WeRide Inc: WeRide targets L4 over the long term while broadening its commercialization pathways through L2++ and global expansion

Overview

The report assesses how WeRide can create broader commercialization options through L4 Robotaxi, L2++ ADAS, AI infrastructure and overseas markets amid near-term policy issues, geopolitical risks and heavy investment pressure. Morgan Stanley lowers its near-term forecasts and price target but maintains its Overweight rating, with the core view that the company's first-mover technology, asset-light partnership model and multi-product portfolio are expected to unlock scale effects in 2028—2030.

Core views

Morgan Stanley believes WeRide's share-price decline year to date reflects capital outflows from the industry, China's Robotaxi reviews, geopolitical tensions in the Middle East and more aggressive AI R&D investment, but that the market underestimates the company's ability to adjust its strategy rapidly and expand from a standalone L4 business into broader domestic and international applications. China's resumption of Robotaxi license approvals suggests that the most difficult phase may have passed. The report summarizes the company's path as “L4 is the goal, L2++ is the means” and reiterates its Overweight rating. However, near-term policy and geopolitical disruptions, together with higher upfront investment, prompted an 8.4% price-target cut from US$13.10 to US$12.00. The first growth pillar is applying the L4 technology stack to L2++ ADAS. This business has become one of the group's fastest-growing segments and is advancing commercialization through partnerships with automakers and Tier 1 suppliers such as Chery and GAC. The project pipeline is expected to continue expanding in the third and fourth quarters of 2026, while management targets 100,000 ADAS-equipped vehicles by the end of 2026 and 500,000 vehicles in 2027. Related solutions have also begun validation in Germany, France and Japan. The report believes this not only broadens the total addressable market but also enables earlier cash-flow generation and technology monetization, although intensifying competition in China could pressure pricing and margins. The second pillar is extending autonomous-driving capabilities into AI infrastructure and Physical AI. The GENESIS world model is used for simulation and synthetic scenario generation, while the WITT cognitive model is used to understand real-world environments and verify facts. Management's priorities for the second half of 2026 include expanding ADAS adoption among automakers, continuing to enlarge the Robotaxi fleet and extending AI infrastructure into Physical AI applications such as humanoid robots. Morgan Stanley believes that a larger installed base of end devices can generate more data, which in turn supports model development and may create recurring, higher-margin revenue. However, end-to-end ADAS, GENESIS, WITT and new-business development will also keep R&D expenses elevated. The third pillar is global expansion. Overseas markets currently contribute 40% of revenue. WeRide has launched fully driverless commercial Robotaxi services in Abu Dhabi and Dubai, and its Middle East fleet reached approximately 400 vehicles in the second quarter of 2026, roughly double the level in the first quarter. Europe is moving from testing into commercialization, with services in Madrid and Zurich planned to launch in 2026. WeRide and Uber plan to enter 15 cities by 2030 and deploy tens of thousands of Robotaxis globally. The report also views Uber's US$10bn Robotaxi expansion as a potential catalyst for the partnership. The asset-light partnership model can reduce the upfront capital required to build a large-scale fleet while preserving cash for investment in autonomous-driving technology. Near-term growth will still require investment. Management maintains its full-year revenue guidance of approximately Rmb1bn, indicating that the underlying commercialization process has not been interrupted by short-term disruptions. However, due to new businesses and overseas expansion, Morgan Stanley raises its 2026 and 2027 operating-expense forecasts by Rmb250—350mn. Management expects to achieve quarterly cash-flow breakeven in 2028; Morgan Stanley's model forecasts breakeven in the second half of 2028 and full-year profitability in 2029. The fleet forecasts reflect a “near-term reduction, medium-term acceleration” view. Due to external developments in the Middle East and domestic safety inspections in China, the 2026 Robotaxi fleet forecast was lowered from 2,700 vehicles to 2,500 vehicles, but the fleet is still expected to increase to 5,500 vehicles in 2027. By 2030, the fleet is expected to reach 30,000 vehicles, representing a compound growth rate of 133% and approximately 15%—20% of the fleet in China and non-US markets. As the industry moves from early deployment to scaled commercialization, technological advances and cost reductions, higher fleet utilization and expansion into higher-margin markets such as the Middle East and Europe are expected to improve unit economics. The report expects global L4 net margins to exceed 20% after scaling, with margins in developed markets potentially exceeding 30%. The business mix will also tilt further toward Robotaxi. The report expects L4 Robotaxi to contribute approximately 80% of revenue by 2030, with a business margin of approximately 50%, depending on the region. Declines in production and solution selling prices could be partly offset by significant cost reductions. L2++ is expected to contribute approximately 10% of revenue, with a margin of approximately 50%, broadly in line with third-party autonomous-driving solution providers, while remaining an important source of cash generation and technology monetization. Morgan Stanley believes the diversified product portfolio—including Robotaxi, Robovan, Robobus, Robosweeper and ADAS—can deliver greater operating leverage and synergies than peers. Financial forecasts show high growth alongside persistent losses. Revenue is expected to increase from Rmb685mn in 2025 to Rmb1,096mn in 2026, Rmb2,151mn in 2027 and Rmb3,443mn in 2028, corresponding to annual growth rates of 89.6%, 60.1%, 96.2% and 60.1%, respectively. Gross margin is expected to rise from 30.2% in 2025 to 46.2% in 2028. Net-income forecasts for the same period are -Rmb1,655mn, -Rmb1,592mn, -Rmb1,333mn and -Rmb471mn, respectively. Service revenue is expected to increase from Rmb325mn in 2025 to Rmb2,290mn in 2028, while product revenue rises from Rmb360mn to Rmb1,153mn, indicating a shift in the revenue mix toward services. Long-term forecasts were raised: Morgan Stanley increases its 2030—2040 growth expectation from high single digits to mid-teens, based on the possibility of faster global Robotaxi adoption and ADAS penetration, with WeRide potentially becoming a “picks-and-shovels” provider in ADAS and autonomous driving. The valuation continues to use a probability-weighted DCF, with bull, base and bear-case weights of 25%, 50% and 25%, respectively, a WACC of 17.9% and a terminal growth rate of 3%. The weighted price target of US$12.00 corresponds to approximately 14 times expected 2027 price-to-sales. The base-case value is US$11.60, corresponding to 13 times expected 2027 price-to-sales, assuming Robotaxi, Robobus and ADAS remain the main sales drivers in 2027, L4 vehicles cover most tier-one and tier-two cities in China, and net-income breakeven is achieved in 2029. The bull case is US$21.50, corresponding to 18 times, assuming faster expansion of domestic and overseas Robotaxi and new projects such as L2++, with net-income breakeven achieved in 2028. The bear case is US$3.20, corresponding to 5.5 times, assuming large-scale Robotaxi deployment is delayed, some intended orders for other autonomous vehicles are canceled, and the company remains loss-making in 2029. The principal uncertainties arise from uneven L4 regulatory progress across regions, safety incidents, difficulties in obtaining licenses, geopolitics and higher-than-expected investment requirements, all of which could slow fleet deployment and global expansion. If competition in China's L2++ market intensifies further, pricing pressure could also diminish the benefits of technological leadership. Delays or cancellations of Robotaxi, Robovan, Robobus and Robosweeper orders represent a more direct downside scenario.

Analysis framework

The report first explains the policy, funding, geopolitical and investment factors behind the valuation decline year to date, then evaluates the commercialization progress of L2++, AI infrastructure, the Robotaxi fleet and overseas expansion. It subsequently builds 2026—2030 operating forecasts based on fleet size, business revenue mix, margins, expenses and breakeven timing, applies a probability-weighted DCF valuation across bull, base and bear cases, and finally stress-tests regulatory, competitive, licensing, safety and investment-demand risks.

Methodology notes

• Valuation MethodDCF Discounted Cash Flow

  Probability-weighted discounted cash-flow valuation

  Given the company's significant near-term earnings and cash-flow volatility, the report uses DCF to capture long-term growth and weights the bull, base and bear-case values at 25%, 50% and 25%, respectively. All cases assume a WACC of 17.9% and a terminal growth rate of 3%.

• Valuation MethodPS valuation

  2027 expected price-to-sales cross-reference

  The report uses price-to-sales multiples based on expected 2027 revenue to illustrate the valuation level of each scenario: 18 times for the bull case, 13 times for the base case and 5.5 times for the bear case, with the weighted price target corresponding to approximately 14 times.

• Industry/Sector Analysis FrameworkVolume-price decomposition

  Unit-economics analysis of fleet scale, utilization, selling prices and costs

  The report views growth in fleet size and utilization as the foundation for revenue expansion, while analyzing how technology-driven cost reductions can offset declines in production and solution selling prices, thereby assessing margins and breakeven timing after scaled commercialization.

Asset mapping & comparison

Structured mapping from thesis to named assets (strengths, weaknesses, peers, risks).

• WeRide Inc (WRD.O, WRD US)

  The report believes the company can benefit from higher L4 penetration in China and overseas markets, L2++ commercialization and AI-infrastructure expansion, and reiterates its Overweight rating.

  Strengths

  First-mover advantage in L4, coverage across multiple autonomous-driving products, partnerships with Uber and automakers, an asset-light global expansion model, and reuse of the technology stack across L4, L2++ and Physical AI.

  Weaknesses

  The company continues to incur losses in the near term, R&D and overseas commercialization investment remains high, and business growth depends on licenses, fleet deployment and improvements in unit economics.

  Comparison

  Morgan Stanley believes the diversified product portfolio can deliver greater operating leverage and product synergies than peers, while L2++ margins are expected to be broadly in line with third-party autonomous-driving solution providers.

  Risks

  Tighter regulation, safety incidents, licensing delays, geopolitics, higher-than-expected investment, L2++ price competition, and delays or cancellations of autonomous-vehicle orders.

Key data

• RatingOverweightMorgan Stanley reiterates its rating
• Price TargetUS$12.00Lowered by 8.4% from US$13.10
• Upside Shown in the Report100%Based on the US$6.00 closing price on August 18, 2026
• 2026 Robotaxi Fleet Forecast2,500 vehiclesPrevious forecast was 2,700 vehicles
• 2027 Robotaxi Fleet Forecast5,500 vehiclesExpected to more than double from 2026
• 2030 Fleet Forecast30,000 vehiclesCorresponding to a 133% compound growth rate and an approximately 15%—20% fleet share in China and non-US markets
• ADAS Installation Target100,000 vehicles by the end of 2026; 500,000 vehicles in 2027Management's commercialization target
• Overseas Revenue Contribution40%Overseas markets have become a growth pillar
• Middle East Robotaxi FleetApproximately 400 vehiclesRoughly doubled in the second quarter of 2026 from the first quarter
• Full-Year Revenue GuidanceApproximately Rmb1bnManagement maintains its guidance
• Operating-Expense Forecast AdjustmentRaised by Rmb250—350mnApplies to 2026 and 2027, reflecting investment in new businesses and overseas expansion
• Revenue Forecast2025A Rmb685mn; 2026E Rmb1,096mn; 2027E Rmb2,151mn; 2028E Rmb3,443mnExpected to maintain rapid growth
• Gross-Margin Forecast2025A 30.2%; 2026E 37.3%; 2027E 43.3%; 2028E 46.2%Expected to increase annually with scaling and changes in the business mix
• Net-Income Forecast2025A -Rmb1,655mn; 2026E -Rmb1,592mn; 2027E -Rmb1,333mn; 2028E -Rmb471mnFull-year profitability is expected in 2029
• Long-Term Growth ForecastMid-teens in 2030—2040Previously high single digits
• Core DCF Assumptions17.9% WACC; 3% terminal growth rateThe same assumptions are used across all scenarios
• Valuation ScenariosBull case US$21.50; base case US$11.60; bear case US$3.20Weighted at 25%, 50% and 25%, respectively

Impact & implications

The report believes WeRide is evolving from a standalone Robotaxi company into a technology platform spanning L4, L2++ and Physical AI. This transition will raise R&D and selling, general and administrative expenses in the near term, but can expand the addressable market, increase data and service revenue, and improve long-term capital efficiency through asset-light global partnerships. Whether the company can expand its fleet, improve utilization and enter high-margin regions as planned will determine whether the 2028—2030 profitability inflection point materializes.

Risks

• Uneven L4 regulatory progress across regions, or tighter autonomous-driving regulation in China, could delay scaled deployment.
• Safety incidents could trigger additional reviews and affect Robotaxi adoption.
• Obtaining the licenses required to operate Robotaxi fleets may face delays or difficulties.
• Geopolitical disruptions in markets such as the Middle East could slow overseas expansion.
• If the investment required for R&D, new businesses and commercialization exceeds expectations, breakeven could be delayed.
• Intensifying L2++ competition in China could pressure pricing and margins, weakening the monetization benefits of technological leadership.
• Robotaxi, Robovan, Robobus and Robosweeper orders could be delayed or canceled.

What to watch

• Monitor whether fleet growth can reaccelerate following the resumption of Robotaxi license approvals in China.
• Track progress toward a fleet of 2,500 vehicles in 2026, 5,500 vehicles in 2027 and 30,000 vehicles in 2030.
• Track the ADAS installation targets of 100,000 vehicles by the end of 2026 and 500,000 vehicles in 2027, as well as new projects.
• Monitor Uber's US$10bn Robotaxi expansion and progress toward the partners' plans to enter 15 cities and deploy tens of thousands of vehicles by 2030.
• Observe whether Robotaxi services in Madrid and Zurich launch as planned in 2026.
• Track whether fleet utilization, technology-driven cost reductions and unit economics support quarterly cash flow in 2028 and breakeven in the second half of 2028.
• Monitor the expansion of GENESIS and WITT into humanoid robots and other Physical AI applications.
• Observe whether the company can maintain its full-year revenue guidance of approximately Rmb1bn while controlling incremental R&D and selling, general and administrative expenses.