Technical Requirements

• Connectivity Solutions

  • Reliable network access for field applications
  • Offline capabilities with synchronization
  • Bandwidth optimization for video/image transfer

• Integration Requirements

  • Connection to core industry systems
  • Legacy system compatibility
  • Real-time data synchronization
  • API management strategy

• Device Strategy

  • Mobile device selection and management
  • Wearable technology considerations
  • Voice input optimization (noise cancellation, etc.)
  • Camera quality requirements

Organizational Readiness

• Skills and Training

  • User training on multimodal interfaces
  • IT staff preparation for support
  • Data science capabilities for ongoing improvement

• Process Redesign

  • Identifying optimal insertion points
  • Redesigning workflows around new capabilities
  • Establishing fallback procedures

• Change Management

  • Addressing resistance to AI assistance
  • Managing transition from legacy interfaces
  • Creating advocates within teams

Measuring Success

• Industry-Specific KPIs

  • Healthcare: patient outcomes, provider efficiency
  • Manufacturing: downtime reduction, quality metrics
  • Retail: conversion rates, inventory turns
  • Field service: first-time fix rate, travel optimization

• Implementation Milestones

  • Phased approach with clear success criteria
  • Early wins to build momentum
  • Long-term transformation roadmap