M2M Tech
Sovereign physical AI for critical operations.
ALL IN 2026 brought the energy, ideas and people shaping Canada’s AI future together in Montréal and M2M Tech was proud to be part of it.
Throughout the conference, we shared how M2M Tech is advancing Physical AI-connecting intelligent systems, real-time data and edge technologies to help organizations understand and respond to the physical world more effectively.
From demonstrating our capabilities to reconnecting with ecosystem partners from across Canada and exchanging ideas with industry leaders, ALL IN created valuable opportunities for learning, collaboration and new connections.
What made the experience especially meaningful was seeing the strength of Canada’s AI community in action. Events like ALL IN show what becomes possible when innovators, organizations and partners come together around a shared vision for the future.
Thank you to the IN team and staff for creating such an impactful gathering, and to the de Montréal AI - Canada's AI Cluster , - Institut québécois d'intelligence artificielle and everyone who helped bring Canada’s AI ecosystem together.
Here’s a look back at some of the moments that made ALL IN 2026 so memorable for M2M Tech.
09/19/2026
🌊 Advancing the future of maritime operations with Edge AI!
M2M Tech was proud to attend and sponsor the Sustainable Blue Economy Summit, hosted by Ocean Alliance Canada and ECO Canada, bringing together leaders and innovators working to build a safer, smarter, and more sustainable blue economy.
As part of the summit, we presented DeckGuard Vision, our Edge AI solution for safety and incident detection, demonstrating how real-time AI can support safety-critical maritime operations directly at the edge.
Built on M2M Tech’s MEA Edge AI platform, DeckGuard Vision processes computer vision on-device, enabling real-time detection without continuous cloud video streaming, even in low-bandwidth environments and challenging maritime conditions.
We’re proud to contribute to the conversation around how AI, edge computing, and real-time intelligence can strengthen the future of maritime operations.
Thank you to Ocean Alliance Canada and ECO Canada for bringing together such an important community and creating a platform for collaboration and innovation.
09/19/2026
⚡ Physical AI needs a data foundation built for the real world!
At ALL IN 2026 in Montréal, M2M Tech showcased how Physical AI comes together across the full data and AI pipeline, from data generated by cameras and sensors at the edge to the AI systems that analyze, understand, and act on that information in real time.
A key part of this architecture is DDN Infinia, providing the data foundation to support high-performance Physical AI workloads and connect distributed data across edge environments. Combined with NVIDIA technologies, this enables the data, computing, and AI capabilities needed to bring Physical AI into real-world operations.
Together with DDN, we’re working toward more scalable Physical AI deployments, helping organizations move beyond isolated AI pilots and build systems that can operate across real-world environments.
ALL IN gave us the opportunity to demonstrate what this looks like in practice and show how the right combination of data infrastructure, Edge AI, and accelerated computing can help turn physical-world data into actionable intelligence.
Thank you to the DDN team for the continued collaboration and support as we build the infrastructure behind the next generation of Physical AI.
09/19/2026
🌐 Connecting Physical AI to the real world at ALL IN 2026!
At ALL IN 2026 in Montréal, M2M Tech was proud to showcase our collaboration with Terrestar Solutions, combining Hybrid IoT connectivity with Edge AI to bring real-time intelligence to remote and connectivity-constrained environments.
From agriculture and energy to mining and utilities, we’re helping connect data, process it at the edge, and turn insights into action.
Thank you to the Terrestar Solutions - Strigo team for the continued collaboration and for helping us bring this vision to life at ALL IN!
09/19/2026
🏆 We won the 2026 AI Challenge at ALL IN!
M2M Tech is proud to share that our team, together with AI.Connect Global, has won the City of Montréal’s (Ville de Montréal) 2026 AI Challenge at ALL IN 2026.
Our winning solution, SIGNALEMENT, reimagines how citizens report urban issues by using AI to connect citizen observations with city operations.
By bringing together AI, computer vision, Edge Computing, and intelligent automation, SIGNALEMENT helps turn reports into actionable information that can be understood, classified, and routed more efficiently.
This challenge gave us the opportunity to put AI into action on a real-world municipal challenge, and we’re proud to see the solution recognized on the ALL IN stage.
A huge thank you to the City of Montréal for the opportunity to collaborate and work together on this challenge.
We’d also like to thank DDN and NVIDIA for their continued support on this project and for helping us leverage DDN Infinia and NVIDIA VSS to bring SIGNALEMENT to life.
09/18/2026
M2M Tech joined the State & Future of Maritime Fuels in BC event to learn more about where the maritime energy transition is heading, and what the real challenges look like on vessels, at ports, and across the wider ecosystem.
The day covered biofuels, LNG, methanol, electrification, emissions, vessel operations and infrastructure, with speakers from Maritime Centre for Climate , Energy Research Centre , ULC, Ferries , , of Los Angeles and others sharing current projects, lessons learned, and the practical realities behind cleaner marine fuels.
The afternoon also included a C40 Cities-facilitated workshop on what BC can learn from other regions as it builds its own clean marine fuel pathways.
A highlight for us was also visiting the UBC Clean Energy Research Centre labs and student design teams and seeing some of the research and engineering happening behind the scenes.
For M2M Tech, the day was a good opportunity to better understand where edge computing, resilient data capture, onboard analytics and low-connectivity data pipelines could support future measurement, research and operational deployments.
It was also a great lead-in to GreenShip 2026, and we’re looking forward to continuing the conversations around cleaner fuels, vessel technology, data and the broader maritime transition.
Thanks to VMCC, UBC/CERC, C40 Cities, the speakers, researchers, students and industry participants for sharing their experience and making the day so useful.
09/17/2026
⚡ Day 1 at ALL IN 2026 in Montréal!
M2M Tech is bringing Physical AI to life with real-world demonstrations across Smart Cities, PPE Safety, and industrial Edge AI, powered by NVIDIA Jetson, NVIDIA Metropolis, and DDN Infinia.
And tomorrow, we take the stage.
We’re proud to be a finalist in the 2026 AI Challenge with the City of Montréal (Ville de Montréal).
🌐 Come find us at the ALL IN Talks Stage tomorrow as we present our solution and show how Physical AI is moving from concept to real-world operations.
09/15/2026
M2M Tech Brings Real-World Physical AI Pipelines to ALL IN 2026!
At NVIDIA GTC 2026, M2M Tech demonstrated the architecture needed to scale Physical AI across distributed environments.
Now at ALL IN 2026 in Montreal, we’re taking that architecture into real-world applications, including Smart Cities, workplace safety, maritime operations, predictive maintenance and industrial environments.
Our approach connects:
Camera / Sensor / Robot → Edge AI → Data Infrastructure → Agentic AI → Operational Action
The goal is simple: capture the right data, process it where it matters, and turn AI insight into action.
At ALL IN, we’ll showcase Smart City video intelligence, PPE safety compliance and industry-focused Edge AI applications powered by technologies including DDN Infinia, NVIDIA Jetson, NVIDIA Metropolis and NVIDIA Cosmos.
⬇️ Read the full press release:
https://zurl.co/iHg1e
09/14/2026
M2M Tech is heading to the 2026 International Forum on Marine Environment and Marine Debris Governance.
As marine industries face growing environmental and operational challenges, AI and edge technologies can play a critical role in enabling smarter, more sustainable decisions where operations happen.
We’re looking forward to connecting with leaders across the marine ecosystem and exploring how Edge AI, Physical AI, and Digital Twins can support the future of marine operations.
📍 2026 International Forum on Marine Environment and Marine Debris Governance
Connect with our team: https://zurl.co/bN9f2
09/10/2026
AI is transforming agriculture - from the field to the food supply chain.
From precision farming and predictive analytics to automated quality control and generative AI, discover how AI is helping build smarter, more efficient, and sustainable food systems.
📖 Read our latest guide: https://zurl.co/g120a
🤝 Explore how AI can support your operations: https://zurl.co/4kqUk
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