Why investors are backing Applied Brain Research’s on-device voice AI approach.
Updated
January 14, 2026 1:38 PM
Plastic model of a human's brain. PHOTO: UNSPLASH
Applied Brain Research (ABR), a Canada-based startup, has closed its seed funding round to advance its work in “on-device voice AI”. The round was led by Two Small Fish Ventures, with its general partner Eva Lau joining ABR’s board, reflecting investor confidence in the company’s technical direction and market focus.
The round was oversubscribed, meaning more investors wanted to participate than the company had planned for. That response reflects growing interest in technologies that reduce reliance on cloud-based AI systems.
ABR is focused on a clear problem in voice-enabled products today. Most voice features depend on cloud servers to process speech, which can cause delays, increase costs, raise privacy concerns and limit performance on devices with small batteries or limited computing power.
ABR’s approach is built around keeping voice AI fully on-device. Instead of relying on cloud connectivity, its technology allows devices to process speech locally, enabling faster responses and more predictable performance while reducing data exposure.
Central to this approach is the company’s TSP1 chip, a processor designed specifically for handling time-based data such as speech. Built for real-time voice processing at the edge, TSP1 allows tasks like speech recognition and text-to-speech to run on smaller, power-constrained devices.
This specialization is particularly relevant as voice interfaces become more common across emerging products. Many edge devices such as wearables or mobile robotics cannot support traditional voice AI systems without compromising battery life or responsiveness. The TSP1 addresses this limitation by enabling these capabilities at significantly lower power levels than conventional alternatives. According to the company, full speech-to-text and text-to-speech can run at under 30 milliwatts of power, which is roughly 10 to 100 times lower than many existing alternatives. This level of efficiency makes advanced voice interaction feasible on devices where power consumption has long been a limiting factor.
That efficiency makes the technology applicable across a wide range of use cases. In augmented reality glasses, it supports responsive, hands-free voice control. In robotics, it enables real-time voice interaction without cloud latency or ongoing service costs. For wearables, it expands voice functionality without severely impacting battery life. In medical devices, it allows on-device inference while keeping sensitive data local. And in automotive systems, it enables consistent voice experiences regardless of network availability.
For investors, this combination of timing and technology is what stands out. Voice interfaces are becoming more common, while reliance on cloud infrastructure is increasingly seen as a limitation rather than a strength. ABR sits at the intersection of those two shifts.
With fresh funding in place, ABR is now working with partners across AR, robotics, healthcare, automotive and wearables to bring that future closer. For startup watchers, it’s a reminder that some of the most meaningful AI advances aren’t about bigger models but about making intelligence fit where it actually needs to live.
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Can AI companions really help with our mental health?
Updated
January 8, 2026 6:35 PM
A laptop with the text "MENTAL HEALTH" displayed. PHOTO: PEXELS
As technology continues to weave itself into the fabric of our daily lives, it’s starting to play an unexpected role: supporting our mental health. AI companions—digital entities designed to hold natural, empathetic conversations—are emerging as a new frontier in emotional care. Unlike chatbots of the past, these AI companions leverage advanced algorithms and emotional intelligence to provide personalized support, making them more than just tools. They are companions in every sense of the word—always available, always listening, and always ready to offer comfort. But can AI companions truly help us feel better, or are they just another tech trend? Let’s dive into how these digital allies are reshaping mental health care and what their growing presence means for our emotional well-being.
Loneliness is often called an epidemic, with millions of people worldwide feeling isolated or disconnected. While human relationships are irreplaceable, AI companions offer a consistent and accessible alternative to combat feelings of loneliness.
These companions don’t just respond—they engage. They remember your preferences, ask follow-up questions, and adapt their conversations to your needs. Imagine having someone to talk to at any time of day, about anything on your mind, without fear of judgment. AI companions may not replace a human friend, but they can provide a sense of presence and connection that can be profoundly comforting.
In a world where reaching out to others can sometimes feel daunting, AI companions offer a simple solution: they’re always there. This consistency can help people feel less alone, fostering a sense of connection in an increasingly disconnected world.
We all experience moments of stress, sadness, or doubt, and having someone to turn to during those times can make all the difference. AI companions are designed with emotional intelligence, enabling them to recognize and respond to your feelings in real time.
Through sentiment analysis and adaptive learning, these companions can detect when you’re feeling low and tailor their responses to provide comfort. Whether it’s offering words of encouragement, suggesting self-care activities, or simply listening, they provide a safe space to process emotions.
Unlike traditional apps that focus on tracking habits or delivering generic advice, AI companions meet you where you are emotionally. This personalized approach can help users feel truly supported, even in their most challenging moments.
For many of us, expressing our thoughts and emotions openly can feel like a risk. Fear of judgment, misunderstanding, or even burdening others often holds us back. AI companions offer an alternative: a completely private, judgment-free space to share whatever is on your mind.
Talking things out—whether it’s frustrations from the day or deeper personal struggles—can be incredibly therapeutic. And with AI companions, there’s no need to worry about being misunderstood or dismissed. You can let your guard down, explore your feelings, and reflect on your experiences with total freedom.
This safe space for self-expression can be especially valuable for those who struggle to open up to others. It’s not about replacing human relationships but about having an outlet that’s always available and entirely focused on you.
Self-doubt is a common barrier to personal growth, and many of us battle negative self-talk daily. AI companions are programmed to combat this by offering positive reinforcement and encouragement.
For example, if you express doubt about your abilities, an AI companion might respond with affirmations like, “You’ve accomplished so much already—don’t forget how capable you are.” Over time, these small but meaningful interactions can help shift your mindset, replacing self-criticism with self-compassion.
This ability to mirror supportive, affirming conversations can build confidence and foster a more positive self-image. It’s a subtle but powerful way AI companions can contribute to emotional well-being.
AI companions are more than just a tech trend; they represent a new way of thinking about mental health care. By offering companionship, emotional support, safe spaces for self-expression, and tools for mindfulness, they empower users to take control of their well-being.
While they may not replace traditional methods of care, AI companions are making mental health support more accessible, immediate, and personalized. They’re a reminder that sometimes, the smallest interactions—an encouraging word, a moment of mindfulness, or a listening ear—can have the biggest impact.
As we embrace this new era of technology, one thing is clear: AI companions are not just about convenience. They’re about connection, support, and the potential to make emotional care a part of everyday life. And in a world that often feels disconnected, that’s something worth celebrating.