Webinar Replay: Running AI at the Edge: Hidden Challenges Beyond the Model

Edge AI is enabling a new generation of intelligent connected devices, but running intelligence locally introduces new challenges that go far beyond model performance alone.

Webinar replay of Sequans and SG Wireless for a practical discussion on the realities of deploying edge AI systems, including the trade-offs and considerations that impact power consumption, connectivity, reliability, and scalability.

Key Topics:

Why organizations are moving AI workloads closer to the device
The relationship between edge AI, connectivity, and power consumption
What teams often underestimate when designing edge AI systems
Connectivity considerations for intelligent connected devices
Practical lessons from real-world edge AI deployments

What You’ll Learn:

When edge AI makes sense and when it doesn’t
How connectivity decisions affect edge AI performance and efficiency
Common challenges encountered when deploying AI-enabled devices
Practical considerations for building resilient, low-power edge AI systems

Presenters:

Xavier Dupont, Vice President Business Development IoT EMEA – SG Wireless – Moderator

Christian Ehlers, FAE & Technical Lead – SG Wireless

Olivier Amiot, Product Marketing Senior Director – Sequans

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