The Road to Autonomy

George Kalligeros, Co-Founder and CEO of Aseon Labs joined Grayson Brulte on The Road to Autonomy podcast to discuss building, deploying and scaling autonomous robotaxi infrastructure.
After visiting depots across the country, George noticed that the current large-scale depot model needs an update as he estimates that roughly 40% of the cost of a robotaxi depot visit is tied to relocating the vehicle, both in the cost of the trip and in lost demand.
Today a vehicle can leave service for two hours at a time, three times a day, to travel to a centralized depot. Aseon’s answer is to shrink the depot footprint and disperse it directly into the operating zones where vehicles already work.
Each Aseon pod occupies a single parking bay, arrives on a flatbed truck, rolls off on its own wheels, and expands into position. Inside, a robotic system plugs in the charger, inspects the interior and exterior, removes lost items and trash, vacuums and wipes down the cabin, syncs data, and safely stores the vehicle. Aseon calls it the core reset, and it takes roughly 30 minutes, with a target of 95% fully autonomous uptime and 20 to 30 robotaxi charge/cleaning sessions per pod per day.
Because the pods are classified as temporary infrastructure, Aseon can deploy on existing charge point operator sites or EV-permitted parking lots with a conditional use authorization in eight to 12 weeks and relocate a pod on a few days’ notice.
Fresh off a $10 million seed round, the company is targeting Dallas, Austin, and Phoenix for its first pilots with robotaxi operators, with a long-term view that infrastructure is the key to scaling robotaxis.

Episode Chapters
0:00 Why Robotaxis Need Autonomous Infrastructure
00:47 The 40% Relocation Cost Insight
04:28 Lost Utilization and Where Pods Get Placed
05:55 The Core Reset Services
07:23 Commercialization and Deployment Models
10:14 Depots, Satellites, and Nodes
13:54 Portability and Permitting
15:22 Lessons from Pushme and Tier Mobility
18:11 Inside the Robotic Reset
18:54 Deploying the $10 Million Seed
24:36 Vandalism and Security
26:21 Infrastructure Over the Next Decade
29:51 AUTNMY AI

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About The Road to Autonomy
The Road to Autonomy is the leading applied intelligence platform covering the convergence of automation, autonomy, and the Autonomy Economy.™.
Through our podcasts, newsletter, and proprietary applied intelligence, we set the narrative for institutional investors, industry executives, and policymakers navigating the convergence of automation, autonomy, and economic growth.
Join institutional investors and industry leaders who read This Week in The Autonomy Economy every Sunday. Each edition delivers exclusive insight and commentary on the autonomy economy, helping you stay ahead of what's next.

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This week on Autonomy Markets, Grayson Brulte and Walter Piecyk discuss Tesla’s Cybercab commercial launch in Austin, Uber’s continued regulatory capture campaign and Waymo’s first ever debt raise.
Tesla officially opened Cybercab to the public in Austin on September 3rd, with paid rides across the full operational design domain (ODD) in a vehicle with no steering wheel and no pedals. Grayson and Walt call it a major milestone for the Autonomy Economy, despite a coordinated effort to make the launch look unimportant.
The bigger story surrounding the launch, in Grayson’s view, is Tesla’s new form inviting individuals and companies to purchase Cybercab fleets and build and own robotaxi infrastructure. Grayson sees this as a potential franchise model with Tesla’s ability to finance the fleet as a structural advantage.
The Financial Times is reporting on Uber’s continued regulatory capture strategy, requiring human drivers to handle the majority of rides as part of a hybrid network strategy. Grayson concludes Uber is under siege from autonomy and reaching for regulatory capture, while Walt notes it also kneecaps Uber’s own autonomy partners.
Waymo opened public rides in Denver, San Diego and Tampa, reaching 14 U.S. cities, and is in the final stage of raising roughly $3 billion in debt, its first borrowing.
Zoox earns its first clappy hat for curbside pickup and drop-off at Harry Reid International Airport and announced expanded testing to Houston and San Diego. Wayve and Uber launched supervised robotaxi service in London, with Wayve stating plainly that a safety driver is on board while Uber framed it as the first autonomous rides in the UK.
On the foreign autonomy desk, Applied Intuition partnered with Humain to build an autonomous freight corridor in Saudi Arabia, DiDi began fully driverless trials of its purpose-built R2 robotaxi with the UAE next, Waymo will deploy in Munich next year against Momenta and Uber, and WeRide’s robobus is operating in Singapore.

Episode Chapters
0:00 Tesla's Cybercab Launch in Austin
08:38 NHTSA's Probe into Tesla's Self-Certification
15:49 LiDAR Debate
21:42 Tesla's Fleet Ownership Model Questions
26:21 Tempering Expectations on Cybercab Rollout
27:54 Uber's Regulatory Capture Campaign
34:44 Waymo Expands to Denver, San Diego and Tampa
36:33 Waymo's $3 Billion Debt Raise
38:45 Robotaxi Depot Infrastructure
41:08 Zoox Launches Service at Harry Reid International Airport (LAS)
48:40 Wayve and Uber Launch Supervised Rides in London
52:32 Autonomous Trucking
55:22 Foreign Autonomy Desk
1:00:33 Next Week

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About The Road to Autonomy
The Road to Autonomy is the leading applied intelligence platform covering the convergence of automation, autonomy, and the Autonomy Economy.™.
Through our podcasts, newsletter, and proprietary applied intelligence, we set the narrative for institutional investors, industry executives, and policymakers navigating the convergence of automation, autonomy, and economic growth.
Join institutional investors and industry leaders who read This Week in The Autonomy Economy every Sunday. Each edition delivers exclusive insight and commentary on the autonomy economy, helping you stay ahead of what's next.

Sign up for This Week in The Autonomy Economy newsletter
See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

This week on Autonomy Signals presented by KPMG, Grayson Brulte and Rob Grant discuss Waymo launching commercial robotaxi service in Denver, San Diego, and Tampa on the same day, UBTECH's humanoid revenue surging 1,445% on industrial demand, and Sandvik unveiling SAMI, a cabin-less autonomous surface drill that removes humans from the blast zone.
On September 1st, Waymo opened service to the public in Denver, San Diego, and Tampa, bringing the service to 14 cities with a fleet exceeding 4,000 vehicles, roughly 500,000 paid weekly trips, and 220 million fully autonomous miles.
Launching three major markets simultaneously confirms Waymo has moved from single-city validation into a repeatable multi-market playbook, timed on the eve of Tesla's Cybercab launch to keep the market focused on verified commercial metrics.
Denver is the signal inside the signal as it's Waymo's first cold-weather market, and Tampa becomes the first true head-to-head market where Waymo and Tesla launched within five weeks of each other. Waymo's constraint is vehicle supply, Tesla's is regulatory.
While Waymo expanded, UBTECH reported roughly $190 million in first-half revenue, with humanoid sales surging nearly 1,500% year over year to 46% of group sales on 921 full-size Walker S units delivered at a 66.8% gross margin to automotive and smart factory customers such as Foxconn. The caveat is that 96% of that revenue came from bespoke customization contracts rather than repeatable product sales, making UBTECH a high-margin systems integrator wearing a humanoid robotics label, while China's near monopoly on motors, actuators, sensors, and batteries raises the risk that the West is pushed into a software IP licensing role.
As humanoids scale on Chinese factory floors, Sandvik introduced SAMI, a fully autonomous, battery-electric, cabin-less concept surface drill that self-replaces its own bits and hammers via an onboard robotic arm, coordinated by a mine-wide AI agent. Removing the operator from the blast zone is immediately quantifiable ROI, and while SAMI remains a concept with unconfirmed timelines, it confirms industrial autonomy is shifting from single-vehicle automation to multi-asset orchestration, where value accrues to whoever owns the digital twin layer rather than the hardware.

Episode Chapters
0:00 KPMG Sponsor Introduction
02:07 Signal 1: Waymo Launches service in Denver, San Diego, and Tampa
31:29 Signal 2: UBTECH Humanoid Revenue Surges 1,445%
51:10 Signal 3: Sandvik SAMI Takes Humans Out of the Blast Zone

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About The Road to Autonomy
The Road to Autonomy is the leading applied intelligence platform covering the convergence of automation, autonomy, and the Autonomy Economy.™.
Through our podcasts, newsletter, and proprietary applied intelligence, we set the narrative for institutional investors, industry executives, and policymakers navigating the convergence of automation, autonomy, and economic growth.
Join institutional investors and industry leaders who read This Week in The Autonomy Economy every Sunday. Each edition delivers exclusive insight and commentary on the autonomy economy, helping you stay ahead of what's next.

Sign up for This Week in The Autonomy Economy newsletter
See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Frank Reig, CEO of Voltera joined Grayson Brulte on The Road to Autonomy podcast to discuss how Voltera is powering the growth of robotaxis and what goes into building a robotaxi depot.
As the robotaxi market grows, infrastructure developers are racing to meet the demand for large-scale fleet depots. Following the strategic merger between Voltera and Revel, the newly combined Voltera has doubled its development and real estate capacity to build, own, and operate high-power charging depots tailored specifically for robotaxis.
Voltera’s robotaxi infrastructure strategy centers on a hub-and-spoke model, combining large-scale central facilities capable of heavy maintenance with strategically dispersed charging hubs designed for high utilization and quick vehicle turnaround.
To support the rapid growth of robotaxis, Voltera standardizes site layouts while maintaining the flexibility to adapt to local constraints, future-proofing its locations with high-capacity underground conduits, fiber connectivity, and high-voltage power architectures to meet escalating power demands.

Episode Chapters
0:00 AUTNMY AI
0:36 Growth of Robotaxis
1:34 The Voltera and Revel merger
3:31 Permitting and Powering Depots
7:49 Airport Depots
11:37 Standardizing Depot Design
16:11 Single-Tenant vs Multi-Tenant Depots
18:18 Automation Inside the Depot
20:49 Future-Proofing for 800-Volt Architecture
24:38 Will Voltera Expand Internationally?
30:48 Hub-and-Spoke Depot Model
35:39 The Future of Voltera

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About The Road to Autonomy
The Road to Autonomy is the leading applied intelligence platform covering the convergence of automation, autonomy, and the Autonomy Economy.™.
Through our podcasts, newsletter, and proprietary applied intelligence, we set the narrative for institutional investors, industry executives, and policymakers navigating the convergence of automation, autonomy, and economic growth.
Join institutional investors and industry leaders who read This Week in The Autonomy Economy every Sunday. Each edition delivers exclusive insight and commentary on the autonomy economy, helping you stay ahead of what's next.

Sign up for This Week in The Autonomy Economy newsletter
See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

This week on Autonomy Markets, Grayson Brulte and Walter Piecyk discuss Grayson’s field work across the Bay Area, Tesla’s September 3rd Cybercab launch and Nevada’s authorization of 8,000 autonomous vehicles in Clark County.
Fresh off a week of field work in California, Grayson shares firsthand impressions from his first rides in Waymo’s Zeekr-built Ojai, including a visit to Waymo’s Toland depot in San Francisco. While the Ojai rides lighter and less luxurious than the Jaguar I-PACE, its elevated sensor placement meaningfully reduces repair costs and insurance payouts in the event of a rear-end collision.
Grayson views the Ojai as a stopgap vehicle on the path to the Hyundai IONIQ 5, which he believes will be Waymo’s massive production ramp vehicle. After riding in the Zoox, the Ojai and the Jaguar back-to-back, and observing Waymo’s infrastructure buildout from San Francisco down to San Jose, Grayson makes a prediction. When Waymo adds roughly 1,000 to 1,200 additional vehicles in the Bay Area, the company will capture a significant portion of the rideshare market share.
Grayson also rode with Wayve with his AUTNMY AI co-founder Rob Grant in a fully dynamic, no-fixed-route supervised ride, noting the technology has accelerated meaningfully since his last ride in London as Wayve gears up for unsupervised operations.
Turning to Tesla, the Cybercab is scheduled to commercially launch in Austin on September 3rd, with Grayson expecting a measured rollout of sub-30 Cybercabs in week one, driven by an internal safety metric and infrastructure that is still being built out.
Meanwhile, Nevada’s Transportation Authority unanimously authorized 8,000 autonomous vehicles in Clark County over 12 months. But the growth comes with a catch, as autonomy drop-off fees and exclusive resort partnerships threaten to bring Vegas-style nickel and diming to robotaxis in Sin City.
On the foreign autonomy desk, China’s Autonomous Belt and Road Initiative continues to take hold in Europe.

Episode Chapters
0:00 Grayson's Latest Bay Area Field Report
19:30 How Many Cars Will Actually Be on the Road when Cybercab Launches?
24:25 Tesla's Self-Certification Strategy for Cybercab
25:31 Tesla Semi
30:40 Waymo's 10 AI Lessons
36:36 The Robotaxi Infrastructure, Energy and Manufacturing Layers
37:38 Nevada Authorizes 8,000 Autonomous Vehicles in Clark County
39:55 Uber's Robotaxi Playbook Raises Doubts
42:08 Waymo Expands to Munich, Germany
45:06 NVIDIA Earnings. Where is Automotive?
49:53 Autonomous Food Delivery
52:33 Who is Cheaper? Uber or Lyft?
56:39 SFO Robotaxi Access
58:10 Foreign Autonomy Desk
59:53 Next Week

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About The Road to Autonomy
The Road to Autonomy is the leading applied intelligence platform covering the convergence of automation, autonomy, and the Autonomy Economy.™.
Through our podcasts, newsletter, and proprietary applied intelligence, we set the narrative for institutional investors, industry executives, and policymakers navigating the convergence of automation, autonomy, and economic growth.
Join institutional investors and industry leaders who read This Week in The Autonomy Economy every Sunday. Each edition delivers exclusive insight and commentary on the autonomy economy, helping you stay ahead of what's next.

Sign up for This Week in The Autonomy Economy newsletter
See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.