M&A advisory for autonomous technologies companies
Autonomy M&A has accelerated as the sector consolidates around a smaller set of credible operators. After the wind-downs at Argo, Embark and Cruise, capability acquisitions have become a primary route for OEMs and tier-1 suppliers to acquire autonomy stacks, perception talent and tooling rather than build internally. Strategic activity has also picked up in autonomous trucking, defence and dual-use, and industrial autonomy.
The autonomy buyer set is concentrated and strategic. OEM corporate development (Toyota, VW, GM, Ford, Stellantis, Hyundai, BMW) and tier-1 suppliers (Bosch, Continental, Aptiv, ZF, Magna) are the primary acquirers of autonomy stacks and perception capability, alongside big tech (Google, Apple, Microsoft) in adjacent stacks and logistics platforms in trucking and freight. Flow has direct access to these corporate development teams and runs outreach to buyers that have actually closed capability or talent acquisitions in autonomy.
Flow team has relevant sector experience and has worked with autonomy companies across robotaxi and shared autonomous mobility, autonomous trucking and freight, autonomy software stacks and middleware, sensor and perception systems, and autonomous applications in mining, agriculture and industrial environments.
"Autonomous technologies" KPIs M&A buyers look at
Key metrics strategics and PE buyers look at when analayzing autonomous technologies M&A targets
Kilometres driven autonomously
Disengagement rate
Km per disengagement
Test fleet size
Operational design domains live
OEM & customer contracts
Pilot revenue
R&D spend
Simulation hours
Safety incidents
Cash runway (months)
Autonomous technologies valuations in May 2026
Public autonomous technologies comps trade at 5.7x EV/Revenue. Median revenue multiple across autonomous technologies M&A deals was 1.1x in the last 12 months.
5.7x
Median EV/Revenue as of May 2026 for public autonomous technologies companies
16x
Tesla is the highest valued public autonomous technologies company based on EV/Revenue (excluding outliers)
1.1x
Median EV/Revenue across autonomous technologies M&A deals in the last 12 months
28x
Median EV/Revenue across autonomous technologies VC rounds in the last 12 months
Key recent autonomous technologies M&A deals
$1.6B acquisition of ZF (driver's assistance unit) by Harman was the largest autonomous technologies M&A transaction completed in the last year.
See all autonomous technologies M&A deals| Logo | HQ | Description | Buyer | ||||
|---|---|---|---|---|---|---|---|
Dec-25 | Z | ZF (driver's assistance unit) |  | ZF's driver's assistance unit develops advanced driver assistance systems including sensors, cameras, and software for automated braking, lane keeping, and adaptive cruise control in vehicles worldwide. | Harman | $1.6B | - |
Dec-25 | Z | ZF Group (ADAS unit) | | ZF Group ADAS unit develops advanced driver assistance systems as part of the global automotive supplier ZF Group. | Harman | $1.6B | - |
Nov-25 | Einride |  | Einride is a Gothenburg-headquartered freight technology company offering electric and autonomous trucking solutions. Founded in 2016, it launched the world's first public-road autonomous electric freight vehicle in Sweden in 2019. The Einride Saga truck and Freight OS platform enable route optimization, electrification, and pod-based cargo transport, with partnerships including Coca-Cola European Partners, DB Schenker, and Coca-Cola in the US. | Legato Merger Corp III | $1.4B | 30x | |
Jun-25 | Oxford Ionics |  | Oxford Ionics is an Oxford-based quantum computing company developing trapped-ion qubits with integrated electronic control for scalable quantum processors. Its technology enables parallel manipulation of qubit arrays with low noise, supporting applications in computation and simulation. The firm collaborates with partners like SEEQC for cryogenic electronics integration. Oxford Ionics has demonstrated two-qubit logic gates with fidelities exceeding 99.9 percent and continues to advance rack-mountable quantum systems deployable in data centers. | IonQ | $1.1B | - | |
Mar-26 | Scythe |  | Scythe Robotics is a Longmont-headquartered developer of autonomous lawnmowers for commercial landscapes. Founded in 2018, the M.52 model uses AI perception for obstacle avoidance in unstructured outdoor areas. Deployed on golf courses and campuses across the United States. | Autonomous Solutions | $1.0B | - | |
Jan-26 | Mentee Robotics |  | Mentee Robotics is an Israeli company developing humanoid robots with advanced dexterity using robotics, AI vision, and sensor fusion. The MenteeBot platform features modular arms capable of grasping delicate objects and adapting to household or warehouse tasks via human demonstration learning. Deployments target logistics automation and domestic assistance, with robots navigating dynamic environments through 3D perception. Headquartered in Tel Aviv and founded in 2018, Mentee Robotics collaborates with manufacturers for scalable production. | Mobileye | $900M | - | |
Sep-25 | Vector Atomic | | Vector Atomic is a Pleasanton, California-headquartered developer of quantum sensors for precision applications in GPS-denied navigation, timekeeping, and inertial measurement. Its chip-scale atomic clocks and magnetometers enable autonomous systems, telecommunications networks, and quantum computing hardware. The company raised $65 million in Series A funding in 2023 from investors including Bill Gates and Airbus Ventures, positioning it as a key supplier for defense and aerospace programs. | IonQ | $390M | - | |
Apr-26 | Electra Vehicles | | Electra Vehicles is a provider of AI-driven software for electric vehicles, fleets, and batteries from its Detroit, Michigan headquarters. Launched in 2021, its EVE-Ai 360 platform uses machine learning to extend battery range by 20% and lifetime by 30% via cloud-connected controls. The EnPower Design Suite offers simulations with 300+ cell types, serving OEMs like Ford and fleet operators managing 10,000+ vehicles for real-time performance optimization. | Iron Horse Acquisition Corp. II | $250M | - | |
Aug-25 | Vayu Robotics | | - | Serve Robotics | $240M | - | |
Nov-25 | Sentrycs | | Sentrycs is a Tel Aviv-headquartered provider of counter-drone systems that detect and neutralize unauthorized commercial drones using proprietary Communication Protocol Analytics technology. The platform delivers 24/7 monitoring across diverse environments, including urban areas and harsh weather conditions, while supporting an expanding library of over 200 drone models with regular updates based on field data. Deployed at airports, critical infrastructure sites, and military bases worldwide, Sentrycs integrates RF-based detection with automated mitigation tools like jamming and spoofing. The Israel Defense Forces and European airports count among its early adopters since its 2017 launch. | Ondas | $225M | 20x | |
Aug-25 | Daedalean |  | Daedalean is a developer of machine learning avionics for civil aviation and urban air mobility. The Zurich-headquartered company, with offices in Switzerland, the European Union, and the United States, produces Pilot Eye and Ailumina Vista for visual traffic detection in fixed-wing aircraft and helicopters. Partnerships with EASA and FAA support certification of AI systems for applications like power line detection and landing guidance at daedalean.ai. | Destinus | $225M | - | |
Jun-25 | Be-Mobile |  | Be-Mobile is a Belgium-headquartered IT firm delivering smart mobility solutions for transport, logistics, automotive, and multimodal sectors. Its portfolio includes traffic management systems, electronic tolling platforms, logistics optimization tools, traveler information services, and mobility payment gateways. Serving public authorities, road operators, and private firms across Europe, Be-Mobile operates from offices in Leuven and Antwerp to streamline urban mobility and reduce congestion. | Arrive | $198M | - | |
Mar-26 | MAVRIK | | - | HavocAI | $175M | - | |
Jul-25 | Monogram Technologies | | Monogram Technologies is a medical robotics company headquartered in Austin, Texas, advancing orthopedic surgery with its mBOTS robotic platform. The system enables precise bone milling for patient-matched knee implants during total joint replacements. Incorporated in 2021, it integrates AI-driven planning software with haptic feedback robotics to enhance surgical accuracy and outcomes. Monogram Technologies collaborates with hospitals for clinical trials in the United States. | Zimmer Biomet | $168M | - | |
Mar-26 | RIVR | | RIVR is a Zurich-based robotics company advancing Physical AI for last-mile delivery. Rebranded from Swiss-Mile in 2025, it deploys wheeled-leg robots powered by neural networks capable of navigating urban terrains at scale. The technology equips one operator to manage fleets equivalent to 1,000 human couriers, trialing in European cities. | Amazon | $100M | - |
Most active buyers of autonomous technologies companies
Quantum Systems, Amazon and Ondas are the most active acquirers of autonomous technologies companies in the last three years.
See all autonomous technologies acquirers| Logo | HQ | Description | Key acquisitions | ||
|---|---|---|---|---|---|
Quantum Systems | | Quantum Systems is a Munich-based manufacturer of AI-powered drones like Trinity Pro and Vector for defense, security, and emergency response. Its heavy-lift VTOL systems provide BVLOS reconnaissance with EO/IR payloads and real-time data analytics, serving NATO forces, border patrols, and firefighting units in Europe and the Middle East. | FERNRIDESpleenlabNordic Unmanned UK+1 | 4 | |
 | Amazon | | Amazon is the leading online retailer and marketplace for third party sellers. Retail related revenue represents approximately 74% of total, followed by Amazon Web Services (17%), and advertising services (9%). International segments constitute 22% of Amazon's total revenue, led by Germany, the United Kingdom, and Japan. | Fauna RoboticsRIVRCovariant+2 | 4 |
Ondas | | Ondas Inc designs, develops, manufactures, sells, and supports FullMAX Software Defined Radio (SDR) technology in the United States, Israel, and India. The company operates in two business segments namely Ondas Networks and Ondas Autonomous Systems. The company generates maximum revenue from Ondas Autonomous Systems through the sales of the Optimus system and separately priced support, maintenance, and ancillary services related to the sale of the Optimus system. | RoboteamSentrycsApeiro Motion+2 | 3 | |
Mibee Aviation Technology |  | Mibee Aviation Technology Holding Inc is a corporation engaged in the commercial drone industry. It is focused on the development and manufacturing of light aircraft and industrial-grade drones for applications in sectors such as logistics, agriculture, emergency response, and defense. Through its subsidiary, the Company provides a range of products, including UAVs (unmanned aerial vehicles) and light aircraft, and has a well-developed customer base in the logistics and agricultural sectors. The Company also specializes in providing drone technology solutions and services, including training, maintenance, and repair. | Rotor LabAloftRotor Riot | 3 | |
Applied Intuition | | Applied Intuition is a Mountain View-headquartered developer of simulation software, Vehicle OS, and self-driving toolchains for AI-driven autonomous vehicles. The company accelerates deployment across automotive, defense, trucking, construction, mining, and agriculture sectors. Major global automakers and Department of Defense programs rely on its platforms to validate sensor suites, perception stacks, and planning algorithms. Founded in 2017, Applied Intuition maintains offices in Washington, D.C., San Diego, Ann Arbor, London, Stuttgart, Munich, Stockholm, Bangalore, Seoul, and Tokyo to support international engineering teams. | EpiSciGhost AutonomyEmbark Trucks | 3 | |
Harman | | Harman International Industries is a Stamford, Connecticut-headquartered subsidiary of Samsung Electronics that engineers audio, infotainment, and connected technologies for automotive, consumer, and professional markets worldwide. The Automotive division supplies systems to vehicle makers including BMW, Toyota, and Mercedes-Benz under brands like JBL, Harman Kardon, and Lexicon. Consumer offerings feature home theater speakers and portable audio from AKG and Infinity distributed through retailers such as Best Buy. Professional products include JBL loudspeakers and Crown amplifiers for stadiums, arenas, and broadcast facilities. The company also licenses QNX software for embedded applications in medical devices and industrial automation. | ZF (driver's assistance unit)ZF Group (ADAS unit)Sound United | 2 | |
Serve Robotics | | Serve Robotics Inc is developing next-generation robots for last-mile delivery services. It design, develop and operate low-emissions robots on AI-powered robotics mobility platform, that serve people in public spaces, starting with food delivery. Its first product is a zero-emission robot that serves people in public areas, Starting with food delivery. It has developed an AI-robotics mobility platform, with last-mile delivery in cities as its first application. | Diligent RoboticsVayu RoboticsVoysys | 2 | |
Blue Cloud Softech |  | Blue Cloud Softech Solutions Ltd is engaged in designing and developing computer software and marketing in India or abroad. It is also engaged in providing data processing services of all kinds, including computer consultancy, systems analysis, and programming, and computer maintenance in India or abroad. The company provides AI, tech, digital, and cloud-based solutions catering to the demands of its customers related to digital transformation, cloud mitigation, software architecture, and digital workforce management among others. | 3P Vision XAIS AnywhereGlobal Impex | 2 | |
Versaterm |  | Versaterm is an Ottawa-headquartered global supplier of public safety software solutions. The company provides integrated platforms for CAD, RMS, evidence management, and forensics used by police, fire, and justice agencies worldwide. Acquired products include JusticeTrax for jails, IAPro for internal affairs, and SPIDR Tech for community engagement. Versaterm serves over 2,500 agencies with cloud-hosted tools enhancing dispatch, reporting, and inmate tracking. | AloftDroneSenseMindbase | 2 | |
HavocAI | | HavocAI is an artificial intelligence company that delivers maritime autonomy solutions to defense and commercial markets. | MAVRIKTeleo | 2 |
Founders and investors we've worked with
We've supported winning builders across autonomous technologies and beyond.
MAILINGWORK
We acted as exclusive sell-side advisor to MAILINGWORK, a Chemnitz-based email marketing software platform, on its sale to French digital marketing leader Positive Group.
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TestSolutions
We acted as exclusive financial advisor to Swiss PE firm Patrimonium on its majority stake acquisition of TestSolutions, a Frankfurt-based software testing and IT services provider.
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Rebellion Pay
We acted as exclusive sell-side advisor to Rebellion Pay, Spain's leading Gen Z neobanking platform, on its sale to Turkish consumer fintech unicorn Papara.
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HAPPYCAR
We acted as exclusive sell-side advisor to HAPPYCAR, a Hamburg-based pan-European rental car comparison and booking platform, on its sale to Dutch online price comparison player EasyTerra.
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Resillion
We provided buy-side advice to a dominant TIC industry player on the carve-out and acquisition of Resillion (fka Eurofins Digital Testing), a Hasselt-based digital testing, cybersecurity and forensics provider.
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