Amit Shah
Boulder, Colorado, United States
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Articles by Amit
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The zero value of almost all software startup options
The zero value of almost all software startup options
Just yesterday I read a post by Tomasz Tunguz where he spoke about software acquisitions over the past decade. One of…
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Can we stop talking about tech unicorns already?Sep 30, 2020
Can we stop talking about tech unicorns already?
Photo courtesy of June Gathercole@talkingslipper September has been a good month for VTEX. At the beginning of the…
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VTEX named Visionary in 2020 Gartner Magic Quadrant for Digital CommerceSep 10, 2020
VTEX named Visionary in 2020 Gartner Magic Quadrant for Digital Commerce
As a company that was originally born on the beaches of Rio and comes from the emerging markets, for many years VTEX…
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Is Shopify becoming like Amazon and screwing merchants...or just embracing collaborative commerce?May 20, 2020
Is Shopify becoming like Amazon and screwing merchants...or just embracing collaborative commerce?
Scott Galloway made the point in his latest No Mercy/No Malice article, The Fourth Great Unlock, that humans, like many…
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Activity
5K followers
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Amit Shah shared thisShould you leave your SaaS company? I recently saw this statistic in a great SaaStr Ai post https://lnkd.in/gS69RJV3 And it made me think about how many SaaS companies exist today. Gemini believes there may be somewhere around 17,000 in the US alone. If I apply very US centric bias and we assume all 150 of today's $100M ARR+ companies are from the US, it means you have less than a 1% chance of working at one of these companies. And that likely means the equity you have in your start-up won't be worth much. So if you are part of the 99% working at a SaaS company and reading daily about the SaaSacre or the SaaSpocalypse, what should you do? 1. If you are early in 20's and learning a lot from the people around you and your company is growing and you believe it can reach $100M in less than 5 years maybe stay...but you are probably should still leave for a native AI startup. 2. If you are in your 30's and your company is not growing at a pace that sees you hitting $100M ARR in the next few (1-2) years, look for another job, preferably in AI. 3. If you are in your 40's and your company is not already at $100M in ARR look aggressively for another job now..in AI. I admit that I may have been "AIpilled" but at this moment in time you really need to work at an AI native company unless you are C-level at a $100M ARR company. I look forward to reading other points of view in the comments below ; ). SaaStr Ai #saas #AI #equitySalesforce Ventures: Only 150 Private SaaS Companies Have Hit $100,000,000 in ARRSalesforce Ventures: Only 150 Private SaaS Companies Have Hit $100,000,000 in ARR
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Amit Shah shared thisShould you re-use Ziploc bags? I grew up in the 1970s as the child of Indian immigrants who came to America with nothing. In our kitchen, it was totally normal to see Ziploc bags drying on the counter so we could reuse them. My mom clipped coupons religiously. Aluminum foil was reused until it practically disintegrated. Every dollar was stretched—long before “FIRE” was cool. Over time, my parents achieved their version of the American dream. My dad built a successful career. We no longer needed to reuse bags or hunt for coupons. But the habits stuck. This week, I was helping my parents settle into their winter place in Miami. We went to Target for groceries and small appliances—and there was my mom, still scanning every shelf for the cheapest option. Old habits really do die hard. I joked with her that the $1 saved doesn’t matter anymore. But later I started wondering: what did those decades of small savings actually amount to? So I ran the math with a simple set of assumptions: Initial amount: $0 Monthly contribution: $50 Time horizon: 55 years Annual return: 10% The result? Pretty incredible. (See the chart below.) It made me rethink the whole “skip your daily Starbucks” debate. Maybe it’s not about the single cup of coffee—but the mindset and consistency behind it. What do you think? Have small habits like this made a big difference in your own life or family? #savings #immigrants #wealthbuilding #stockmarket #lifehacks
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Amit Shah posted thisA long runway doesn’t save startups — it kills them slowly. Why a long runway is false comfort: Delays hard truths — you can drift for years without fixing product–market fit. Breeds waste — more cash → bloated teams, nice-to-haves, slower cycles. Masks lack of traction — time won’t magically create customers. Kills urgency — comfort replaces scrappiness and speed. Runway ≠ success — survival isn’t the goal; learning fast is. Even with 24 months of cash, act like you’ve got 6. Because startups don’t die from running out of money. They die from running out of urgency. #startups #growth #software #AI PS - this conversation started over a glass of wine with Mike Chalfen in London.
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Amit Shah shared thisCongrats to Giuseppe Damiani and the entire #Stonebranch team on growing our ability to serve the largest #SAP customers worldwide with the acquisition of HONICO and #BatchMan. #HybridIT #EnterpriseAutomation #ITAutomationAmit Shah shared this🚨 Big News! 🚨 Stonebranch is proud to announce the acquisition of HONICO, a recognized expert in #SAP automation and business process integration. This strategic move further strengthens Stonebranch’s capabilities in SAP environments and expands its leadership in the rapidly growing #ServiceOrchestration and #AutomationPlatform (SOAP) market. HONICO is best known for its flagship solution, BatchMan, an advanced workload automation platform purpose-built for #SAP landscapes. #BatchMan enables organizations to manage complex SAP jobs with ease, delivering improved visibility, control, and automation across mission-critical SAP business processes. 👉 Learn more: https://hubs.ly/Q03HJbhd0 #Stonebranch #SAPAutomation #BusinessProcessIntegration #BatchMan #SOAP #ITAutomation #HybridIT #DigitalTransformation #EnterpriseAutomation #TechNews 💼🧠💡
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Amit Shah posted thisFood today is more plentiful than ever and less healthy than almost anytime in the past decades. And as Americans spend more and more time working, raising kids and taking care of aging parents (aka #sandwich #generation) they find themselves with less time than in the past to cook healthy meals with natural foods and ingredients. When Joseph Lee, an old friend, colleague and proven software executive, came to me with his idea to use #AI to help improve the quality of food consumption for the public by understanding each family's dietary needs and goals I thought it was a great way to dramatically improve the online experience of grocery retail. Today I am happy to announce my joining the board of Delectable AI, the company Joseph Lee founded to make the world healthy again! #AI #grocers #retailInnovation #digitaltransformation #software
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Amit Shah shared thisAmit Shah shared this🌍 The first country I ever visited was Cuba. It was the turn of the millennium, 1999 into 2000, when I traveled to Havana for 10 days and met Idania on day 3, a woman who opened her home and heart to me. She offered me a place to stay for an entire week, asking for nothing in return. Just pure kindness. I experienced daily life in Cuba under Fidel Castro’s rule, an eye-opening, humbling experience. I left with unforgettable memories and a couple of photos I’ve carried with me for 25 years. Fast forward to 2025. My husband surprised me with a trip to Cuba (he didn’t know I had been before). Idania came to mind. I had no address, no street name, just those old photos. Once in Havana, I began asking locals if they recognized the street in the pictures. Eventually, one person did. Some neighbors remembered her. One asked another, who asked another… until someone had her number. He called her and simply asked her to come back to her old neighborhood, without explaining why. She arrived 30 minutes later. The moment our eyes met, we recognized each other. Twenty-five years apart, and still—instant connection. This time, I had the opportunity to give back. She was going through a hard time, and I showed up at just the right moment. My family met her. She cried as she shared what this reunion meant to her. My daughter witnessed something powerful: It’s not about how long you know someone—it’s about the quality of the bond you build in whatever time life gives you. (And yes—I introduced her to Tucketts. She loved them and wore them right away!) Check this video to watch the reunion: https://lnkd.in/gaDABK8w 💡 Business Lessons from Cuba and this reconnection: ➡️ People remember how you made them feel—not what you sold them. ➡️ Relationships, even short-lived ones, can have long-lasting impact. ➡️ Serendipity plays a role, but so does being present and genuinely caring. ➡️ Always follow through on kindness—you never know when you’ll get the chance to return it. Whether in life or in business, never underestimate the value of human connection. 👉 Tag someone who made an impact on you, or share that special story, even if it was brief. You might just make their/our day.
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Amit Shah shared thisWondering if your start-up equity will make you rich? Or whether you should buy your options when you leave your company? My friend Jared Blank and I try to answer some questions around #venture capital and #startups and #options. Listen here: https://lnkd.in/g53acnhrHow to sell your business for $300 million and take home $0How to sell your business for $300 million and take home $0
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Amit Shah shared thisIs there such a thing as destiny or fate in our work lives? Three years ago when I was at VTEX we were building out our leadership teams across Europe and I was tasked with finding someone to become our country leader in Germany. At the time I found a great candidate, Roman Howe, but for a variety of reasons we were not able to bring him on board at that time. Now a few years later I finally get the opportunity to work with him as he joins a company, FactFinder where I sit on the board! https://lnkd.in/ghjsYa5F? Welcome Roman! #SaaS #software #sales #leadershipAmit Shah shared thisExciting news at FactFinder! We’re thrilled to welcome Roman Howe as our new Chief Revenue Officer, starting January 2025. Roman brings a proven track record of scaling SaaS businesses and a commitment to delivering even greater value for our customers and partners. In his new role, he will: 🌐 Expand our search and product discovery solutions into new markets. 🎯 Drive measurable success in every customer interaction. 🤝 Strengthen partnerships to unlock shared growth opportunities. With Roman’s leadership, we’re ready to build on our momentum and continue driving innovation in eCommerce. 🔗 Read the full press release: https://lnkd.in/duKPNA-v #FactFinder #LeadershipNews #CustomerSuccess
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Amit Shah liked thisRegional grocers are handing over their most valuable assets to third-party apps: their customer data and ad monetization. 📉 I recently had the pleasure of sitting down with Scot Wingo on the Retailgentic podcast to discuss how we change this narrative and how Agentic AI is about to completely rewrite the rules of grocery retail. A huge thank you to Scot and the entire Retailgentic team for the platform and the fantastic conversation! Right now, Big Tech and massive supermarket chains dominate the market. Third-party platforms, while convenient, are capturing consumer data and monetizing ad revenue that rightfully belongs in the pockets of regional grocers. It’s time to level the playing field. During the episode, we dove deep into how Delectable AI is serving as the industry's first vertical agentic shopping engine to help mid-to-large regional grocers win back their margins and their customers. We are doing this through three core pillars: 🛒 Delectable Commerce: True hyper-personalization. We help shoppers with intuitive meal planning, drastically reducing the friction and time spent on the digital shopping journey. 📱 Delectable Social: Bringing the modern, engaging, "TikTok-style" shopping experience directly to the grocer's owned website. 📈 Delectable Ads: A self-serve advertising platform that allows CPGs to interact directly with retailers. The goal? Helping the retailer retain and maximize their own ad revenue. The Vertical Advantage A lot of companies are trying to force horizontal, general-purpose LLMs into the retail space. It doesn't work. They lack context, eat up compute, and drive up token costs. By taking a strictly vertical approach tailored to grocery, Delectable AI plugs directly into a grocer's specific inventory, pricing, and loyalty data. The results speak for themselves: 🚀 Speed: 8x faster than general-purpose LLMs. 💰 Cost: 14x cheaper, completely bypassing massive token usage fees. 🎯 Accuracy: Superior product-match accuracy based on your actual aisles. The best part? There is zero "rip and replace." Our platform is designed to layer seamlessly over your existing e-commerce and loyalty infrastructure. We are currently heads down on product development and securing our next round of funding to scale these operations globally. If you are passionate about the future of retail, grocery tech, or AI, I highly recommend checking out the full episode! Let me know your thoughts on the data divide in grocery retail in the comments. 👇 #RetailTech #AgenticAI #GroceryRetail #DelectableAI #Ecommerce #ArtificialIntelligence #Innovation #RetailgenticAmit Shah liked thisAgentic commerce is starting to move from theory → real-world implementation. And grocery might be one of the most important places it shows up first. In our latest episode of Retailgentic, Scot Wingo sat down with Joseph Lee, Co-Founder & CEO of Delectable AI, to break down what that actually looks like in practice. A few things stood out: • Grocery e-commerce hasn’t actually saved time, it’s just shifted it • The next phase is “do it for me,” not better tools • There’s a massive gap between inspiration (TikTok, recipes) and purchase • Retail media is huge, but inefficient and fragmented • Data ownership is becoming a defining strategic decision What’s interesting here isn’t just the tech, it’s the shift in control. Who owns discovery? Who owns the customer? Who captures the value? That’s where this gets real. If you’re trying to understand where agentic commerce actually lands first (and why), this is a great one to dig into. 📰 Subscribe to the free Substack: https://lnkd.in/eJXDtZ5x 📺 Watch episodes on YouTube & Subscribe for updates: https://lnkd.in/e7xehvE2 🎧 Listen wherever you get your podcasts: Spotify, Apple, etc: https://lnkd.in/e6jkJhZF #AgenticCommerce #AICommerce #RetailTech #GroceryTech #Ecommerce #RetailMedia #Startups
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Amit Shah liked thisAmit Shah liked thisA (belated) welcome to Tracelight, Ammar H.! Ammar joined us back in December as our Head of Sales, and I'm only just getting round to shouting about it. Better late than never. Ammar has done it before. He's taken a company from zero to 8 figures ARR. Now he's here to go further, scaling Tracelight into a category leader. Ammar is loud. His humour is “refreshingly honest”. His heart is permanently on his sleeve. He built his own computers growing up, trades cars in his spare time, and shows up to the office in motorbike leathers with a grin on his face. His positive energy is infectious and is a joy to work with. He was born to do this role. Tracelight is the place where Ammar will make his mark. We're lucky to have him, welcome to the team my friend.
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Amit Shah liked thisI am so excited we get to be part of building these creative experiencesAmit Shah liked thisAhhhhh, it’s a beautiful day for some external validation. We just found out that ten Centra brands have made the shortlist for Vervaunt's Pulse eComm Awards — recognising creativity and innovation in ecommerce. Drumroll please. COS — Best in Fashion Paul Smith — Best in Fashion, Best Website Redesign, Unified Omnichannel Experience, Loyalty and Community Strategy Samsøe Samsøe — Best Website Redesign Nudie Jeans — Brand & Art direction, Innovative Feature NN.07 — Brand & Art direction OSPREY LONDON — Overall UX John Smedley Ltd — Best Website Redesign Byon (Sagaform Group) — Brand & Art Direction, Best in Home Interiors Luca Faloni — Loyalty and Community Strategy, Unified Omnichannel Experience Ellis Brigham — Overall UX Big congrats to all of you and, to the legendary agencies who serve you: 🏆 ROIROI - Your commerce agency built for the AI era 🏆 Aino - Your design agency meets tech partner 🏆 Limesharp - Your creative-lead digital design agency 🏆 Grebban - Your global agency for digital flagships We’ll find out who wins at the Pulse eCommerce Summit by Vervaunt in London on May 14th. But you’re all winners in our eyes. Speaking of winners. The panel is made up of made up of senior leaders from brands including Fred Perry, Victoria Beckham, CELINE, ba&sh, Creed, Represent, The Frankie Shop and more... So if you’re not signed up to attend Pulse, this is your sign. The Vervaunt team never disappoints. See you in London.
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Amit Shah liked thisAmit Shah liked thisThere's a moment I keep coming back to. About a year ago we had a small room, a handful of partners, a lot of goodwill and not much proof yet. Tomorrow we open the doors to 150 people from around Europe. People who didn't just sign a contract — they built practices, trained teams, and staked their reputation on what we're building together. That's not a channel. That's a community that chose to bet on the same idea. What changed between that first room and this one wasn't just the product roadmap. It was trust. Built deal by deal, project by project, conversation by conversation. MCing the 'Emporix Partner Summit 2026' tomorrow feels less like a job title and more like a privilege. See you tomorrow in Munich. 🏁 #PartnerSummit2026
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Amit Shah liked thisAmit Shah liked thisAI is forcing us to change the leadership playbook. Four assumptions that no longer hold: 1. Speed is your edge. Speed is now table stakes. AI is faster than you. Your edge is judgment — knowing what to optimize for and why. Even what you knew last month may no longer matter! 2. Data wins arguments. AI generates infinite data. What wins arguments now is the ability to hold complexity without collapsing into certainty too soon. You will never have all the data... 3. Scale solves problems. Scale amplifies problems as often as it solves them. The leaders who understand this are building differently. Small teams, smaller overhead, less complexity. 4. Efficiency is not the goal. Efficiency optimizes the present. It doesn't build the future. The leaders worth following right now are optimizing for adaptability, not efficiency. The new playbook isn't written yet. That's both the problem and the opportunity. — I'm writing it in real time. Follow along here if you are interested in a transformational shift rather than an incremental upgrade. #leadership #strategy #AI #futureofwork #management
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Amit Shah liked thisAmit Shah liked thisLast week, I had the privilege of closing the IESE Business School Founders Day 2026 in Barcelona, sharing the stage with an incredible group of entrepreneurs. Reflecting on VTEX’s 26-year journey from a local startup to a global NYSE-listed incumbent, I wanted to leave the audience with a few insights that shaped our trajectory: - Resilience is built by the mistakes that "should" have killed you. Don't just tolerate failure; promote it as a learning tool, but fail fast. - Discipline as a Survival Trait. You don't build the muscle of financial discipline during the good times; you build it when survival is the only option. For us, being "impatient for profit" was the only way to fund the journey. - The Power of Strategic Renunciation. Scaling globally isn’t just about what you do; it’s about what you deliberately give up. More important than declaring your focus is declaring what you are renouncing. - Success = Entrepreneurial Density. Scaling isn’t about headcount; it’s about the concentration of an "Owner Mindset" at every single desk. When you scale ownership, execution becomes decentralized and unstoppable. - The LATAM Edge. Regional instability is not a hurdle; it is a moat. It produces engineers who are inherently more creative and resilient because they are forced to innovate under constraints. Thank you to Sebastian Ross, Devyangana Sagar, Devansh Shah and team for the invitation and for fostering such a great environment for the next generation of founders. #Entrepreneurship #IESE #VTEX #Leadership
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Amit Shah liked thisAmit Shah liked thisBecoming Agentic Two pieces in the New York Times this week are circling the same uncomfortable truth. Sophie Haigney on "high agency." Nitsuh Abebe today on why worrying about AI taking your job isn't very "agentic" of you. Both are worth reading. But they are missing the historical context that makes the whole thing land differently. Unfortunately, "becoming agentic" isn't something most of us can turn on and off like a switch. It takes inner work, an enhanced ability to see ourselves and the world we live in, and lots of integration. The good news is that I have worked with people who have made this change, and it's possible. This is not new. The implied contract between employers and employees started dissolving in the 1980s. Corporate raiders like Michael Milken. Leveraged buyouts. The era when loyalty to employees became a liability on a balance sheet. Pensions disappeared. Job security became a polite fiction. The message, delivered without words, was clear: you are on your own. "Agentic" is just the latest vocabulary for a reality that has been building for forty years. The difference now is that AI is accelerating the timeline so fast that the fiction can no longer be maintained. You cannot pretend the old contract still exists when the technology is explicitly designed to replace the functions you were hired to perform. So what do you do with that? You become the CEO of your own life. Not as a motivational slogan and not out of fear as a survival strategy. As a genuine shift in how you understand your relationship to work, to institutions, and to your own development. The leaders who will thrive in this era are not the ones who figure out how to make themselves indispensable to a company. They are the ones who have done enough inner work to know who they are, independent of any company. Whose identity is not rented from an employer. Whose sense of direction does not require an org chart to exist. That is what it actually means to be agentic. Not hustle. Not risk tolerance. Not betting it all on red. Knowing who you are clearly enough to act from that, regardless of what the institution does next. Transcending whatever fear you have to become responsible for every aspect of your life in a powerful way. .That's what I'm discussing on my Substack community every week. #Leadership #FutureOfWork #ConsciousLeadership #Founders #TechLeadership #PsychedelicLeadership #AI
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Pforzheim, Baden-Württemberg, Germany
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Greater Atlanta Area
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Basel Area, Switzerland
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Boulder, Colorado, United States
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London, England, United Kingdom
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Zürich Area, Switzerland
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Hamburg Area, Germany
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Greater New York City Area
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Palo Alto
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Kevin Spain
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I’ve been talking with founders about how painful enterprise customization still is — even in 2025. David Dworsky and Gordon Ritter just put words to what we’ve been seeing: the age of point-and-click configuration is ending, and the next category winners will make customization conversational. For early-stage founders, this is the wedge: - Own one painful workflow - Capture the data - Build toward becoming a system of record If you’re building in this space, I’d love to hear how you’re approaching it. Link to the full article on this in the comments.
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Isaac Ricard
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TODAY’S HOT TAKE: TCPA violations for AI calls now cost up to $1,500 each. The FCC clarified that "cheap" bots are a liability without a compliant workflow. Scaling voice without an audit trail creates massive exposure. For many teams, one mismanaged campaign is an operational crisis. Always secure express consent and keep timestamped records. Is your setup protecting your business or exposing it? #ZentricAi #Compliance #VoiceAI #BusinessOperations #RiskManagement https://lnkd.in/gW2-6MWx
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Jason Shuman
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The signed vs. live ARR gap right now is insane. For the first time in my career, I’m seeing a monster gap between CARR (Contracted ARR) and live ARR. In vertical AI—across categories like voice, enterprise search, and collaboration tooling—the market pull is bigger than I’ve ever seen. Startups are signing $8M in CARR while only realizing $2M of live ARR. That’s how strong the demand signal is right now. The winners won’t just be the ones with the biggest contracts. The winners will be the ones who leverage AI to streamline onboarding—turning contracts into live ARR fast. This will lead to: 1. Happier customers who see value immediately 2. Faster cash conversion to reinvest in growth 3. Less reliance on external capital, and less dilution In this cycle, onboarding isn’t a back-office function. It’s a growth strategy. #VerticalAI #GTM #Onboarding #CustomerSuccess #NPS #CSAT
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Zack Dugow
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DCO isn’t just a feature anymore—it’s a growth engine. COOL Media - DCO & Creative Automation is bringing Dynamic Creative Optimization (DCO) to new heights with an approach that is integrated, governed, and measurable—built to unlock performance while protecting quality. What makes us different? We’re not adding another tool. We’re connecting the dots across the ecosystem and our integrated platform: Media & Attribution → unify brand + performance in a single loop for faster learning. Franchise & Multi-Location → inject hyper-local signals to fuel creativity in real time. Publisher Experiences → use first-party engagement to guide what to say, not just where. Supply-Side Platform → scale seamlessly across CTV, DOOH, and web with fewer hand-offs. The result: a streamlined, innovative structure with fewer vendors, tighter quality control, and speed that compounds over time. Creative shouldn’t be a bottleneck—it should be a growth system. By embedding DCO into our ecosystem, we unlock personalization at scale with governance built in—and we prove it with measurement. This evolution isn’t just a product milestone. It’s a step toward making creativity accountable, measurable, and truly dynamic across every channel. Check us out = https://lnkd.in/eUqK2Juu the COOL company #AdTech #DCO #CreativeAutomation #DigitalAdvertising #COOLMedia
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Bryan House
Elastic Path • 5K followers
Christopher Gee Gee of B2B eCommerce Association recently asked me, “Is composable commerce making a comeback?” I’d argue it never left. After watching tightly coupled platforms, the headless wave, and today’s composable stacks, my view is simple. The market isn’t reversing course on composable; it’s recalibrating. Composable principles still matter. Flexibility still matters. But as stacks grew, so did the coordination required to run them. Each service made sense on its own, but the system as a whole became harder to operate. What I’m seeing now is teams bundling where speed and simplicity matter. And decoupling only where differentiation actually pays off. They’re operating not from a standpoint of architectural purity, but of operational sustainability. The real challenge was never the architecture itself. It was ownership, accountability, and adoption once the system went live. We unpacked all of this in a recent editorial conversation, including why bundled composable approaches are re-entering the picture and how teams are matching architecture to real organizational capacity. If you’re navigating these tradeoffs right now, I think you’ll find it useful.
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August Severn
Capitol Data Analytics • 10K followers
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Eric Fan
LUMOS • 5K followers
Love this - AI is the Oppenheimer moment for marketing. It fundamentally collapses the time and cost of production. A $2.5 million campaign that used to take four months can now be delivered for $500,000 in four weeks. Legacy firms that charge based on hours with the 'time-driven' model are existentially threatened by this.
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Jonathan Userovici
Headline • 22K followers
The Headline family is experiencing incredible momentum, and today our portfolio company DeepIP is announcing a $25M Series B, bringing total funding to $40M. This is the kind of company that doesn’t just add AI to a workflow, but it sets the standard for an entire category. The momentum speaks for itself: 1️⃣ 10x ARR growth in < 18 months 2️⃣ Trusted by 400+ law firms and leading corporate IP teams globally 3️⃣ 2M+ chats on the DeepIP platform We’ve had the chance to back FX (Francois-Xavier) L. and Edouard D., leading their Seed round with Headline. Watching them take on a problem as complex and high-stakes as patent work has been genuinely impressive. And working with them has been an absolute pleasure: these 2 are coupling very high ambition and humility. Tech built in Europe, but opening the US office very early and FX starting a life in NYC with his family with 0 hesitation in order to build a global category leader in the IP industry. What convinced me early is still what stands out today: patent teams don’t need another standalone AI tool. They need something that fits the way the work actually happens: documents, long-running matters, multiple stakeholders, and zero room for sloppy context handoffs. Big congrats to the whole DeepIP team + Korelya Capital, Balderton & Serena Proud that we’re doubling down at Headline and continuing the support for what’s next!
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