frontline economy businesses can power their operations. I'm very much looking forward to working alongside Steffen, Ben, Oli, and the whole team at Sona as they continue to build something exceptional. Read about our partnership here: https://lnkd.in/ewx7eR9wBuilding the operational foundation for the frontline economy — N47Building the operational foundation for the frontline economy — N47
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Darian Shirazi liked thisDarian Shirazi liked thisI’ve said it before. In the next few years, we’re going to have AI-first companies or dead companies. And right now the gap between the two is looking a lot more like a canyon. And it’s widening WAY faster than leaders are willing to admit. AI is exposing decades of dysfunction that's now impossible to ignore. Enterprises are literally breaking under the weight of it. And the difference between who makes it and who doesn't is becoming very, very clear. I’m taking the stage at #HumanX next week with Natasha Mascarenhas from Bloomberg to dig into some new findings about what's actually happening on the front lines, why so many AI strategies are failing, and what the companies that ARE pulling ahead are doing differently with WRITER. If you’ll be at HumanX, come say hi! We’ll be on the main stage at 2:40pm PT on Tuesday!!
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Darian Shirazi liked thisDarian Shirazi liked thisWe are honored to welcome Joseph Spisak to the keynote stage at PyTorch Conference Europe in Paris! 🥐 Joe has been a pivotal force in the AI ecosystem for over a decade. During his leadership roles at Meta, Google, and Amazon, he helped make PyTorch the world’s leading open source AI framework and guided its transition to The Linux Foundation. Most recently, his work on the open source strategy for Llama has enabled the global community to scale AI in an unprecedented, collaborative way. Join us from 7-8 April to hear from a true architect of the open AI movement. Learn more: https://bit.ly/3Q0mCTE Full schedule: https://bit.ly/3PpSktm Join us in Paris: https://bit.ly/4bUWj91 #PyTorchCon #PyTorch #PyTorchFoundation #FutureOfAI #AI #GenAI #MachineLearning #ML #DeepLearning #OpenSource #OpenSourceSoftware #OpenSourceDevelopment #OpenSourceCommunity #OSS #LinuxFoundation #events #linux
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Darian Shirazi liked thisDarian Shirazi liked thisGREAT PANEL DISCUSSION - The New Rules of Fundraising: What VCs Actually Fund in 2026. Thank you to Kenan Saleh a16z, Lauri J. Moore Bessemer, Andrew Brackin Gradient Ventures, Madison Faulkner NEA, Brent Murri M13 David Kwon Abstract Ventures and Grace Gong Smart Venture Media #venturecapital #startups #cfo #tax #audit CLA (CliftonLarsonAllen)
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Daniel Dart
Rock Yard Ventures • 10K followers
🚨NEW EPISODE: Recorded live at FUTURE TITANS 2026 - Jeff Perry of Carta sat down with the iconic Seth Levine, co-founder of Foundry. Seth has been in venture for 25 years, built Foundry from scratch as an emerging manager himself, and has backed about 50 emerging manager funds through his fund of funds. He has genuinely seen every side of this table. They went deep on building Foundry, why VCs are in the influence business, not the decision business, and why the concentration problem in venture is not only bad for LPs, but also for the innovation ecosystem overall. And why Seth's new book, Capital Evolution, is so important for the future of America. 🎧 Links to listen... Apple: https://lnkd.in/ehQUQ2EM Spotify: https://lnkd.in/eU4FExpg
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1 Comment -
Earnest Sweat
Stresswood • 17K followers
Two weeks ago on Swimming with Allocators, we sat down with David Clark, CIO at VenCap, to talk about what decades of venture data can teach allocators. One takeaway that stood out: discounts don’t matter as much as people think in venture secondaries. Because venture is such a power-law asset class, outcomes are driven by exposure to a few massive winners. Whether a stake is bought at a small discount, or even a premium, often matters far less than the quality of the underlying company and its upside. Great conversation on venture returns, manager selection, and the nuances of how allocators should think about secondary investments. 👇 Link in the comments.
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2 Comments -
Paul Perrett
Firmable • 3K followers
Big milestone for Firmable. We’ve raised $14m Series A led by Airtree. Sales has moved through a few big waves: intuition-led, CRM-led, data-led. We’re now entering the next one – intelligence-led sales. The opportunity isn’t just better data. It’s turning that data into clear direction and action, without adding more work for sales teams. That’s what we’re building at Firmable: a foundation of trusted external data, layered with intelligence that helps sellers know who to focus on and when. Led by Airtree, this round supports our expansion across Asia and into the US – and accelerates the build-out of AI agents that take the admin work off sales teams so they can focus on what they do best. Proud of the team, grateful to our customers and investors. We’re just getting started. Read the exclusive in the AFR. https://lnkd.in/gr66uknb Leigh Jasper | Tara Salmon | Karthik Venkatasubramanian| Chester Thompson| Chath Widanapathirana
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20 Comments -
Jeff Perry
15K followers
Seth Levine nailed it! The concentration problem isn't just a GP pain point... it's choking innovation. When capital pools around the same 20 funds, emerging managers and founders get shut out. Love that he's using his platform to call this out. Foundry has backed 50+ emerging managers. That's the diversification the ecosystem needs. This is exactly why Carta exists — making capital allocation visible and accessible. Capital Evolution hits at exactly the right moment. Thanks for having us Daniel Dart. Team Carta loves the community of FUTURE TITANS you have built 🚀
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Daniel Waterhouse
Balderton Capital • 10K followers
🚀 Big milestone for Attio: today announcing a $52M Series B led by GV (Google Ventures), with Michael McBride joining the Board. This follows incredible momentum in customers, revenue, and team growth. But what excites us most remains the same as the very first day I met Nicolas Sharp four years ago, and the reason we have continued to back Attio from Seed through to Series A to now: game-changing product philosophy, world-class technological leadership and delivery, and resulting customer delight. From day one, Nicolas Sharp and Alexander Christie set out to build a new kind of CRM: ✨ Lightning fast and a delight to use ✨ Built on a flexible, modern data model ✨ All designed to give users full control to build a CRM that works for their GTM motion and seamlessly plug into the rest of their stack That foundation has proven to be exactly the right one. A new generation of GTM builders is emerging with Attio as their central pillar - including companies like Lovable, Granola, Modal and more. And the data model is perfect for building native AI functionality and allowing agents to work with the CRM - some of this is live, some is coming soon 👀 Nick and Alex have assembled a stellar team and have impressively scaled the organisation. Congratulations to them all on this funding milestone. Thank you for having us along for the ride over the past few years, and here’s to an epic next chapter ahead. More from Nick here: https://lnkd.in/easA6jYV
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Sandy Kory
Horizon • 9K followers
Samsara, ServiceTitan, and Procore Technologies have a combined valuation of $40B+ —and founders with wildly different industry experience. Yet VCs still debate whether it's needed to build great vertical software. As always, my stance is: It depends. The better question is: What type of founder are you, and what's your path to understanding your customers deeply? Some investors are adamant that you must have deep industry experience to build successful vertical software. Others claim outsiders have the advantage. Both camps love to cherry-pick examples that prove their point. But I've been advising and investing in vertical software companies for over two decades, and I think that's enough exposure to confidently conclude that founders of all backgrounds can be successful. Take these 3 examples (Samsara, ServiceTitan, Procore). They're some of the most successful vertical SaaS companies today. Some of the founders come from deep industry experience, but others have a background that would surprise you. → Procore's founders came from construction backgrounds and built a $10B+ company selling to their former industry. They'd lived the pain points they were solving for. → On the opposite end of the spectrum, Samsara's founders had zero experience in trucking or heavy industries. These MIT grads had just sold Meraki to Cisco for a billion dollars and were looking for their next challenge. They picked fleet management and transportation—two industries they knew nothing about. Today, Samsara is worth more than $20B. → Then there's Service Titan, which charted a middle path. The Stanford-educated founders didn't work in the trades themselves, but they grew up watching their parents run HVAC and painting businesses in Southern California. They bonded over their shared background and built a $10B+ company serving those same trades. So it's unreasonable to say that a founder's experience is the determining variable of success. Instead, what all 3 of these stories have in common is founders who deeply understood customer problems and built exceptional products to solve them. Industry outsiders often bring fresh perspectives and aren't constrained by "how things have always been done." Industry insiders have instant credibility and know which problems matter most. Those with adjacent experience can bridge both worlds. As an investor, I back founders regardless of their industry background. What matters most to me is their ability to build, learn rapidly, and maintain fanatical customer obsession. Where do you stand on the industry experience debate? I'd love to hear your thoughts.
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Somesh Dash
11K followers
The best founders don’t just build products; they reframe the problem. Ryan Alshak has done exactly that with Laurel - turning time from a background task into a source of insight, alignment, and leverage. IVP is leading Laurel's Series C to help build the system of record for how work actually happens. Read more from Allie Garfinkle: https://lnkd.in/gweNiwsc
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Martyn Eeles
Clarma Capital • 12K followers
HealthVC x Lusha: Unlocking Smarter Fundraising and Sales Workflows We’re thrilled to announce our newest partnership: HealthVC has teamed up with Lusha to bring next-gen data and prospecting tools to founders, fund managers, and operators across our community. Lusha recently launched a powerful suite of AI-powered features that redefine how go-to-market teams research, prospect, and convert. Now those capabilities are coming to HealthVC Pro subscribers. ✨ With this partnership, you’ll be able to: Surface real-time, accurate, and compliant B2B contact data Use AI Prospecting Chat to instantly uncover new investor or customer leads Tap into CRM-triggered recommendations to stay one step ahead Turn insight into action with Sales Streaming, Lusha’s smarter, connected selling framework. But Lusha’s superpower isn’t just the AI; it’s that the AI sits on top of best-in-class data. That means every signal, every recommendation, and every lead is not just fast, it’s trustworthy. At HealthVC, we’re building more than a newsletter; we’re building the operating system for venture, and this partnership helps our members move faster, pitch smarter, and close better. Available now to all HealthVC subscribers, link in comments.
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8 Comments -
Salesfully.com
2K followers
Startups don’t need VC to grow. Revenue-based financing doubled from $1.8B in 2021 to over $3.8B in 2024 and average deals are ~$350k with a 6% cap. Funding mix in 2025: VC 52%, crowdfunding 14%, RBF 11%, angels 10%, partnerships 7%, grants 6%. 1,500 companies raised $700M via crowdfunding in 2023. Explore smarter funding options: https://lnkd.in/ebTeA_MX #StartupFunding #AlternativeFinance
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Lucas J. Pols
1752vc (Formerly Pegasus) • 12K followers
30+ VCs Backing Marketplace Startups Below is a cross-stage, cross-sector mix of firms that back marketplace and platform companies early and support them as they grow. Consumer and platform investors Upfront Ventures 1752vc (Formerly Pegasus) BAM Ventures Forerunner Brand Foundry Ventures Maveron BoxGroup Greycroft Alumni Ventures Marketplace natives and network effects specialists FJ Labs NFX Great Oaks Venture Capital RiverPark Ventures Left Lane Capital First Round Capital Lerer Hippeau Precursor Ventures Seed partners building two-sided platforms early Founder Collective NextView Ventures Uncork Capital Slow Ventures Bling Capital Gaingels Initialized Capital Felicis Multi-stage firms backing marketplace winners at scale Accel Bessemer Venture Partners Lightspeed General Catalyst New Enterprise Associates (NEA) Kleiner Perkins Bain Capital Ventures (BCV) Founders Fund
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16 Comments -
Middesk
8K followers
Plaid is built to make it easier for businesses to build and scale financial products that people trust. That trust starts with knowing who you’re working with. As Plaid helps platforms onboard and support millions of businesses, verifying business identity accurately and efficiently is foundational. That’s why Plaid partners with Middesk to automate business verification during onboarding — confirming core business details, reducing manual review, and helping teams make confident risk decisions without slowing down the customer experience. Together, we help Plaid deliver faster onboarding, stronger compliance, and a more durable foundation for growth across the financial ecosystem they power. We’re proud to support Plaid as they help teams move fast while maintaining trust at scale. #KYB #KYC #AML #BEV #businessverification #financialservices #onboarding #compliance #smallbusiness #SMBs
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Jeffrey Seah
MSW Ventures • 7K followers
🥾 #bootstrapping as a mindset should be ephemeral, one that requires a deliberate transition away from as a business enters sustained growth Appointing an established auditor is often regarded as a luxury and not part of bootstrapping Audits discipline a business - to be methodical, thorough and deliberate - traits that acquirers often seek in due diligence After all, "What gets inspected, gets respected," Anon We will share the traits of venture businesses sought and respected by MNC acquirers, join us if your business is out of the #bootstrapping mindset #fulfillingpotential #hepmil #oobmil
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Jeffrey Berman
SERHANT. • 11K followers
For our latest episode of the Tangent 💚 Proptech podcast, Edward Cohen, Zach Aarons and I spoke to Jason Griffith, co-founder & co-CEO of Synco (not a Camber Creek portfolio company). Synco is working on tackling a massive (but often overlooked) challenge: the fractured way property management teams communicate. By centralizing messages across office staff, on-site teams, and vendors, Synco is helping companies replace noise with real-time, streamlined collaboration. This isn’t Jason’s first impact play. He previously co-founded SiteCompli, a compliance automation platform that became indispensable for over 1 million residential units and the majority of NYC’s Class A office space — and eventually joined the Inhabit portfolio, backed by Insight Partners and Goldman Sachs. This matters because real estate is built on infrastructure - not just physical, but operational. Jason is trying to prove that modernizing the workflows behind the walls is just as critical as building them and that communication is the next frontier. Take a listen - link to the episode in comments. #realestate #innovation #communication #propertymanagement
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Augustin Sayer
MokN • 37K followers
Thrilled for OVNI Capital to be backing RIFT in a pre-seed round led by AlleyCorp (Luc Ryan-Schreiber). Rift is building the first real-time aerial intelligence network, a new layer of infrastructure for persistent, on-demand visibility where it matters most. This funding will scale production of their autonomous stations, accelerate deployment in high-stakes environments, and expand the team leading the next phase. 🗞️ Explore the full story: - StartupMafia: https://lnkd.in/dARrg25N - BFM Business (FR): https://lnkd.in/eADSUsn7 - Les Échos (FR): https://lnkd.in/eFG3zAy5 👨🚀 Join the mission → https://lnkd.in/erm_SrTG
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JT Benton
9point8 Collective • 8K followers
Every #VentureStudio GP knows some portfolio bets won’t hit. That's expected - and it's one of the reasons studios are such a powerful vehicle for innovation. And while a venture's failure might be what's visible to the outsider, what keeps them up at night isn’t failure at the venture level — it’s failure at the systemic level within the studio. One bad entity design. One IP misstep. One governance gap. That’s how studio operations fall apart. We break down how to spot (and fix) these cracks before they turn into fault lines in our latest paper, "The GP Dilemma" - DM me and I'll send you a copy!
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The Top Voices
4K followers
"In early-stage startups, your primary goal isn’t to perfect your GTM strategy immediately." DC Cahalane, Venture Partner at SVV (Sure Valley Ventures), has seen too many good products fail on go-to-market. He breaks down 5 red flags that quietly kill startups and shows how early GTM mistakes can slow you down, waste resources, block growth. Read on The Top Voices — link in comments.
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Casey Berman
Camber Creek • 4K followers
Camber Creek led the $3.7 million Seed round for TwinKnowledge, which is tackling an important problem in the built environment. Construction projects get delayed and rework is required because of discrepancies across construction documents, submittals, requests for information, design, and other plans. TwinKnowledge’s AI Agents absorb structured and unstructured project data, surfacing and preventing conflicts before the work begins. We’re excited about our partnership with CEO Ivan Panushev and his team. #construction #AEC #AI #technology https://ow.ly/mBYX50VtaVG
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