~/talk

Edge AI: Driving Agentic Workflows and Productivity

Talkat droidcon London 2025 · 2025-10-30..10-31· [machine-learning]
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slides:none on file

Claims on-device AI with the AI Suite SDK running computer vision and small LLMs, cutting cloud tokens and latency while keeping data local. Demonstrations include product recognition supporting 200,000 SKUs on handhelds, a multi-barcode video barcode finder, delivery-photo compliance with real-time feedback, and voice transcription using Whisper tiny/small models. A set of pre-trained enablers and blueprint apps feed into Zebra Companion, an agentic assistant that currently keeps a human in the loop and pushes only complex tasks to the cloud.

AI-written summary · about

  1. 0:00Edge AI introduction
  2. 1:25AI for frontline workers
  3. 2:50Real-time decision making
  4. 4:15AI developer tools
  5. 6:03Digitizing workflows
  6. 7:07Knowledge agents for onboarding
  7. 8:54On-device AI models
  8. 9:35Agent collaboration
  9. 11:29Task reallocation and trust
  10. 14:03AI assistant demo
  11. 16:16Future of agent UI UX
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