Startups

How XVision AI Is Building Smarter, Safer Roads

The Australian startup uses edge AI to detect near misses, analyse traffic risks and help road infrastructure respond in real time.

Updated

September 3, 2026 4:08 PM

XVision’s roadside device uses computer vision to help intersections respond to traffic in real time. IMAGE: XVISION AI

According to Australian government figures, 1,326 people died on Australian roads in the 12 months to July 2026, up 0.9% from the previous 12-month period. The latest available national data also shows that road crashes led to around 36,000 hospitalised injuries. Yet many near misses are never reported.

Consider a driver turning across a pedestrian crossing without noticing someone still on the road. They miss each other by a few seconds. No one is injured, and the incident is soon forgotten. For transport authorities, however, that near miss could be an early warning of a dangerous intersection.  

Australian intelligent transport startup XVision AI wants to help road authorities capture these warning signs and respond earlier. “We’re trying to create the intelligence layer for roads and infrastructure,” founder Simon Maselli says. His goal is to build smart road infrastructure that can see what is happening, understand the risks and take action when necessary.

Founded in 2023, XVision AI develops AI-powered traffic management systems for governments, transport agencies and infrastructure operators. Its technology monitors how vehicles, cyclists and pedestrians move through intersections, roads and work zones. It can count and classify road users, measure traffic speeds and queues and identify potentially dangerous interactions in real time.

Maselli came to road technology through engineering, industrial systems and testing. He previously worked on complex projects for companies including BHP Group, a major Australian multinational mining and metals corporation. He also spent time at Keppel FELS in Singapore, where he was involved in certification, approvals and scientific testing for ships.

The idea for XVision came after Maselli started his own testing company about ten years ago. One customer relied on an infrastructure system assembled from components made by several vendors. When the original provider failed to service it properly, the customer asked Maselli’s company to reproduce it.

His team succeeded, but the replacement inherited the same fundamental problem: it was large, complicated and made up of too many separate components. Maselli saw a similar pattern in road infrastructure, where one product might handle detection, another communication and additional equipment that allows for the connections between them.  

“I thought there had to be a smarter way to put all those parts into one small device,” Maselli recalls. The solution also had to be easy to install without extensive roadworks, expensive components or several suppliers. That thinking eventually led to EagleEye, XVision AI’s flagship road intelligence system.  

EagleEye uses two camera lenses to create a three-dimensional view of the road. Unlike an ordinary camera that only records footage, the device uses edge AI to process what it sees locally. It detects road users, follows their trajectories and analyses how they interact.

Maselli describes its functions in three stages: perception, thinking and communication. The system first identifies vehicles, pedestrians and cyclists. It then examines their speed, direction and behaviour. Finally, it can communicate with roadside infrastructure such as traffic controllers and digital signs, as well as vehicles equipped with vehicle-to-everything technology, commonly known as V2X.

For example, if a vehicle approaches a conflict area — the part of an intersection where different paths cross — at a dangerous speed, EagleEye could keep other approaches on red until it passes. If pedestrians have not finished crossing, the system could hold conflicting traffic for longer. Connected vehicles could also receive warnings about hazards or people their drivers cannot yet see.  

These applications reflect Maselli’s vision for more proactive road safety. Authorities often rely on crash reports to identify dangerous locations, meaning someone may need to be injured before a problem receives attention. Short traffic surveys offer useful information, but they can miss changing road conditions and near misses that occur outside the survey period.

XVision AI aims to give traffic engineers a continuous view of movement, congestion and risk. Near-miss data could help them identify recurring conflicts, adjust signal timing or investigate an intersection before a serious collision occurs. Maselli puts the motivation simply: “One death on the road is too many.”

The company is also addressing the fragmented nature of traffic infrastructure. A single intersection may use road loops, radar, cameras, thermal sensors and analytics software from different suppliers. Bringing these systems takes time and can make upgrades expensive. Maselli estimates that a typical road upgrade in Australia can cost around AUD1.4 million and take 18 months.

EagleEye combines several of these functions inside one unit mounted on an existing pole and connects to the traffic controller. Maselli says installation only take a couple of hours, reducing the need for disruptive civil works. Although EagleEye may cost more than an individual conventional sensor, XVision argues that it can lower the overall cost by replacing several separate systems.

The software behind the hardware may be the company’s strongest commercial advantage. Customers begin with basic traffic analytics and data collection, then activate more applications on the same device. XVision has developed around ten modules, including adaptive signal control and traffic enforcement functions.

Its strongest commercial advantage is, however, the software behind the hardware. Customers begin with basic analytics and data-collection functions, then activate additional applications on the same device. XVision has developed around ten modules, including functions for adaptive signal control and traffic enforcement.

“The important thing to remember is that the hardware is only part of the business,” Maselli says. “Our core business is selling software modules.”

He calls the model “software-defined infrastructure”. Conventional road equipment is usually installed for a fixed purpose and may remain unchanged for years. XVision’s devices can receive new functions through software updates, allowing road authorities to expand their systems without repeatedly replacing roadside hardware.

The wider XVision AI platform includes two other devices. “Scout” is a smaller, solar-compatible sensor designed for quick deployment along roads and corridors. It cannot directly control traffic equipment like EagleEye, but it can collect traffic data and support wireless V2X communication. “Outpost”, on the other hand, places similar technology on a portable trailer, making it suitable for roadworks, temporary traffic studies and work zones. XVision Command brings information from these sites into one platform for monitoring, analysis and reporting.

By June 2026, Maselli said XVision had secured around 190 paid deployments across five Australian states and territories, along with six international pilots. The company has also tested its technology in Vietnam and Thailand.

Nevertheless, expanding into more markets will require more than accurate AI. Traffic enforcement and control systems must meet technical standards that differ between countries and sometimes between states. Some XVision modules, including speed enforcement, red-light enforcement and seatbelt detection, still require regulatory approval before customers can activate them.  

Certification is costly and time-consuming, but it could strengthen XVision’s position once the necessary approvals are in place. Maselli describes the enforcement applications as the company’s “highest-value modules”. He estimates that certification could add AUD25 million in lifetime value across its existing deployments without installing new devices, though this remains the company’s own projection.

“Once we’re certified, we’re no longer competing in that highly competitive segment,” Maselli says. “We move into blue-ocean territory.” In practical terms, approval would allow XVision to compete in a more specialised market with fewer certified rivals.

As with any surveillance technology, privacy presents another challenge. Roadside cameras can make members of the public uncomfortable, even when they are being used for traffic analysis rather than surveillance. To address this, XVision works with customers to display signs explaining why the equipment is present. Its system also blurs video and displays it at low resolution by default, while access to identifiable, high-resolution footage requires additional authorisation.

Maselli views Australia as a proving ground for a much larger market. He sees opportunities in India, Vietnam and Thailand, where governments are investing in traffic technology. The U.S. is another target because of its larger infrastructure budgets and growing demand for connected road systems.

XVision AI still has to navigate government procurement, regulatory approval and competition from established traffic-equipment suppliers. Supporting physical devices across several countries will also be harder than expanding a cloud-based software platform.

Its advantage lies in how the technology was developed. XVision grew from years of solving practical infrastructure problems, including the fragmented system that first convinced Maselli there had to be a simpler approach. If the company succeeds, near misses that once disappeared without a trace could become the evidence road authorities need to prevent the next crash.

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M&A & IPOs

Enhanced Games and the SPAC Route to the Public Markets

Why More Growth Companies Are Looking Beyond the Traditional IPO

Updated

August 10, 2026 5:56 PM

Enhanced Games at Resorts World Las Vegas. PHOTO: FACEBOOK@ENHANCEDGAMES

Enhanced Games reached the public markets in less than six months.

In an era where traditional IPOs can take more than a year to complete, the speed of the company’s merger with A Paradise Acquisition Corp. (NASDAQ: APAD) stands out, particularly given the significantly tighter regulatory scrutiny surrounding SPAC transactions since 2021.

The transaction highlights why some growth-stage companies are evaluating special-purpose acquisition companies (SPACs) as a viable alternative to the traditional IPO process.

Led by Dr. Aron D’Souza and backed by investors including Peter Thiel and Christian Angermayer, Enhanced Games announced its Business Combination Agreement with APAD in November 2025. The transaction closed in May 2026, bringing the company to the public markets materially faster than the timeline typically associated with a conventional IPO.

For decades, the traditional IPO has been considered the default route for private companies entering the public markets. But for many high-growth businesses today, the process has become increasingly slow, expensive, and difficult to execute efficiently.

A conventional IPO can take well over a year to prepare, involving extensive audits, regulatory reviews, underwriter coordination, investor roadshows, and careful timing against market conditions. During that period, companies remain exposed to volatility, shifting investor sentiment, and delayed access to capital. According to EY, many companies postponed planned IPOs amid market volatility and uncertainty surrounding U.S. tariff announcements, highlighting how sensitive IPO execution can be to broader market conditions.

For businesses operating in fast-moving industries, timing matters. Delayed access to liquidity can slow expansion, hiring, acquisitions, partnerships, and product development at critical stages of growth.

That is one reason why the merger between Enhanced Games and APAD is notable. The SPAC structure allowed Enhanced Games to negotiate valuation, governance terms, and financing arrangements early in the process, compressing many of the steps normally associated with a conventional IPO into a single transaction.

Enhanced Games operates across sports, media, performance science, and wellness, sectors that require significant upfront investment and rapid execution. Earlier access to public capital provided the company with liquidity, visibility, and strategic flexibility at an important stage of growth.

The public listing also gives the company tradable equity that can potentially support acquisitions, partnerships, athlete compensation structures, sponsorship arrangements, and future fundraising initiatives. These capabilities are particularly relevant in industries evolving as rapidly as sports entertainment, wellness, and human-performance science, where speed itself can become a competitive advantage.

The deal also highlights one of the SPAC market’s core advantages: the ability to combine capital raising and public-market entry within a single process.

The Transaction Also Provided Greater Valuation Visibility

Beyond speed, the SPAC structure offered Enhanced Games another major advantage: earlier visibility into valuation.

In a traditional IPO, pricing is largely determined near the end of the process through institutional book-building and investor demand during the roadshow phase. Even late-stage IPO candidates can face valuation cuts, downsized offerings, or postponed listings if market conditions weaken.

Recent IPO markets have repeatedly demonstrated this risk. Instacart went public in 2023 at an approximate US$9.9 billion valuation, which is dramatically below the US$39 billion private valuation it achieved during the 2021 market peak. Similarly, WeWork’s failed IPO attempt became one of the clearest examples of how rapidly investor sentiment can shift during the IPO process.

SPAC mergers operate differently.

Enhanced Games secured an implied enterprise valuation of approximately US$1.2 billion months before closing the transaction. While the merger still required SEC review and shareholder approval, the company gained significantly greater visibility into deal economics much earlier in the process.

That certainty is particularly valuable for growth companies whose valuations are tied more closely to long-term platform potential than near-term profitability.

Rather than relying entirely on shifting IPO market sentiment, the SPAC structure allowed Enhanced Games to negotiate around its broader growth strategy and future expansion plans from the outset.

Why the Deal Matters for Growth-Stage Companies

The Enhanced Games transaction also reinforces why some growth-stage companies evaluate SPACs as an alternative to the traditional IPO process.

Traditional IPO investors often prefer businesses with long operating histories, stable earnings, and predictable growth profiles. Many expansion-stage companies simply do not fit that model yet, even if their long-term opportunities are substantial.

SPACs offer a different pathway.

Instead of waiting years to achieve the operational maturity typically expected in a conventional IPO, companies can access public-market capital earlier while still in growth mode.

For Enhanced Games, early access to the public markets provides more than capital. Public equity can support acquisitions, partnerships, athlete compensation structures, sponsorship arrangements, and future fundraising efforts. These capabilities are particularly important in sectors evolving as rapidly as sports entertainment, wellness, and human-performance science, where speed itself can become a competitive advantage.

A More Disciplined SPAC Market

The transaction also highlights how the SPAC market has evolved since the speculative boom of 2020 and 2021.

Today’s de-SPAC environment operates under significantly tighter regulatory scrutiny, including enhanced disclosure requirements, greater SEC oversight, and stricter treatment of projections and liability standards.

The Harvard Law School Forum on Corporate Governance noted that redemption rates spiked in 2022, in some cases approaching 100%, contributing to a significant slowdown of the SPAC activity.

In response to rising investor concerns and regulatory pressure, the U.S. Securities and Exchange Commission adopted enhanced SPAC disclosure and liability rules in 2024 designed to align de-SPAC transactions more closely with traditional IPO standards. Sponsors also faced greater pressure to demonstrate financing certainty, stronger disclosures, and more credible post-merger execution.

Enhanced Games completed its transaction within this more disciplined environment.

Its Form S-4 included audited financial statements, governance disclosures, transaction details, and extensive risk-factor analysis subject to SEC review. The company also supplemented SPAC trust proceeds with a separately arranged US$40 million PIPE financing commitment designed to strengthen liquidity and improve deal certainty.

That structure reflects a more institutional and disciplined SPAC market than the speculative wave seen several years ago.

The Bigger Takeaway

The Enhanced Games transaction demonstrates that, despite tighter regulation and a far more selective market environment, SPACs can offer certain growth companies a practical alternative to the traditional IPO.

For businesses prioritising speed, capital access, and execution certainty, a well-structured de-SPAC transaction may provide a more efficient route to the public markets, particularly when supported by credible financing, disciplined structuring, and strong investor backing.