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Monday 5 May 2025
Canadian startup Procero poised to transform on-premise AI capabilities
Procero, a company focused on enabling edge AI use cases, is making significant strides in empowering businesses to run AI applications locally and within their own environments. In a recent interview, Board Director Dr. Richard Reiner discussed Procero's mission, its technology's potential, and its views on the evolving AI landscape.Procero's core focus is to enable AI applications, including Large Language Models (LLMs) and other generative AI, to operate on-premise, addressing critical concerns around data privacy, cost-efficiency, and latency. Dr. Reiner highlighted the increasing demand for edge AI solutions, driven by the need to avoid reliance on large, cloud-based environments."The demand for running AI on the edge is very strong, but the availability of edge AI solutions has been limited," Dr. Reiner stated, emphasizing Procero's commitment to enhancing the capability of edge devices to handle more complex AI use cases with greater performance.Procero sees strong potential across several vertical markets, including advanced manufacturing, cybersecurity, network intelligence, telecom-based edge computing, smart mobility, and healthcare. Dr. Reiner pointed out healthcare as a key area where edge AI solutions are crucial due to privacy regulations.Strategic partnerships across the AI ecosystemProcero is actively seeking to collaborate with key players across the AI technology ecosystem. This includes:*Semiconductor companies: Procero aims to partner with companies producing NPUs, GPUs, or TPUs, particularly those focused on edge devices for AI PCs, AI-enabled mobile devices, and IoT devices. Procero's software solution can significantly expand the capability to run AI applications on these systems.*Device OEMs: Procero also targets device Original Equipment Manufacturers (OEMs) that integrate semiconductor and memory technology into finished products like IoT devices, mobile phones, and laptops. The company offers its software to enhance AI capabilities at the device level.*Application vendors: Recognizing the importance of application-specific AI implementations, Procero seeks to collaborate with vendors developing AI-driven applications such as chatbots, image generation, and video generation for various devices. Procero's edge-optimized inference engine can be embedded within these applications to improve performance.Early success and strong IP moatFounded at the end of 2023, Procero has quickly advanced from its R&D phase to having its first commercially available product and is engaging with major companies. The company was founded within a venture lab in Montreal called Tandem Launch, and its technology is based on intellectual property licensed from leading university research institutions as well as additional IP developed within the company.Procero has a strong IP moat with multiple families of issued patents and ongoing patent applications. Dr. Reiner believes this robust IP protection differentiates Procero and safeguards its innovations.Experienced leadership teamProcero boasts a strong leadership team, including CEO Audrey Larocque, who brings extensive experience in venture-backed companies and fundraising, and CTO Dr. Vahe Vardanyan, a seasoned AI expert with over a decade of experience, including a background at one of Canada's leading government research AI institutions and Ubisoft. The team also includes VP of Engineering François Painchaud, who has led engineering teams at companies like Autodesk, Epic Games, and Unity Technologies.Impact of DeepSeek and AI advancementsThe emergence of models like DeepSeek has brought both excitement and controversy to the AI field. While acknowledging the concerns around the training process of DeepSeek, Dr. Reiner highlighted the novel techniques it introduced that have led to efficiency gains."They did introduce a number of novel techniques that lead to gains in efficiency," Dr. Reiner noted, adding that these techniques are being adopted by various organizations.Dr. Reiner confirmed that Procero's inference engine is compatible with and enhances the performance of models like DeepSeek, demonstrating its adaptability and value in the evolving AI landscape.Business model and future visionProcero's business model centers around licensing its technology to companies who will bundle it with their products, including software solutions, devices, and applications. While licensing terms are currently negotiated on a case-by-case basis, Procero is working to establish replicable formulas.Looking ahead, Procero is focused on expanding its hardware platform coverage, optimizing its technology for new processor designs, and increasing its support for various AI model types. The company is also committed to growing its team with top-tier talent and is open to establishing R&D centers globally.With a clear vision and a strong technological foundation, Procero is well-positioned to capitalize on the growing demand for edge AI solutions and drive innovation in the AI era.Procero inference engine solution for edge AI. Credit: ProceroBenefits of Procero inference engine for edge AI. Credit: ProceroThe architecture of the Procero inference engine for edge AI. Credit: Procero
Monday 5 May 2025
Applied Quantum Materials: Pioneering silicon quantum dot technology
Applied Quantum Materials (AQM), a Canadian company headquartered in Edmonton, Alberta, is making significant strides in the field of quantum materials, with a focus on silicon quantum dots.Founded in April 2015, the company is leveraging its expertise to develop innovative solutions for industries ranging from semiconductor nanolithography to life sciences.The driving force behind AQM is CEO and co-founder David Antoniuk, who has a Ph.D. in engineering physics and a rich background in technology development. Antoniuk's experience includes managing laser-cutting technology for systems sold to General Motors and overseeing nanotechnology initiatives for the Alberta government. His vision and leadership have been instrumental in guiding AQM's growth and diversification.AQM's journey began with a conversation between Antoniuk and a professor at the University of Alberta, which led to the establishment of the company. Initially focused on silicon nanomaterials and quantum dots, AQM has strategically expanded its scope to capitalize on the versatility of its core technology."Our products are unlike most of the other quantum dots on the market," says Antoniuk, emphasizing the unique properties of AQM's silicon quantum dots.AQM's silicon quantum dots offer several advantages over traditional materials, including biocompatibility, high quantum yield, and robust stability. These characteristics make them suitable for a wide range of applications, including life sciences and display technology.In the semiconductor industry, AQM's precursors are used to create photo resists with feature sizes of less than seven nanometers. The company's materials are also being explored for applications in quantum computing, silicon photonics, and quantum sensing.While Japan dominates the photoresist market, AQM has carved out a niche by providing a reliable supply of high-quality materials. The company is poised to support the growth of the semiconductor industry worldwide.The quantum dot market is experiencing significant growth, driven by the increasing demand for safe and stable materials. AQM is well-positioned to capitalize on this growth with its non-toxic, full-spectrum silicon quantum dots, offering a viable alternative to heavy metal-based materials.When asked about AQM's fund-raising status, Antoniuk said the company has primarily relied on direct material sales and strategic development to fuel its growth. The company has strategically avoided venture capital funding, focusing instead on generating revenue through sales and contracts.Credit: Applied Quantum MaterialsAQM's commitment to innovation is further demonstrated by its spin-off company, Dark Matter Materials, which is developing nanomaterials for hydrogen production. This technology has the potential to provide a cost-effective and on-demand solution for low-temperature hydrogen production, from any type of water, particularly in regions with limited access to traditional energy sources. Dark Matter Materials is using related nanomaterials to develop safe, non-lithium-ion, solid-state batteries.To stay competitive, AQM has a strong intellectual property portfolio, with patents and proprietary know-how protecting its technology. The company is also exploring innovative applications for its quantum dots in cancer diagnostics and therapeutics, as well as cosmetics.The company is also applying photonic waveguides on silicon materials, which are useful in the telecom and quantum computing sectors. "You can also use them for quantum sensors. The versatility of our silicon materials is poised to address industry problems with our safe, stable, biocompatible, and very robust products," said Antoniuk.As AQM continues to expand its market presence and develop new applications for its quantum materials, the company is poised to make a significant impact across multiple industries.For the benefit of readers who are not familiar with quantum dots, here is a brief explainer:Quantum Dots: A Layman's ExplanationImagine tiny, nano-sized semiconductor particles that glow in various colors when light shines on them. These are quantum dots. Unlike regular materials, quantum dots' color depends on their size and surface treatment. By precisely controlling the size of these particles or modifying their surface chemistry, scientists can create a wide range of vibrant and pure colors.But quantum dots are more than just pretty colors. They have unique properties that make them incredibly useful in various technologies:• Efficient Light Emission: They emit light very efficiently, making them ideal for displays like TVs and monitors, creating brighter and more vivid images.• Tunable Wavelengths: Their ability to emit specific wavelengths of light makes them valuable in sensors, medical imaging and therapeutics, and even quantum computing.• Stability and Durability: Silicon quantum dots, like those developed by AQM, are particularly stable and robust, able to withstand high temperatures and harsh environmental conditions.• Biocompatibility: Importantly, silicon quantum dots are non-toxic, opening up applications in medicine and cosmetics.
Monday 5 May 2025
Hyperlume aims to revolutionize AI infrastructure with Micro-LED technology
Ottawa-based deep-tech startup Hyperlume is poised to disrupt the landscape of AI and high-performance computing with its innovative optical interconnect solutions. The company is tackling the growing challenges of heat and energy consumption in AI data centers by offering a short-distance optical communication solution that utilizes micro-LEDs for data transmission.Mohsen Asad, Hyperlume's CEO and Co-founder, explains, "The most urgent challenges for AI infrastructure are data transfer bandwidth and energy consumption. We are focused on short-distance optical communication, and are pioneering a new class of ultra-fast, low power based optical interconnects - specifically built for next-generation AI and high-performance computing networking."Credit: HyperlumeInnovative technology and key advantagesWhile micro-LEDs have faced adoption challenges in display technology due to cost, Hyperlume is taking a different approach. The startup is developing micro-LEDs specifically for short-distance communication, enabling high-speed data transfer at very low power orders of magnitude better than active electrical interconnects in terms of energy per bit.A key differentiator is Hyperlume's Complementary Metal-Oxide-Semiconductor (CMOS) compatible technology, which allows integration of their optical engine into the system package similar to integrating a standard Application Specific Integrated Circuits (ASIC) chip. This makes it naturally scalable and cost-effective, especially at volume.Additionally, as a key advantage, their micro-LED interconnects are technology node agnostic and can be fabricated at advanced nodes like 3nm or 5nm, or with more conventional nodes, which gives system architects much more flexibility in terms of cost-performance trade-offs.The company has also patented an optical architecture to couple light directly from micro-LEDs into fiber bundles or optical waveguides, eliminating the need for bulky optics and active alignments reducing packaging complexity and cost.Furthermore, Hyperlume's technology offers customers flexibility in choosing performance and cost, as the interconnects can be built on different CMOS nodes. The startup's innovations span micro-LED structures, drivers, photo-detectors, and optical coupling, setting them apart from competitors.Altogether, our approach offers a scalable path to low-cost, wafer-level manufacturing, especially when paired with advanced wafer-level packaging, and wafer-level optics"Hyperlume isn't just building state-of-the-art technology, our approach offers a scalable path to low-cost, wafer-level manufacturing, especially when paired with advanced wafer-level packaging, wafer-level optics, and passive alignment which we're co-developing with partners. ," says Mohsen, " We're enabling a technology on how data moves inside next-gen compute systems. That's the real competitive edge. We are trying to make sure the technology that we're developing can be easily implemented in AI infrastructure with no hurdles."Targeting a rapidly expanding marketHyperlume is targeting the massive and fast-growing market for optical interconnects, fueled by increasing demand for AI and high-performance computing. By 2028, the optical interconnect market is projected to exceed $20 billion, largely driven by the exponential growth in AI model size and bandwidth requirements.Hyperlume's microLED-based optical interconnects could potentially capture a multibillion-dollar segment, especially in areas where power efficiency, density, and reach are critical—like pluggable active optical cable (AOC), GPU-to-GPU scale-up, or chiplet communication. Some estimates suggest that sales of AOCs are projected to grow at a 32% compound annual growth rate (CAGR) in 2024-2029.Credit: HyperlumeCompetition and strategic partnershipsThe company's first product will be an ultra-low-power active optical cable designed to replace traditional copper interconnects in AI and high-performance computing systems, which are power-hungry, suffer from limited reach and bandwidth, and are hitting fundamental scaling limits.Laser-based optical solutions like silicon photonics and VCSEL, another competing technology, are powerful technologies, but they come with challenges in power consumption, thermal management, cost, and complex packaging complexity.Hyperlume is actively collaborating with tier-one AI chip manufacturers, advanced packaging foundries, and fiber optics producers to co-develop and scale its technology. These strategic partnerships are crucial for ensuring the manufacturability of their solutions in high volumes.Business model and roadmapHyperlume's primary business model revolves around (1) volume sales of active optical cables and optical interconnects specifically for AI and HPC interconnects (2) design wins with Tier-1 chipmakers and hyperscalers and (3) licensing, integration, and support based on co-packaged optics and other customers' need. This allows customers to immediately benefit from its energy-efficient, high-speed optical links using a familiar form factor, while Hyperlume continues to expand toward in-package solutions.For chipmakers and system integrators, Hyperlume also offers modular interconnect engines that can be integrated directly into advanced packages, as well as co-development and IP licensing models for custom implementations. So, whether it's in-cable or in-package, Hyperlume is building a scalable, low-power optical connectivity platform that meets customers where they are today—while enabling them where they need to go tomorrow.Funding and future visionHyperlume has recently raised nearly US$13 million from investors, including Intel Capital, LG, BDC, and ArcTern Ventures to execute the company roadmap from product development to customer pilots—with a clear runway. The company, established in 2022, is growing rapidly to a team of 20 people, driven by strong market demand."I think one of the main reasons behind the growth of the company is the demand from the market," Asad states, "Our customers, our partners, want to move faster... they have billions of dollars of market in front of them and they want to collaborate with us to shorten time to market."While currently focused on AI infrastructure and high-performance computing, Hyperlume's technology can be expanded to adjacent markets, including defense, automotive, telecommunications, handheld devices, and medical devices. "In the long term, we see our platform technology extending into telecommunications, optical computing, chiplet integration, and even edge AI and automotive applications, where size, power, and bandwidth are critical constraints. Our ability to deliver high-speed, low-latency communication with a tiny footprint opens doors in almost any system where data movement is a bottleneck and may provide a new paradigm in advanced switching," said Mohsen.As Mohsen emphasizes, "It's critical that your technology is highly reliable, especially because data centers and racks are often dedicated to mission-critical applications- like emergency services or airport systems. The optical interconnects must perform consistently over long periods, often operating inside data centers for years without failure".As demands for efficiency, power savings, and bandwidth continue to rise in AI and high-performance computing, Hyperlume is paving a new path for next-generation infrastructure with its innovative microLED-based optical interconnect technology. From data centers to edge devices, wherever data transfer bottlenecks exist, Hyperlume has the potential to become a key enabler—lighting the path forward at the speed of innovation in the AI era.Credit: Hyperlume