When we talk about the future of autonomous vehicles, the conversation often circles around artificial intelligence, regulation, or infrastructure. But at the heart of any self-driving system lies a deceptively simple question: how does a machine see the world?
For Baraja, a Sydney-based deep tech startup, the answer is light. Not just light as we know it, but carefully sculpted, refracted, and tuned light.
Reinventing LiDAR from the Ground Up
LiDAR—light detection and ranging—has long been one of the most promising yet problematic technologies for autonomy. Traditional systems rely on spinning mirrors or mechanical oscillators to sweep laser beams across a field of view. While effective, these moving parts are notoriously fragile, expensive, and difficult to scale for mass production.
Baraja’s Spectrum-Scan™ LiDAR challenges this paradigm. Instead of moving mirrors, Baraja refracts light through prism-like optics and uses wavelength tuning to control the scan. It’s an elegant solution: a solid-state fast axis of scanning that promises higher reliability, longer range, and lower maintenance.
The company also claims a differentiator many competitors cannot: per-point Doppler velocity measurement. By embedding velocity information into every scan point, its LiDAR could better detect moving hazards—a cyclist darting into traffic, for instance—well before other systems react.
The Road From Mines to Motorways
Unlike many LiDAR hopefuls that stay in lab conditions, Baraja has tested its tech in unforgiving environments. Mining trucks in Australia, exposed to heat, dust, and vibration, have been early adopters. If Spectrum-Scan can survive months in a mine, it stands a chance on highways and city streets.
Partnerships with Tier-1 suppliers such as Veoneer and a strategic investment from Oshkosh Corporation in 2023 further underscore Baraja’s credibility. These are not speculative bets—these are industrial heavyweights testing the technology for real deployments.
Strengths That Could Redefine the Market
From a journalist’s perspective, what makes Baraja interesting isn’t just the technical novelty—it’s the philosophy behind it. While many LiDAR firms chase incremental improvements (higher resolution, wider field of view), Baraja questioned the core architecture.
- Solid-state scanning could eliminate one of the biggest pain points: mechanical reliability.
- Velocity per point provides richer, safer data for decision-making.
- Telecom-grade optics suggest a pathway to scalability, borrowing from industries that already mass-produce photonics.
If Baraja can marry these advantages with cost-effective manufacturing, it may leapfrog some better-funded rivals.
The Challenges Ahead
Yet, as with all frontier tech companies, skepticism is warranted.
First, LiDAR remains a brutally competitive field. Industry giants like Velodyne (now part of Ouster), Innoviz, and Luminar have head starts in automotive integration and capital. Automakers are notoriously risk-averse; they may prefer proven suppliers over a newer entrant, however clever its design.
Second, cost is king. No matter how elegant Spectrum-Scan is, if Baraja cannot hit the price points required for high-volume vehicle integration, its technology risks being confined to niche applications.
Third, the company’s recent move to commercialize its IP portfolio raises questions. Is this a bold monetization strategy, or a signal that Baraja is stepping back from the long slog of manufacturing? The optics matter—pun intended—because partners and investors will be watching for signs of stability.
Why Baraja Matters
Despite these risks, Baraja deserves attention. It represents the kind of deep-tech ambition Australia rarely exports at scale. In an era when many startups chase software-only solutions, Baraja is tackling the hard engineering problems that truly move industries forward.
Whether or not Spectrum-Scan becomes the LiDAR of choice for mass-market vehicles, the company has already advanced the conversation. It has shown that innovation in autonomy doesn’t just mean smarter algorithms—it also means better sensors, better physics, and a willingness to rethink the fundamentals.
As the race toward safe, reliable autonomous vehicles accelerates, Baraja is proof that sometimes, the brightest ideas come not from Silicon Valley, but from Sydney.


