Autonomy Insiders

Daniel Abreu Marques

Autonomy Insiders is the weekly podcast for people who need a clear view of autonomous driving, not recycled takes. Each episode features interviews with leaders across the autonomy ecosystem: robotaxi operators, OEMs, platform players, regulators, and investors. We go deep on Europe and China, markets that are often under-covered, and we always connect back to the US so you can compare playbooks. We talk about what changes outcomes: deployment constraints, unit economics, partnership strategy, safety cases, regulation, and the real work of scaling fleets and operations. You will hear what leaders are optimizing for, where they are stuck, and what they think is coming next. If you follow autonomous vehicles, this is built for you.

  1. vor 4 Tagen

    Europe’s Own Path to Autonomous Mobility | Lukas Neckermann

    Is Europe hopelessly behind in autonomous driving, or should it skip the race altogether? Lukas Neckermann thinks both camps are wrong. If the driving software comes from California, China or Israel, what actually stays in Europe? Who earns the money, who employs the people, and who owns the fleets? Lukas coined the term “mobility revolution” more than ten years ago, built on three zeros: zero emissions, zero accidents, zero ownership. He started his career at BMW and Allianz, has written four books on mobility and cities, co-founded PAVE Europe and the Urban Places Lab, and runs Neckermann Strategic Advisory in London. In this episode: Why Europe’s path is an extension of public transport, not a substitute for itWhy one type approval framework beats a patchwork of US city permitsWhy most robotaxi revenue sits in fleet management, not softwareWhy banks and lessors are still on the sidelinesWhat has to be true by October 2027 for Europe to winChapters 00:00 Intro 02:11 Why both camps are wrong: Europe’s own path 07:44 Regulation as a head start, and why pilots die 12:22 Oslo and the public transport playbook 14:45 Where the money really stays: orchestration and insurance 19:37 The vertical integration myth and the hidden labor behind robotaxis 25:14 Who will own the fleets: banks, lessors and residual values 28:34 Serving the suburbs: regulation, ride pooling and mobility deserts 34:13 Europe in 2027 and 2030, and where to meet Lukas Links My newsletter: The AV Market Strategist Lukas on LinkedIn Urban Places Lab on LinkedIn PAVE Europe

  2. 7. Okt.

    Inside Germany's Autonomous Driving Law: The Hurdle Nobody Has Cleared

    Germany wrote the world's first legal framework for driverless commercial service in 2021. Five years later, no operator holds a regular Level 4 approval. Why? Till Stegemann is a lawyer at Rödl in Berlin. He advises cities, transport operators and companies on autonomous mobility. He is a co-author of the German Federal Ministry of Transport's handbook "Autonomous Driving in Public Transport", a practical guide for cities and transit operators on bringing driverless vehicles into public transport. In this episode, Till walks through the German process step by step. Which permit, from which authority, in which order, and what has to be in the file. We cover the vehicle approval from the KBA, why the functional safety concept is where applications stall, what the technical supervisor may and may not do, and how EU and UN rules change the picture. We close with Till's verdict on why Germany has the law but not the market, and what cities and operators should do first. Chapters 00:00 Intro: Germany's legal head start 01:37 The architecture: StVG, AFGBV and the SAE levels 09:01 Permit 1: Vehicle approval from the KBA 18:20 Permit 2: Operating area approval and the Berlin real-world test 24:12 The technical supervisor and the vehicle holder 29:22 Passenger transport permit and liability 32:30 EU type approval and the new UN regulation 37:48 Why Germany is not the first market 40:44 Advice for cities and operators Links My Newsletter with weekly AV Industry Analysis: https://avmarketstrategist.substack.com/ Handbook "Autonomous Driving in Public Transport" (German Federal Ministry of Transport): https://www.bmv.de/SharedDocs/DE/Anlage/K/autonomes-fahren-oeffentlicher-verkehr.pdf?__blob=publicationFile Till Stegemann on LinkedIn: here

  3. 1. Okt.

    Grab's Autonomous Vehicle Playbook for Singapore and Southeast Asia | Dominic Ong, GM Autonomous

    Southeast Asia should be the last place AV's arrive. Dense, improvised traffic, monsoon rain and some of the cheapest driver labor in any middle-income region. Yet in April 2026, Punggol in northeast Singapore became the first residential neighborhood in Southeast Asia with a public autonomous passenger service. In this episode of Autonomy Insiders, Daniel Abreu Marques talks with Dominic Ong, General Manager Autonomous at Grab, who runs that program with WeRide and Singapore's Land Transport Authority (LTA). We cover: → Why Grab's case for autonomous vehicles is about reliability, not driver cost → How Grab's hybrid model dispatches robotaxis and human drivers on one network → How Grab, WeRide and LTA split the work in Singapore → Why vehicle uptime now matters more than miles per critical intervention → What breaks an AV stack in Southeast Asia: vehicle costs in Singapore, monsoon rain, motorcycles and right-hand drive → Delivery robots, and why Grab takes equity in AV partners like WeRide, Momenta and Vay → How Grab views Waymo's planned entry into Singapore Chapters 00:00 Why Southeast Asia is the hardest robotaxi market 00:55 Grab and the GM Autonomous mandate 04:57 What autonomy actually solves for Grab 08:45 The hybrid model: robotaxis and human drivers on one network 14:02 Punggol: how Grab, WeRide and LTA split the work 19:02 From fixed-route shuttle to robotaxi ride-hailing 21:56 The metrics Grab actually watches 25:43 What breaks an AV stack in Southeast Asia 30:31 Autonomous delivery and robotics 33:48 Equity stakes, AV partners and Vay 42:01 Waymo enters Singapore 44:05 Who owns the fleet at scale About the guest Dominic Ong is General Manager Autonomous at Grab. He has worked on autonomous vehicles for more than a decade, first at Singapore's Economic Development Board and for the past ten years at Grab. Newsletter: The AV Market Strategist Connect with Daniel on LinkedIn #robotaxi #Grab #autonomousvehicles

  4. 23. Sept.

    The UK's Autonomous Vehicle Permit Process Explained

    London's first robotaxi service runs on the Uber app with a safety driver still behind the wheel. Here is every step a company must clear before the UK lets it take the driver out. Tym Syrytczyk co-founded the Institute for Driverless Transport (IFDT), an independent UK research body, and writes Self-Driving Insights. His recent piece on getting permission to run a robotaxi service in London is the plain-English explainer. This episode walks through it in order. The law comes first. Two Acts separate supervised rides from driverless ones. The 2018 Act set out insurance and liability, and the Automated Vehicles Act 2024 builds the permanent framework, due to be complete by 2027. The Department for Transport formally grants the permit. The DVSA runs most of the process, the VCA assesses the vehicle and its software, and Transport for London holds local consent. Next is the route a company actually takes. Waymo, Wayve and Apollo Go test in London without any trial permit, guided only by a non-statutory code of practice. Wayve and Uber carry passengers today on three ordinary private hire licences, so legally the service is no different from a standard Uber ride. Taking the driver out needs an automated passenger services (APS) permit and a safety case. Then it gets political. TfL has six weeks to respond to a proposed service, and if it stays silent, that counts as consent. Applications opened in May, but TfL says it has received none for London, and it has not published any consent guidance. Daniel Abreu Marques asks Tym why nobody has applied yet, whether TfL could delay driverless services almost indefinitely, and how much time operators should really add to their plans. It ends with Tym's on-the-record prediction for London's first driverless permit: which operator, how many cars, and which part of the city. TIMESTAMPS0:00 - London's first robotaxi service still has a driver 1:13 - Why a newsletter wasn't enough: founding IFDT 5:11 - Why permits matter as much as the software 7:14 - Supervised vs. driverless under UK law 8:23 - Two laws: the 2018 and 2024 Acts 10:42 - Who does what: DfT, DVSA, VCA and TfL 13:27 - What fast-tracking the pilot scheme changed 15:39 - Testing in London without a trial permit 18:06 - What goes into a safety case, and who reads it 20:15 - The vehicle special order 22:52 - How Wayve and Uber carry passengers today 26:44 - Uber operates, Wayve drives: why the split matters 28:11 - The APS permit, and why DVSA issues it, not TfL 31:11 - Remote assistance and the legal meaning of self-driving 33:41 - Operational design domain vs. permit area 36:13 - From application to permit, and TfL's six-week clock 39:45 - Why TfL has received zero applications 41:37 - No consent guidance: the practical effect 43:56 - DfT vs. TfL: real tension or working as designed? 45:17 - Prediction: London's first driverless permit LINKS Tym's Substack: https://substack.com/@tympj The AV Market Strategist (my newsletter) - https://avmarketstrategist.substack.com #Robotaxi #AutonomousDriving #London #TransportPolicy #AutonomyInsiders

  5. 16. Sept.

    beti: The French AV Operator Behind WeRide's First European Robobus | Benjamin Beaudet, CEO beti

    Europe's first fully driverless commercial robobus runs in France. beti is a French operator of automated mobility networks, and a spin-off from Bertolami, a family coach business that has moved people around rural France for 75 years. CEO Benjamin Baudet explains the layer of the autonomous driving industry nobody photographs: the people and software that keep a driverless bus service running once the driver is gone. Before beti existed, the family studied its own routes and asked a simple question — if the driver is no longer on board, who does everything else? They counted 421 daily tasks that had nothing to do with driving. Autonomous driving technology replaces the driving task. It does not replace the operator. That finding became the company. What beti sells is people and software: field teams trained to deploy someone else's autonomy, plus two in-house platforms — OperaVision for the ground crew and HyperVision for remote monitoring. The conversation gets into the fleet operations numbers this layer rarely publishes: four vehicles per hypervisor on two-hour rotations, roughly 20% of operating effort spent on cleaning, charging, depot work and roadside recovery, and around 30% lower operating cost than a service with a driver — but only above eight hours a day and seven days a week. In October 2024 beti flew to Guangzhou to argue it was the right size of European partner. Four months later the Valence TGV robobus line launched with WeRide and Renault. Adapting a robobus designed for the Chinese market took a year of closing gaps on language, interfaces and data protocols. Plus: how French driverless permits came through in three months, why Keolis, Transdev and RATP are customers rather than competitors, how beti is preparing for robotaxi and goods transport alongside public transport, and the 2030 target Benjamin uses to measure success. This show is the interview half. The analysis lands every Monday in the newsletter. Free: https://avmarketstrategist.substack.com/?utm_source=youtube&utm_medium=description&utm_campaign=ep27 TIMESTAMPS 0:00 - open: the gap in the leading pack is narrowing 0:59 - The service layer nobody photographs 1:53 - What beti actually sells 2:24 - Why a family coach operator started an autonomy company 3:32 - The 421 tasks that are not driving 5:01 - What transfers from a 75-year-old bus business 6:00 - The turnkey offer: people plus two software platforms 7:37 - Hypervision vs. teleoperation, and who owns the driving 8:52 - Why the control room sits in the same country 9:16 - Training customers to not need you 10:16 - What operators underestimate 11:12 - Four layers, and the two beti refuses to enter 12:13 - How many vehicles one hypervisor can handle 13:38 - What caps the ratio: human attention 14:18 - The ground crew: 20% of operating effort 14:54 - What stops WeRide or Renault building this themselves 15:55 - Valence 2025: how the WeRide deal came together 17:00 - Why that route, and the riders who became ambassadors 18:59 - Driverless permits in three months 19:59 - Rebuilding a Chinese robobus for Europe 22:02 - Navya, EasyMile, WeRide: a 20-criteria operator framework 23:31 - Roland-Garros 2026: a 100% beti operation 25:00 - Who the customer is, and who writes the cheque 26:11 - 30% below a driven service, with conditions 27:18 - When your supplier goes under 28:58 - Keolis, Transdev, RATP: customers, not competitors 30:13 - The 2030 target: 2,000 hypervision licences

  6. 9. Sept.

    Robot Pit Stops for Robotaxis | George Kalligeros, CEO Aseon Labs

    Everyone measures robotaxi progress in miles driven. Almost nobody measures the hours the vehicle spends not driving. George Kalligeros, co-founder and CEO of Aseon Labs, is building a robot that compresses a depot into a single parking space. When a robotaxi drops below its charge threshold, it leaves the zone it is earning in, drives three to five miles to a depot, queues, gets serviced, and drives back. In San Francisco, a compact city with unusually good infrastructure, that is roughly two hours out of service, and it happens several times a day. The driving stack is fully autonomous. Everything around it is still humans, real estate and deadhead miles. Aseon's answer is a six-metre box that occupies one charging bay, holds two six-axis robotic arms, and completes a reset in twenty to thirty minutes: inspection, charge, interior clean, item retrieval, data sync and reboot. George is unusually direct about what version one does not do. No exterior wash. No sensor detailing. Anything genuinely unpleasant goes back to the depot. Daniel Abreu Marques presses on the parts that decide whether this is a business or a demo: why Aseon operates a network instead of selling boxes, how the project-company and asset-backed financing model is designed to pull AV operators into owning part of their own infrastructure, and why a pod needs only about five resets a day — roughly 10% utilisation — to break even. The wider argument is the one this show keeps returning to. If more than half the cost of a robotaxi service sits in infrastructure and operations rather than in the driver, then autonomy economics are settled off the road, not on it. And once cities start tendering licences with a cap on vehicle numbers, "drive somewhere cheaper to charge" stops being a strategy. As George puts it: the infrastructure has to meet the vehicle, not the vehicle be taken to the infrastructure just because it drives itself. Plus: what four years at Tier taught him about who you can actually incentivise, why Europe's density makes it the natural market for this product, and why he is building the company in California anyway. TIMESTAMPS 0:49 - Introduction 1:26 - What Aseon is, and what an operator actually buys 1:52 - Inside the box: one bay, two robotic arms 2:41 - A 20-30 minute reset, bounded by charge rate 3:29 - What it replaces: two hours out of service, several times a day 4:50 - What they found inside real AV depots 5:31 - A third of the fleet offline at any given time 6:44 - Four years at Tier, and who you can actually incentivise 7:50 - Which jobs version one does, and which it refuses 9:47 - Interior resets: the 90% a robot can close out 10:55 - Getting power into a dense-city parking bay 12:00 - One pod, many platforms: ID Buzz down to Cybercab 13:55 - Orchestration: no queuing, just-in-time only 14:51 - When the pod fails with a vehicle inside 15:52 - Why Aseon runs a network instead of selling boxes 18:07 - How operators pay, and what makes it bankable 19:08 - Five resets a day: the utilisation math 21:02 - Where the $10M goes, and what 2027 has to prove 21:38 - $50M a metro: from venture equity to asset-backed debt 22:48 - Movable, permittable, live in eight weeks 23:55 - Lyft, Avis, Move: why route into a third-party network 25:20 - What stays in-house 26:14 - Are AV depots the new data centres? 27:39 - Is the cost really decided off the road? 28:55 - Curb space, cities and the traffic externality 30:53 - Europe: why build in the US, and when Aseon arrives here 32:52 - The one metric for the next twelve months

  7. 26. Aug.

    France's Driverless Transport Rules, Explained by the Assessor

    France already has a working legal framework for approving driverless public transport. Most of the industry has never heard of it. Aryldo Russo of GESTE Engineering takes it apart piece by piece. Getting a vehicle type approved in Europe is one problem. Getting a driverless service running on a specific street, with a control room behind it and a city that has to agree, is a completely different one. France solved the second problem by writing its rules into the transport code rather than vehicle law, and handing the job to the national technical service that already oversaw metros and tramways. That inheritance shapes everything. The system is assessed as a whole, not as a vehicle: six domains covering onboard safety, connectivity and positioning, cybersecurity, road infrastructure, vehicle behaviour and operations, plus a seventh that consolidates them into a single verdict. Three sequential dossiers carry a project from generic capability to a specific route. And the safety bar is inherited from rail: globally at least as safe as the service being replaced, measured against national statistics rather than one bus route. Aryldo explains what happens when an operator calls, what counts as evidence, and why a million kilometres of driving proves less than teams expect. We also cover why the law refuses to name a vehicle-to-operator ratio for remote supervision, whether French cybersecurity rules duplicate UN R155, how you assess an end-to-end driving system you cannot decompose, where the seam sits between EU type approval and national authorisation, whether Brussels should use the French model as its template, and whether Europe's assurance layer is a safety asset or a competitive handicap against Waymo and Chinese operators. Plus the number nobody publishes: roughly what the whole safety demonstration costs as a share of the project. TIMESTAMPS 0:00 - Type approval is one problem. Running a service is another 1:09 - The French technical service, and its metro and tram origins 2:46 - What rail engineers see that automotive teams miss 3:45 - What actually happens when a project calls you 5:19 - The seven domains of the assessment 6:56 - Independence: assessor and engineering support at once 8:29 - What counts as an automated road transport system 9:35 - Built through the transport code, not vehicle law 10:46 - The remote intervener and the service organiser 12:02 - Predefined routes, zones, and whether Paris fits 13:36 - GAME: at least as safe as what it replaces 14:54 - National statistics, or one specific route 15:26 - Who signs: the operator, the mayor, the assessor 16:23 - Three dossiers: DCST, DPS, final safety case 19:17 - When to call an assessor, and the cost of calling late 20:45 - Remote supervision: why the law names no number 22:10 - Do remote operators have to sit in France 22:47 - French cybersecurity rules vs. UN R155 24:17 - Why a million kilometres proves very little 26:49 - Traceability when behaviour comes from data 28:26 - The seam between EU type approval and French rules 29:51 - Should Brussels use the French model 31:07 - What changes when it is a truck, not a shuttle 32:14 - How long it takes and what it costs 33:26 - Waymo, China, and whether assurance is a handicap 34:36 - The one thing he would change LINKS The AV Market Strategist (my weekly AV analysis) - https://avmarketstrategist.substack.com Aryldo on LinkedIn: https://www.linkedin.com/in/aryldogrussojr/ #AutonomousDriving #Robotaxi #DriverlessVehicles #MobilityPolicy #AutonomyInsiders

  8. 19. Aug.

    How WeRide Built a Global Robotaxi Business in 9 Years | Tony Han, CEO WeRide

    WeRide CEO Tony Han on where robotaxis actually break even, how the Uber partnership works in Abu Dhabi, and why Europe could be profitable from day one. Most robotaxi conversations cover one city, maybe one country. Tony Han runs a company that has tested or operated in more than 60 cities across 13 countries and holds autonomous driving permits in eight of them. Daniel Abreu Marques sits down with the co-founder and CEO of WeRide — the Nasdaq and Hong Kong dual-listed operator behind robotaxis, robobuses, robovans, robosweepers and a fast-growing ADAS business — to get specific about the numbers. This is a conversation about business models, not demos. Where each product line makes money, how deployment decisions actually get made, what regional break-even means in practice, and why Tony believes almost none of his L2 competitors qualify as robotaxi companies at all. You'll discover: Where WeRide is at or near break-even today, and why Europe's higher taxi fares change the math from day oneHow the three-way Abu Dhabi structure works, and who actually decides how many vehicles run on a given dayWhat happened to rider behavior after Uber launched a dedicated autonomous category — and why the surprise wasn't what you'd expectWhy more than 80% of last quarter's new vehicles went to robotaxis rather than the other four product linesThe "qualification process" Tony proposed a year ago, and why he argues no L2 competitor has passed the reverse version of itWhy WeRide refuses to build robotrucks or mining trucks despite the obvious adjacencyHow WeRide selects European launch cities — population, taxi density, regulator openness, and one factor most operators ignore entirelyWhy he calls the L4-to-L2 move a "projection" and the L2-to-L4 climb a "lifting" problem Tony also gets into the parts of the story that rarely make the earnings call: the sabbatical that turned into a Baidu AI Lab role, why he left a tenured professorship for a company with no business plan, what Taoism and Bertrand Russell have to do with building autonomous systems, and why a live connection hiccup during the recording turned out to be the best possible illustration of the physical AI reliability problem. For anyone tracking where autonomy goes next — from the Middle East build-out to Spain, Slovakia, Denmark and the open question of Germany — this is the operating picture behind the headlines. Timestamps 0:56 - Introduction 1:58 - Leaving a tenured professorship 2:15 - Baidu AI Lab, Andrew Ng, and an unexpected desk mate 6:36 - What philosophy has to do with autonomous driving 9:05 - Five product lines, five business models 15:15 - Why WeRide won't build robotrucks 17:52 - Inside the 3,400-vehicle fleet 18:46 - How WeRide decides what gets deployed where 21:19 - Who owns the vehicles: asset-light vs. own fleet 22:32 - The Middle East doubled in one quarter 23:13 - Abu Dhabi: how the Uber partnership actually works 24:50 - What changed when riders could choose a robotaxi 26:48 - Business class at taxi prices 28:44 - Europe: Spain, Slovakia, Denmark and what comes next 30:26 - How WeRide picks a European city 32:44 - Germany, Wittgenstein and a robotaxi in Stuttgart 34:01 - Unit economics: where WeRide breaks even 36:22 - Physical AI vs. digital AI 39:03 - L4 to L2: projection, lifting and the qualification test 42:45 - What separates the long-term winners 44:31 - Closing: a live lesson in reliability

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Autonomy Insiders is the weekly podcast for people who need a clear view of autonomous driving, not recycled takes. Each episode features interviews with leaders across the autonomy ecosystem: robotaxi operators, OEMs, platform players, regulators, and investors. We go deep on Europe and China, markets that are often under-covered, and we always connect back to the US so you can compare playbooks. We talk about what changes outcomes: deployment constraints, unit economics, partnership strategy, safety cases, regulation, and the real work of scaling fleets and operations. You will hear what leaders are optimizing for, where they are stuck, and what they think is coming next. If you follow autonomous vehicles, this is built for you.

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  • Erstellt von
    Daniel Abreu Marques
  • Jahre aktiv
    2026
  • Folgen
    32
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    © 2026 Daniel Abreu Marques
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