The latest BCG “AI at work” report confirms how far AI adoption has come among frontline workers:

  • 74% say they use it every day (up 23 percentage points from 2025).
  • 42% of regular users report saving 8 hours a week (the equivalent of a full workday).
  • 61% believe AI agents could handle at least half of their daily tasks (in the next 3 years).

Yet, while adoption of AI tools has reached an all-time high, most organizations are failing to convert efficiency gains into real bottom-line value. BCG’s research reveals that strategic clarity and workflow redesign boost measurable business value by 25%, compared to only 5% from providing tools alone.

To bridge this operational gap, leadership must execute on five core imperatives:

  • Make strategic clarity a top priority, ensuring everyone—including the frontline—understands the direction.
  • Change the scoreboard (measure value, not adoption), ensuring saved time is deliberately reinvested rather than lost.
  • Invest in redesigning work end-to-end, moving beyond individual productivity by fundamentally redesigning core processes.
  • Put people at the heart of that redesign, mapping skill sets, and involving teams in workflow redesign to drive long-term engagement.
  • Govern it as a moving target, not a one-off program, constantly evaluating ROI and adapting as agents and models evolve.

Modernizing the enterprise is not just about deployment of the latest tools – it is a managerial, organizational and architectural challenge. To convert saved hours into bottom-line ROI, organizations need a resilient, end-to-end infrastructure capable of supporting redesigned workflows with strict governance.

Perceptiva assists your business in bridging the gap between AI strategy and actual execution through our specialization in AI Connectivity.

Stop focusing only on adoption and start capturing true economic value!