Follow the Gradient

What happens when the company that invented modern search cannot enter the fastest growing segment of its own market?On Follow the Gradient, Melanie Gabriel and Christian Woese sit down with Max Buckley, who spent 12.5 years and 10 teams at Google before leaving to open the Zurich research office for Exa, a $700 million AI search company with 70 people that is building search infrastructure for agents, not humans.This is not a conversation about whether AI will disrupt search. Max built Google's search systems from the inside. He walks through the exact commercial and technical reasons why Google charges $35 per thousand queries while smaller players charge $7, why the search API market is growing 10X year on year, and why Google's $400 billion consumer search revenue makes it structurally unable to compete.We talk about:Why Google charges 5X more for search API access than competitors, and how protecting $400 billion in consumer search revenue creates an innovator's dilemma that opens the door for 70-person startupsHow search built for agents differs fundamentally from search built for humans: complex queries with metadata filters, variable latency budgets, documentation versioning, and parallel executionThe moment in November 2024 when coding agents crossed a threshold, turning 12-week junior engineer projects into 30-minute background tasksWhy Max convinced Exa's founder to open in Zurich instead of keeping the team in San Francisco, and what 300 applications in weeks reveals about European AI talent densityHow Exa runs internal operations through a central AI system where sales teams describe bugs in plain English and get code fixes back without filing ticketsWhy Michael Porter's cluster theory explains how Google's 2003 decision to open a Zurich office seeded the talent ecosystem that now feeds its competitorsThis is a conversation about what happens when someone who spent a decade inside the machine steps out and looks at it from the other side. Not what Google gets wrong, but what it structurally cannot do.Our biggest takeaways, including Max's perspective on why the search market is splitting into two fundamentally different products:https://www.followthegradient.io/p/max-buckley-podcast —Where to find Max Buckley:LinkedIn: https://www.linkedin.com/in/maxbuckley/ Exa: https://exa.ai —🎙 Follow the Gradient: conversations about building a business from Europe while staying sane.Follow us: Melanie: https://www.linkedin.com/in/melaniexgabriel/ Christian: https://www.linkedin.com/in/christian-woese/ Subscribe to our channels:Newsletter: https://www.followthegradient.io YouTube: https://www.youtube.com/@followthegradientLinkedIn: https://www.linkedin.com/company/followthegradient/ X: https://x.com/followgradient Instagram: https://www.instagram.com/followthegradient/—00:00 Introduction01:26 From business intern to senior ML engineer at Google08:36 What Exa actually builds and how it differs from Google23:40 Can a 70-person company take on Google?25:09 The Zurich AI talent cluster: 300 applications and counting30:52 How Exa runs operations through a central AI brain43:53 Making a startup in Europe: the exception vs the rule48:14 Burnout, boundaries, and non-negotiable gym sessions

What do you do when organic growth cannot get you to 100 million ARR?In this episode of Follow the Gradient, Melanie Gabriel and Christian Woese sit down with Francine Gervazio, CEO of Shiftmove, and Wouter Hendriks, the company's CFO. Francine appeared on Follow the Gradient in Episode 2, when she was preparing to sell Avrios. Since then, Avrios merged with Vimcar to form Shiftmove, and the company has executed multiple acquisitions as part of a PE-backed buy-and-build strategy to reach 100M ARR.This is not a theoretical conversation about M&A. It is a CEO and CFO sitting next to each other, explaining the real mechanics of how they evaluate, finance, execute, and integrate acquisitions. Including the parts nobody talks about.We talk about:Why organic growth hit a wall in a fragmented market with 80% white space but slow adoption, and why buying became the logical pathThe three types of acquisitions: buying customers, opening geographies, and acquiring skills. Which ones work and which are a stretchHow to finance acquisitions with debt vs equity, why debt is often better for founders, and what covenant headroom actually meansThe Rule of 40 is now the Rule of 50: how acquisition targets are evaluated against the combined financial profileWhy every acquisition Wouter has done, he regretted not integrating faster. The case for day-one changes: blending communication tools, rebranding offices, aligning reporting immediatelyThe biggest due diligence surprise: undocumented liabilities, customer promises nobody told you about, and the 15 people waiting for a promotion on day oneFrancine's integration philosophy: "If you're not aligned with the culture, I'd rather replace as soon as possible. Nobody is irreplaceable."How 5 executives from 5 nationalities use cultural awareness as a strategic tool: the Canadian builds trust, the Dutchman pushes execution, and the CEO reads the roomWhy middle management is the most powerful tool for spreading culture after an acquisitionOur biggest takeaways, including Francine's view on why most founders underestimate the 18 months after an acquisition closes:https://www.followthegradient.io/p/francine-gervazio-wouter-hendriks-podcast —Where to find the guests:Francine Gervazio LinkedIn: https://www.linkedin.com/in/francinegervazio/ Wouter Hendriks LinkedIn: https://www.linkedin.com/in/wouter-hendriks-4432306a/ Shiftmove: https://www.shiftmove.com —🎙 Follow the Gradient: conversations about building a business from Europe while staying sane.Follow us: Melanie: https://www.linkedin.com/in/melaniexgabriel/ Christian: https://www.linkedin.com/in/christian-woese/ Subscribe to our channels:Newsletter: https://www.followthegradient.io YouTube: https://www.youtube.com/@followthegradientLinkedIn: https://www.linkedin.com/company/followthegradient/ X: https://x.com/followgradient Instagram: https://www.instagram.com/followthegradient/—00:00 Introduction01:32 From Avrios to Shiftmove: why organic growth was not enough11:07 Financial architecture: debt vs equity and when to use which20:53 How to know if your company can afford an acquisition25:53 Due diligence surprises and the problems you inherit32:58 Day one after acquisition: everything you hated is now yours38:30 Integration speed: why faster is always better40:46 Culture integration: values, middle management, and no politics51:09 Rapid fire: the biggest mistakes in M&A

What happens when biology runs on a completely different clock than your company?In this episode of Follow the Gradient, Melanie Gabriel and Christian Woese sit down with Julia Bösch, co-founder and CEO of Outfittery. Julia built the company from zero to 300 employees across 10 markets, doubling revenue every year. In her early 30s, while the business was at full scale, she made a decision that had nothing to do with fundraising or product: she froze her eggs.This is not a conversation about whether founders can have it all. It is one of the most honest exchanges we have recorded about what it actually costs and what it actually takes to combine building a family with building a company.We talk about:Why Julia treated egg freezing as a strategic investment, not an insurance policy, and why she calls it the best investment of her lifeThe advice from another female founder that reframed the "you'll just feel it" narrative: for some women, the clock never ticks and the decision must be plannedWhy partner choice is a career decision, not just a romantic one, and what it means to have a partner "confident enough" to be the primary caregiverHow motherhood biologically rewired Julia's leadership: radical prioritization of energy over time, not just calendar managementThe practical infrastructure that makes baby and business possible: invest aggressively in support, renegotiate with your partner regularly, and accept that perfection is goneWhy founding a company is actually easier than corporate for combining family, because founders can design their own setupThis is not a playbook. It is two founders and a host sharing the decisions, trade-offs, and systems they built around one of the most personal tensions in entrepreneurship.Julia's take on what ambitious women often misjudge about timing, control, and the cost of waiting:https://www.followthegradient.io/p/julia-boesch-podcast —Where to find Julia Bösch:LinkedIn: https://www.linkedin.com/in/julia-b%C3%B6sch/ Company: https://www.outfittery.com —🎙 Follow the Gradient: conversations about building a business from Europe while staying sane.Follow us: Melanie: https://www.linkedin.com/in/melaniexgabriel/ Christian: https://www.linkedin.com/in/christian-woese/ Subscribe to our channels:Newsletter: https://www.followthegradient.io YouTube: https://www.youtube.com/@followthegradientLinkedIn: https://www.linkedin.com/company/followthegradient/ X: https://x.com/followgradient Instagram: https://www.instagram.com/followthegradient/—00:00 Introduction02:20 Egg freezing: Julia's decision in her early 30s07:00 The process: hormone treatments, two cycles, and building Outfittery at the same time10:24 Sharing the story publicly: why vulnerability was worth it16:35 Baby and business: not an or, but an and18:03 What male co-founders underestimate about the female founder experience25:57 Partner choice as a career decision28:09 The practical setup: nannies, shared calendars, and regular renegotiation34:16 How motherhood made Julia a stronger CEO36:10 Staying sane: coaches, psychologists, EO peer groups, and dancing44:01 The 80th birthday exercise and WOOP framework for goal setting

Lukas Ziegler, robotics evangelist and VC advisor who moved from programming cobots to shaping startup strategy. He compares wheeled robots vs humanoids and why practical designs win. He explains the reliability cliff, why narrowing tasks matters, the sim-to-real limits, and why founders should vet investors. He also highlights Europe and Poland as underestimated robotics hubs.

Most founders think they can save their SaaS business by sprinkling AI on top. They're wrong. The entire playbook that powered the last two decades of software is being rewritten.In this conversation on Follow the Gradient, Andreas Goeldi, Partner at b2venture and a serial entrepreneur with 30+ years in technology, breaks down how AI is fundamentally reshaping what software businesses look like, how they price, and who survives.This is not a conversation about AI features or hype cycles. It is a clear-eyed examination of which business models are emerging, which are dying, and what separates the founders who adapt from those who get left behind.We talk about:Why the traditional SaaS playbook with 80% margins is incompatible with real AI integrationThe shift from selling tools to selling outcomes, and why customers have always wanted thisTwo categories of AI startups that are almost guaranteed to failHow general-purpose agents are becoming the "Excel of AI" and eating niche productsWhy half of all developers refuse to use AI coding tools and what that means for their careersWhat happens to organizations when middle management layers start disappearingThis episode is less about what AI can do and more about what it forces you to decide. Andreas brings the rare combination of someone who built companies for two decades before switching to investing in them, and his frameworks cut through the noise with uncomfortable clarity.Our biggest takeaways, including Andreas's reality check on where most founders are dangerously delusional about AI:https://www.followthegradient.io/p/andreas-goeldi-podcast Where to find Andreas Goeldi:LinkedIn: https://www.linkedin.com/in/agoeldi/ b2venture: https://www.b2venture.vc Blog (Innospective): https://innospective.net/ —🎙 Follow the Gradient: conversations about building a business from Europe while staying sane.Follow us: Melanie: https://www.linkedin.com/in/melaniexgabriel/ Christian: https://www.linkedin.com/in/christian-woese/ Subscribe to our channels:Newsletter: https://www.followthegradient.io YouTube: https://www.youtube.com/@followthegradientLinkedIn: https://www.linkedin.com/company/followthegradient/ X: https://x.com/followgradient Instagram: https://www.instagram.com/followthegradient/—00:00 Introduction02:22 The biggest delusion in AI right now04:55 Four buckets of AI business models07:58 AI pricing in times of vibe coding13:55 The real moats left in AI: data, regulation, and user experience17:48 Two startup ideas you should never build right now22:17 What existing SaaS founders must do to survive25:49 Why middle management is about to disappear33:01 How AI is transforming venture capital from the inside37:11 Do startups still need VCs when four people can hit millions?43:03 Rapid fire: thin wrappers, CTO hiring, and European quality

Most European founders believe the ecosystem is catching up. What if the real constraint isn't capital or talent, but the collective psychology that keeps us from acting like we've already arrived?In this episode of Follow the Gradient, we sit down with Tom Wehmeier, Partner at Atomico and the architect behind the State of European Tech report for over a decade. Tom has a rare vantage point: he tracks ecosystem fundamentals through data and sees how they play out firsthand through Atomico's investment portfolio.This is a conversation about what the numbers actually say versus what founders feel, where European tech has genuinely compounded, and where fragility still hides in plain sight.We talk about:Why sentiment and belief remain Europe's most fragile infrastructure, even as fundamentals have never been strongerHow talent is flowing from US megatech into European startups and why that shift took a decade to pay offThe three things blocking pension funds from venture allocation, including one nobody talks about: in-house talentWhy 30% of companies at Series C relocate abroad and the gravitational pull that drives itHow breakout companies like DeepL, Lovable, and Framer share a common thread: narrative clarityWhy fragmentation across European markets is what built global resilience in companies like Spotify and BookingThis episode is not a cheerleading session. It is a clear-eyed look at where conviction is earned, where it is borrowed, and where the gap between data and narrative still needs closing.Our biggest takeaways, including Tom's view on what founders consistently misread about Europe's exit data:https://www.followthegradient.io/p/tom-wehmeier-podcast Where to find Tom Wehmeier:LinkedIn: https://www.linkedin.com/in/tomwehmeier/ Email: tom@atomico.com State of European Tech: https://stateofeuropeantech.com Atomico: https://atomico.com —🎙 Follow the Gradient: conversations about building a business from Europe while staying sane.Follow us: Melanie: https://www.linkedin.com/in/melaniexgabriel/ Christian: https://www.linkedin.com/in/christian-woese/ Subscribe to our channels:Newsletter: https://www.followthegradient.io YouTube: https://www.youtube.com/@followthegradientLinkedIn: https://www.linkedin.com/company/followthegradient/ X: https://x.com/followgradient Instagram: https://www.instagram.com/followthegradient/—00:00 Introduction03:07 Europe's ecosystem fundamentals have never been stronger10:51 Where the friction shows up: go-to-market and fragmentation13:21 What will improve soon vs what founders must design around17:09 Europe's 4.6 million tech workers and where the talent advantage breaks down19:52 The compounding talent flywheel across generations24:38 Why 30% of companies relocate abroad at Series C28:45 The pension fund bottleneck: perception, regulation, and talent37:20 What breakout European companies do differently43:59 Rapid fire

Investors don't invest in you to be a very expensive administrator. So why are you still managing your own calendar at Series A?In this conversation on Follow the Gradient, Kate Connolly, founder of KaaS and former Chief of Staff at DeepMind, breaks down why most founders wait too long to get executive support and what it costs them when they do.This is not a conversation about hiring an assistant. It is about how operational leverage changes the speed of every decision a founder makes, from fundraising to hiring to product.We talk about:Why you cannot solve the strategy problem before you solve the operational problemThe concrete difference between an EA and a chief of staff, and which one you actually need firstWhat VCs privately tell Kate about founders who refuse to delegateHow a 60-minute calendar audit can reveal where your week is leakingWhy the most common chief of staff hires fail within months due to role scopingWhat great EAs do before they are asked, and how to interview for that instinctThis is not a playbook for outsourcing tasks. It is a conversation about what changes in a company when the founder stops being the bottleneck, and what it takes to get out of your own way.Our biggest takeaways, including Kate's view on where founders misjudge their own leverage:https://www.followthegradient.io/p/kate-connolly-podcast —Where to find Kate Connolly:LinkedIn: https://www.linkedin.com/in/kateconnollylondon/ Website: https://withkaas.com —🎙 Follow the Gradient: conversations about building a business from Europe while staying sane.Follow us: Melanie: https://www.linkedin.com/in/melaniexgabriel/ Christian: https://www.linkedin.com/in/christian-woese/ Subscribe to our channels:Newsletter: https://www.followthegradient.io YouTube: https://www.youtube.com/@followthegradientLinkedIn: https://www.linkedin.com/company/followthegradient/ X: https://x.com/followgradient Instagram: https://www.instagram.com/followthegradient/—00:00 Introduction02:30 When founder mode becomes the bottleneck07:29 EA vs Chief of Staff: defining the roles clearly11:24 The 15-person chief of staff trap14:46 The cost of waiting too long: velocity17:08 The 60-minute calendar audit19:09 Building your EA into a second brain26:37 What to look for when hiring an EA32:41 When everything compounds: 12-24 months in34:41 Working with C Levels46:01 Rapid fire

What actually breaks a startup first: moving too slowly, or hiring the wrong people too fast?Founders often think speed is the answer, until speed quietly becomes the problem.Follow the Gradient sits down with Paddy Lamb, Talent Partner at Atomico, who has helped scale teams from the first hire to hundreds of people across multiple continents. Drawing on a decade inside fast growing startups and venture portfolios, Paddy brings a grounded view on what really compounds and what quietly erodes a company early on.This conversation is less about hiring tactics and more about how founders make irreversible people decisions under pressure. It surfaces the trade offs behind growth, quality, accountability, and the standards that shape a company long after the first few hires.We talk about:Why hiring one month later is often cheaper than fixing a rushed hire for a yearHow to design early teams around capabilities instead of default job titlesWhat strong employer branding looks like when you have no budget and no nameWhy hiring pipelines should be built to eliminate risk, not to collect yesesHow to spot hunger and ownership without mistaking confidence for signalWhen holding on too long damages culture more than letting go earlyRather than offering a checklist, this episode explores how founders think when the answers are unclear. It is about judgment calls, standards, and accepting discomfort as the price of building something that lasts.Our biggest takeaways, including Paddy’s view on where founders consistently misjudge people decisions:https://followthegradient.io/p/paddy-lambros-podcast-video —Where to find Paddy Lambros:LinkedIn: https://www.linkedin.com/in/patricklambros/ Dex: https://meetdex.ai/ —🎙 Follow the Gradient: conversations about building a business from Europe while staying sane.Follow us: Melanie: https://www.linkedin.com/in/melaniexgabriel/ Christian: https://www.linkedin.com/in/christian-woese/ Subscribe to our channels:Newsletter: https://www.followthegradient.io YouTube: https://www.youtube.com/@followthegradientLinkedIn: https://www.linkedin.com/company/followthegradient/ X: https://x.com/followgradient Instagram: https://www.instagram.com/followthegradient/—00:00 Introduction02:49 The  journey from startup to VC05:19 Hiring slower versus scaling at all costs07:01 Deciding early roles from first principles08:39 Attracting talent without brand or budget11:40 Clarifying your employer value proposition14:04 Structuring the hiring funnel like sales17:56 Using case studies and workshops effectively20:51 Evaluating hunger and long term potential24:04 Onboarding for time to first value26:44 Holding a high bar during probation29:56 Executing layoffs with clarity and focus35:56 Founder evolution and role layering over time

Apply the concept of "Your personal Energy Audit" Adrian mentions here: https://followthegradient.io/p/how-to-protect-mental-health-with-the-energy-audit What happens when the traits that make you win are the same ones that quietly undo you?Most founders learn how to push. Few learn when stopping is the harder, necessary move.Follow the Gradient sits down with Adrian Locher, Managing Partner at Merantix Capital, a multi time founder and early stage investor who has seen the cost of relentless ambition firsthand. After exiting a previous company, Adrian pushed harder than ever, until burnout, depression, and personal loss forced a reset .This conversation explores how high performance actually works over decades, not months, and what founders miss when they treat endurance as a personal flaw rather than a design problem.We talk about:Burning out at the peak of success, not during failureWhy founders’ greatest strengths often become their most dangerous liabilitiesThe moment productivity collapses when fear quietly replaces curiositySeparating family time and work to eliminate the constant guilt loopTreating recovery as a non optional phase, not a rewardLeading teams by modeling boundaries instead of preaching balanceThis episode is less about fixing habits and more about examining how founders relate to fear, ambition, and self worth when no playbook applies. It offers a lens for thinking clearly under pressure, before pressure turns personal.Our biggest takeaways, including Adrian’s view on what founders misread about endurance:https://followthegradient.io/p/adrian-locher-podcast-burnout —Where to find Adrian Locher:LinkedIn: https://www.linkedin.com/in/adrianlocher/ —🎙 Follow the Gradient: conversations about building a business from Europe while staying sane.Follow us: Melanie: https://www.linkedin.com/in/melaniexgabriel/ Christian: https://www.linkedin.com/in/christian-woese/ Subscribe to our channels:Newsletter: https://www.followthegradient.io YouTube: https://www.youtube.com/@followthegradientLinkedIn: https://www.linkedin.com/company/followthegradient/ X: https://x.com/followgradient Instagram: https://www.instagram.com/followthegradient/—00:00 Introduction03:52 Burnout at the peak of founder success05:26 Ignoring early symptoms until everything stops12:56 Therapy and structuring life around three buckets20:09 Building companies as a marathon, not a grind23:49 Leading through authenticity instead of toughness28:06 Fear as a hidden driver of overperformance32:25 Helping yourself before helping the company33:58 Mentoring founders to avoid the lowest lows37:48 Redefining success beyond money and status

Judith Dada, General Partner at Visionaries Club and founder of Open Source Nanny, is an investor and ecosystem builder focused on European tech sovereignty and AI. She discusses Europe's misplaced game-playing, the risk of conceding models and infrastructure, the frontier gap between cutting-edge AI and everyday adoption, and the personal costs of ambition for founders and parents.