Businesses
Toyota Becomes First Customer to Evaluate Autoliv’s Human Body Model Platform as Virtual Crash Testing Accelerates
16 Sept 2026
Autoliv’s onboarding of Toyota as the first customer to assess its Human Body Model safety suite signals a wider business shift in automotive engineering, as suppliers and manufacturers invest in simulation to shorten development cycles, reduce redesign costs and integrate safety decisions earlier into vehicle development.
16 September 2026 — Toyota has become the first customer to evaluate Autoliv’s Human Body Model (HBM) safety suite, marking an important step in the commercialisation of virtual crash-testing technology. According to GlobalData, the move reflects growing pressure across the automotive industry to industrialise digital safety validation as manufacturers manage shorter product cycles, stricter safety expectations and greater complexity from electrification and advanced driver-assistance systems.
For Autoliv, the evaluation could extend its position beyond traditional restraint components and deeper into manufacturers’ engineering workflows. Toyota, meanwhile, gains access to a digital safety tool that could help engineers assess injury mechanisms earlier and make more informed decisions before physical crash testing begins.
Virtual safety is becoming part of the core development process
Virtual crash testing has traditionally supported physical testing, but GlobalData argues that it is becoming a more central part of vehicle development. Automakers are increasingly adopting “shift-left” verification, where digital modelling and simulation are used earlier to identify potential problems before they become costly to correct.
Human Body Models allow engineers to study how different parts of the body may respond to crash forces across varying occupant sizes, seating positions and restraint configurations. This can support more detailed analysis than relying on physical crash-test programmes alone, while helping manufacturers decide where physical testing should be concentrated.
Madhuchhanda Palit, Senior Automotive Analyst at GlobalData, said the commercial significance goes beyond simulation itself. “If the platform scales, Autoliv could improve its positioning versus computer-aided engineering and simulation incumbents by tying software-led insights to its restraint-system footprint, while Toyota may gain speed-to-decision advantages in a competitive environment where safety performance and development efficiency increasingly influence brand and regulatory outcomes.”
Autoliv looks to deepen its role with automakers
The platform could also change the nature of Autoliv’s relationship with vehicle manufacturers. The company is widely associated with airbags, seatbelts and other physical safety systems, but virtual modelling creates an opportunity to participate earlier in the design process and provide engineering insight alongside hardware.
That could strengthen longer-term collaboration with automakers and create a more integrated supplier model. Rather than entering the process after key vehicle decisions have already been made, Autoliv could use simulation data to support decisions around restraint tuning, occupant protection and design optimisation from earlier stages.
GlobalData sees this as part of a broader competitive shift involving CAE software providers, digital twin platforms and automakers expanding their own in-house simulation capabilities. Palit said Autoliv’s plan to make the platform more widely available later in 2026 suggests an ambition to convert a specialist engineering capability into a commercial product that can be deployed across the industry.
Toyota could reduce the cost and complexity of internal development
Toyota’s participation also illustrates a wider question facing large manufacturers: which digital engineering capabilities should be built internally, and which should be sourced from specialist suppliers?
The Japanese automaker has been expanding software-defined development and model-based engineering across its programmes. Evaluating Autoliv’s HBM platform could allow Toyota to strengthen those capabilities without taking on the full cost and complexity of developing an equivalent human-body modelling stack from scratch.
GlobalData said earlier access to HBM-based injury analysis could help Toyota make more nuanced occupant-safety trade-offs, including adjustments for different body sizes and seating postures. If the technology performs as intended, it could also improve the relationship between virtual results and real-world safety targets.
The business value therefore lies not only in safety performance, but also in development efficiency. Earlier insight can reduce late-stage redesigns, shorten decision cycles and help physical testing focus on the scenarios that matter most.
A broader competitive race around automotive simulation
Autoliv’s Toyota onboarding follows July partnerships with Xpeng and Great Wall Motor, suggesting that the company is building relationships across both established and fast-moving parts of the automotive market.
GlobalData describes this as a dual-track approach. Chinese automakers can offer exposure to rapid development cycles, while Toyota brings the scale and engineering credibility of one of the world’s largest automotive manufacturers.
That combination could prove important as Autoliv seeks wider adoption of its platform. The next stage of competition will not depend only on whether suppliers can produce accurate simulations, but also on whether their systems integrate easily into existing engineering workflows and deliver results that correlate reliably with physical testing.
The move sits within a broader competitive push to virtualize safety validation, spanning CAE software providers, digital twin initiatives, and OEM in-house simulation expansion, while regulators and consumer test bodies continue to raise the bar on occupant protection and crash-avoidance performance,
Palit said.
From component supplier to software-enabled safety partner
The wider commercial significance is that automotive suppliers are increasingly looking for ways to move beyond hardware-only business models.
As vehicle development becomes more software-driven, suppliers that can combine physical products with simulation, data and digital engineering may gain stronger positions within OEM development programmes. For Autoliv, Human Body Modelling could provide that bridge between its existing restraint-system expertise and a more software-led safety proposition.
Palit said Toyota’s role as the first evaluator could accelerate commercialisation and strengthen Autoliv’s position as a systems-and-software safety partner.
Virtual crash testing is becoming an operational necessity rather than an experimental add-on,” she said.
If adoption expands, the technology could also raise baseline expectations across the automotive sector. Manufacturers may increasingly expect suppliers to provide not only components, but also digital evidence showing how those systems perform across a wider range of virtual scenarios before physical testing begins.
For Autoliv, that creates a potential new layer of value around its core safety business. For Toyota, it offers another route to improve development speed while managing the growing complexity of modern vehicle platforms.
About GlobalData
GlobalData Plc (LSE: DATA) operates an intelligence platform combining proprietary data, human expertise and purpose-built AI. Its solutions are used by more than 5,000 organisations across major industries to support strategic planning, innovation, risk management and sustainable growth.
The analysis in this release was provided by Madhuchhanda Palit, Senior Automotive Analyst at GlobalData.
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Sara Srifi
Sara is a Software Engineering and Business student with a passion for astronomy, cultural studies, and human-centered storytelling. She explores the quiet intersections between science, identity, and imagination, reflecting on how space, art, and society shape the way we understand ourselves and the world around us. Her writing draws on curiosity and lived experience to bridge disciplines and spark dialogue across cultures.
