{"id":62,"date":"2026-03-23T02:33:38","date_gmt":"2026-03-23T02:33:38","guid":{"rendered":"https:\/\/mobyl-iq.ca\/home\/"},"modified":"2026-07-23T15:45:39","modified_gmt":"2026-07-23T15:45:39","slug":"home","status":"publish","type":"page","link":"https:\/\/mobyl-iq.ca\/en\/","title":{"rendered":"Home"},"content":{"rendered":"\n
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Real-Time Digital Twin for Networks of Assets in Motion<\/strong><\/h1>\n\n\n\n

See,simulate, decide – in Real-Time<\/mark><\/strong>
Mobyl-IQ is the real-time digital twin that lets operators visualize their network, automatically detect problems, and test their decisions in simulation \u2014 before applying them in the real world.<\/p>\n\n\n\n

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Talk to us about a pilot<\/mark><\/a><\/div>\n\n\n\n
Explore the platform<\/mark><\/a><\/div>\n<\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n
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Complex networks, run blind<\/h1>\n\n\n\n
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A network of assets in motion \u2014 vehicles, vessels, field crews \u2014 is a living system where everything is connected: a delay in one place causes a missed connection or window elsewhere. Operators hold plenty of data, but it is heterogeneous, incomplete and buried in noise. Problems are noticed after the fact, and every operational change is a full-scale experiment with unpredictable effects.<\/p>\n<\/div>\n\n\n\n

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The solution: see, detect, simulate<\/h1>\n\n\n\n
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1<\/mark><\/strong><\/p>\n\n\n\n

See<\/strong><\/p>\n\n\n\n

Visualize your network live \u2014 vehicles, vessels, crews \u2014 on a single map powered by your existing data.<\/p>\n<\/div>\n\n\n\n

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2<\/mark><\/strong><\/p>\n\n\n\n

Detect<\/strong><\/p>\n\n\n\n

Automatically spot what degrades service \u2014 delays, congestion, conflicts, cascade effects \u2014 filtering out the noise to keep only the real problems.<\/p>\n<\/div>\n\n\n\n

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3<\/mark><\/strong><\/p>\n\n\n\n

Simulate<\/strong><\/p>\n\n\n\n

Replay a real day with a changed operating rule and measure the impact across the whole network \u2014 cascade effects included \u2014 before any deployment.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n

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What sets us apart<\/h1>\n\n\n\n

Other tools see the network, plan it offline, or simulate it in a lab. Testing an operating decision on the real network, in real time, before applying it: that is the corner no one else occupies in production \u2014 and it is ours.<\/p>\n\n\n\n

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Test before you deploy<\/mark><\/strong><\/p>\n\n\n\n

Our simulator replays history and measures the full network impact of a decision before it touches operations.<\/p>\n\n\n\n

Models calibrated on reality<\/mark><\/strong><\/p>\n\n\n\n

The longer a network stays connected, the more valuable and harder to replicate the platform becomes.<\/p>\n<\/div>\n\n\n\n

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An integration grammar<\/mark><\/strong><\/p>\n\n\n\n

It integrates with your existing data and adapts to future data \u2014 it isn’t wired to one format, it learns to speak any source.<\/p>\n\n\n\n

Sovereign, open, privacy-by-design<\/mark><\/strong><\/p>\n\n\n\n

Local data control, interoperable, no proprietary lock-in \u2014 a trusted partner for public stakeholders.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n

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Discover some of our partners<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n
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Domains<\/h1>\n\n\n\n
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One core, several domains: Mobyl-IQ fuses and exploits, in real time, heterogeneous data from fleets of moving assets.<\/p>\n<\/div>\n<\/div>\n\n\n\n

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Maritime<\/h3>\n\n\n\n

Pilotage and port operations: situational awareness and operational simulation on a navigation network.<\/p>\n<\/div>\n<\/div><\/div>\n\n\n\n

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Winter road maintenance<\/h3>\n\n\n\n

Snow and ice control: optimize and replay routing and spreading, and measure the gains.<\/p>\n<\/div>\n<\/div><\/div>\n\n\n\n

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Urban mobility<\/h3>\n\n\n\n

Our DNA and showcase: the real-time demonstration runs on transport data.<\/p>\n<\/div>\n<\/div><\/div>\n\n\n\n

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And beyond…<\/h3>\n\n\n\n

More broadly, any complex system in motion.<\/p>\n<\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n

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Partners<\/h1>\n\n\n\n
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Mobyl-IQ was born from 5+ years of research at Polytechnique Montr\u00e9al, in the GERAD ecosystem (operations research, AI, statistics), with long-standing ties to world transport references and operators. The science is de-risked by non-dilutive public funding. The platform is not just a promise: it runs and has been demonstrated on real operator data, in transport and in maritime.<\/p>\n<\/div>\n<\/div>\n\n\n\n

A few partners who use our system or support its development.<\/p>\n<\/div>\n\n\n\n

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Simulation on a New York network \u2014 twin built from public data streams (GTFS, AVL\u2026)<\/figcaption><\/figure>\n\n\n\n
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View of a North American public transport network.<\/figcaption><\/figure>\n<\/div>\n\n\n\n
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Great Lakes Pilotage Authority<\/h3>\n\n\n\n

The Mobyl-IQ simulation and real-time mobility system serves as a basis for a research project currently done in collaboration with Polytechnique Montreal and the Great Lakes Pilotage Authority.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n

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Group for Research in Decision Analysis<\/h3>\n\n\n\n

The GERAD is a research center that groups over 100 researchers coming from its 4 founding universities: HEC Montreal, McGill, Polytechnique Montreal and UQAM. They are working in all areas of decision analysis using operations research, artificial intelligence and\/or statistical methods. It is our key research partner.<\/p>\n<\/div>\n\n\n\n

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Ready to see your network differently?<\/h1>\n\n\n\n
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