By Gautam Kunapuli, Director of Machine Learning & AI at Motive

For the last few years, the conversation around AI in the physical economy has been dominated by visibility. Things like knowing where your vehicles are or when your equipment needs service. Now, the industry is realizing that visibility alone doesn’t change outcomes.

As lead for the AI and machine learning teams at Motive, I can tell you that the era of experimentation is over. Leaders in transportation, construction, energy, and field services are no longer asking what AI is; they’re asking, “Does this actually work in the cab, on the job site, and under real operational pressure?”

The answer is a resounding yes. We are witnessing a massive shift from AI that simply reports the news to AI that helps you act on it.

Moving beyond the dashboard

The “dashboard era” is effectively over. Fleet managers and operations managers are tired of drowning in data that requires a Ph.D. to make sense of. In 2026, AI helps make sense of your data faster.

Instead of manual data entry and reactive problem-solving, we’re seeing the rise of AI agents and copilots. These aren’t just tools that surface information; they’re teammates that help execute. 

They allow leaders to step in earlier, make faster decisions, and run day-to-day operations with a proactive mindset. When AI is applied to the moments of highest risk and cost, the impact is instantaneous.

The power of a unified platform

The physical economy operates in high-stakes environments where safety, efficiency, and profitability are constantly at risk. To manage this, you can’t afford to have your data trapped in silos.

Motive provides a fully unified integrated operations platform. We bring together:

By creating a single source of truth, we eliminate the strain on IT teams and reduce vendor fatigue, allowing you to focus on running your business.

The ROI of the physical economy

While knowledge workers in some sectors are still struggling to make the most of AI agents, physical operations leaders are already seeing compounding returns. According to Motive’s 2026 ROI Report, a survey of 351 customers across North America, the proof is in the numbers:

Scaling impact in 2026

This year is about scaling that impact. The AI headlines of the last few years have been dominated by coding assistants, legal copilots, customer service bots, and financial analytics tools. That’s changing. 

As AI vision, AI safety, and AI agents mature faster, the efficiency gains are now reaching the people who keep the physical world running — the ones moving freight, building infrastructure, and keeping the lights on. People like you.

And that shift — from insight to action — is where things get interesting. It’s how we make the physical economy safer, more productive, and more profitable. And we’re really just getting started.

Ready to see how AI is reshaping fleet operations in 2026?

Watch the 2026 AI Trends webinar.

Discover how leading teams are turning AI into measurable results — improving safety, reducing risk, and scaling smarter operations.

Going deeper? Join us live at Vision 26.

See Gautam Kunapuli, Motive’s AI expert, in person as he leads two must-attend sessions:

  • AI at Work: Under the Hood with Motive’s AI Experts
    See how advanced AI filters out actual risks from false alerts, turning raw data into clear, actionable insights that boost safety and streamline operations.
  • One Step Ahead: The 2026 AI Trends Powering Proactive Work
    Explore how leading organizations are using AI to reduce risk, automate work, and deliver real-world results. Get a breakdown of the top AI trends of 2026 and learn how these tools work together to keep your team one step ahead.

Save your spot at Vision 26! Join industry leaders and AI experts to see what’s next and start putting it to work.