How long does a leading edge last once a new technology moves from the lab to mass production?
In China's auto market, the answer is shrinking fast.
Smart features that once commanded a premium quickly trickle down to cheaper models. A freshly minted technical edge can draw new rivals before the original investment is even recouped.
Yet automakers and suppliers can't afford to stop innovating. Skip it, and you lose orders; pursue it, and adequate returns are hardly guaranteed.
At the 14th Auto & Environment Innovation Forum and the 8th Gasgoo Awards on Oct. 23, five executives from Renault, MANN+HUMMEL, FORVIA HELLA, Gentherm, and HIWAY homed in on the same dilemma: Innovation is accelerating, but how do you turn it into real commercial value?
Some worry their tech will be obsolete before it even launches. Others advocate slashing features with little real-world demand, yet still fund "only-we-have-it" innovations. A few are doubling down on products the market initially dismissed. Companies aren't just judging which technologies deserve funding — they're also navigating shifting R&D divisions and fighting for upstream resources.
Technology Keeps Maturing, but Premiums Are Slipping Away
China's new-energy vehicles are nearing a new threshold in cost advantage across several core technologies.
Renault Group China Chairman and CEO Weiming Soh pointed to a shift at the forum: in areas like powertrains and electric-electronic architectures, the cost competitiveness of new-energy technologies has strengthened further since 2026, bringing them roughly on par with internal-combustion equivalents.
Whether a technical edge actually wins over consumers is another question. So noted that in overseas markets like South America and Singapore, EV buyers care far more about range, price, color, and charging time than battery capacity or motor power.
As for smart cabins, he questioned the value of innovation that lacks differentiation. Spending on technology keeps climbing, but if the resulting user experience is largely the same, it won't build a competitive moat.
J.D. Power's 2026 China Automotive Tech Experience Study, released in May, underscores the point: the industry's innovation index climbed 70 points year on year to 658, yet the feature performance index fell for the first time in four years.
More features don't automatically mean a better experience.
Xu Jie, president of MANN+HUMMEL's global passenger car division and its China unit, admitted the company has lived this. Develop a technology with superior performance, but enter the market a year late, and you miss the commercialization window. By then, new technical routes or demand shifts may have already surfaced — and your original edge evaporates.
"Today, the speed of bringing innovation to market matters more than the innovation itself."
Wang Chenglong, vice president and managing director of Asia at Gentherm, framed the commercial payoff of innovation differently.
He said Gentherm will keep funding some "zero-to-one" R&D, especially products that give it a unique edge. "Because that brings a better premium, or a longer dividend window."
Whether a technology stands out, when it hits the market, and how long its lead lasts — all dictate the commercial payoff.
But not every innovation comes with a clear return at the drawing board. For products yet to find a market, the math is even fuzzier.
Features to Kill — and the Almost-Underestimated NOMI
Discussing R&D trade-offs at the forum, Wang said Gentherm first asks whether a technology solves a real problem for automakers and end users. If a feature is rarely used and adds little value — and that's confirmed — the company pulls the plug without hesitation.
But how do you define "real demand"?
After typhoon floods in August, Gasgoo surveyed drivers about low-frequency vehicle capabilities. Of 390 respondents, 46% said such features hold value if they work when it counts, even if rarely used. Another 44% said the features are fine to have — provided they don't noticeably inflate the purchase price.
When it comes to paying for them, 34% refused to spend extra, and 36% would cap their outlay at 3,000 yuan.
Infrequent use doesn't mean low demand, and liking a feature doesn't mean paying for it. Safety and emergency capabilities can't be judged by usage stats alone — some are legally required.
For products that haven't launched yet, predicting what consumers will pay is even harder.
HIWAY founder and CEO Li Linfeng shared a roundtable story about co-developing NOMI with NIO.
"When HIWAY took on the NIO NOMI project, our revenue was still in the tens of millions of yuan. NIO had been searching for a partner in the industry for quite some time. Thanks to their trust, our team delivered the finished product in 18 months."
More striking than the development timeline is the gap between initial expectations and market reality.
Li noted that at launch, the client expected NOMI's take rate to sit around 30%. Yet thanks to a unique product definition and interactive experience, it won over the market — sustaining take rates above 80%.
Context matters, of course. NIO's brand positioning, its user base, and the joint development effort all shaped market acceptance. And a high take rate doesn't automatically equal a high return on investment.
For existing products, companies can pivot based on usage data and market feedback. For unproven ones, demand often only becomes clear once the R&D is done and the product is in buyers' hands.
Demand guaranteed short-term returns, and promising ideas may be killed before they can be validated. Fund every vision of future user experience, and even the deepest R&D budgets will bleed dry.
The hard part isn't choosing whether to innovate or stop — it's telling the difference between a project that hasn't yet proven its value, and one that already has proven it has none.
The former needs room to prove itself in the market; the latter needs a swift cut.
Beyond Standalone Tech, What Must Suppliers Compete On?
Once a technology clears the investment hurdle, the next question is R&D efficiency.
Wang noted that Gentherm's regional R&D units used to operate in silos, duplicating work. Now, the company is tightening global coordination and making China its innovation incubator. The Shanghai team, for instance, leads global R&D for ventilation products — iterating fast locally before deploying the technology worldwide.
A similar shift is underway at MANN+HUMMEL. Xu said China is evolving from the world's largest auto market into a global innovation hub. MANN+HUMMEL has placed its global new-energy tech center in Shanghai, with the local team leading R&D and building global compatibility right from the product-definition stage — marrying innovation with speed. Leveraging a network of more than 80 global branches, innovations forged in China can be replicated and deployed worldwide faster, speeding the leap from technical breakthrough to commercial value.
Taking R&D global requires the right coordination. Under its "In China, For Global" strategy, MANN+HUMMEL uses a head-to-head (H2H) model to align directly with Chinese automakers' overseas plans, Xu explained. By syncing on target markets, product definitions, and development timelines, they cut out the middle layers — saving time and resources.
Gentherm, meanwhile, is pushing its engineers to think like businesspeople — weighing what a product can sell for and whether customers will pay, rather than obsessing over the technology alone.
Heiko Lässig, Managing Director of HELLA Corporate Center Asia and Head of Finance & Controlling China at FORVIA HELLA, said the company is boosting R&D spending while continuously evaluating outcomes and pivoting technical directions — all to cut costs without sacrificing quality.
He sorts innovation into three buckets: forward-looking R&D, customer-driven product innovation, and manufacturing-process improvements. The first is hard to price upfront; the second must solve real needs; the third makes ROI calculations straightforward.
From global R&D coordination to portfolio management, suppliers are scrambling to stretch their R&D dollars. And as automakers keep pulling more development in-house, Tier 1s are being forced to rethink their technical edges and business boundaries.
"So how do Tier 1s survive?" Li asked the room.
A specialized Tier 1, he argued, can serve multiple automakers, spreading R&D costs and building deep domain expertise. But now, many automakers are pushing full-stack in-house development across multiple tech domains. "I see our OEM customers verticalizing — so we have no choice but to push upstream."
Li revealed that HIWAY has already begun directing R&D resources into upstream fields like materials, processes, and equipment.
For a company centered on cockpit displays, this isn't random diversification. Display materials, manufacturing processes, and equipment directly dictate performance, yield rates, and mass-production costs. If these technologies can be reused across clients, they build a stronger competitive moat.
Still, automakers aren't the only source of pressure. Shifting supply and demand for upstream components is also scrambling R&D budgets and production plans.
Late in the roundtable, Li noted that prices and supplies of PCBs, MLCCs, and certain chips have grown volatile this year. He pointed to the rapid expansion of AI demand as a key driver, predicting the AI sector will keep siphoning off these resources for another three to five years.
That timeline is Li's personal view. But TrendForce has already noted that AI demand is diverting some MLCC capacity toward high-end applications, squeezing supplies of automotive-grade components.
Supply-demand dynamics vary across components. Yet for many auto suppliers, the upstream procurement landscape they once relied on is already shifting.
Li said HIWAY is investing in some upstream firms and partners, and has signed a long-term supply agreement with an overseas chipmaker to lock in deliveries.
From extending R&D upstream, to backing partners and locking in long-term deals, HIWAY's moves target both technical capability and supply security. For suppliers, turning innovation into sustained returns takes more than good technology — it takes cost control and reliable delivery.
Some technologies demand speed — miss the window, and it slams shut. Some products need market validation to reveal value that was initially underestimated. And some foundational capabilities create no premium themselves, yet dictate whether a product can be mass-produced at all.
In the auto industry, backing the wrong innovation burns resources — but pulling the plug too early can cost you the next competitive leap.
The real judgment call is knowing which bets to fold, and which ones to double down on.
