Edge Impulse’s Edge AI Roadmap outlines a comprehensive strategy for turning IoT and intelligent devices into growth engines. Key steps include defining a clear AI vision aligned with business goals, assessing current infrastructure and skill gaps, and identifying milestones across short, mid, and long-term timelines. It emphasizes selecting and scaling use cases, planning a suitable tech stack, and establishing strong data governance. Additional focus areas include skill development, budgeting, risk mitigation, stakeholder communication, and scalability. The roadmap enables organizations to securely and efficiently deploy edge AI solutions while staying adaptable to evolving technologies.

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