The problem with EV innovation? The testing labs can’t keep up.
As electric vehicle (EV) tech races ahead, the systems used to test and validate it are often stuck in the past, which is manual, fragmented, and slow. The answer wasn’t a flashy AI overhaul for one global automotive leader. Instead, it was a pragmatic, team-centered strategy to pinpoint and apply automation where it would make a difference.
The Roadblock: Siloed Teams and Unclear AI Priorities
Like many engineering-heavy organizations, this company saw the potential in automation but lacked a clear path forward. Their EV test labs were rich with data yet tangled in silos, muddled priorities, and growing uncertainty about what AI might mean for day-to-day roles. The core challenge wasn’t whether to use AI but how to move forward responsibly, with buy-in across the board.
They needed a structured, collaborative process to uncover real use cases and build alignment between engineering, QA, and IT. Without that, even the best ideas would remain stuck on the whiteboard.
The Shift: Turning AI into a Shared Strategy
That’s where the AI & Automation Readiness Workshop came in. Through a series of hands-on, cross-functional sessions, teams mapped out their existing workflows and zeroed in on process breakdowns.
A few high-impact ideas rose to the surface:
- Anomaly detection in EV sensor data to flag issues early in the testing cycle
- AI-generated compliance summaries to streamline documentation and reporting
- Governance frameworks to reduce risk and ensure responsible adoption
By exploring these concepts together, teams shifted from skeptical to motivated. The workshop gave everyone a common language and a shared purpose around what practical AI could look like in their world.
The Outcome: From Alignment to Action
The organization emerged with two fully scoped pilot projects, each with measurable ties to efficiency and compliance. Leadership saw the ROI potential and gave the green light. More importantly, teams felt empowered. A dedicated AI task force was formed to steward ongoing adoption and experimentation.
This wasn’t transformation for transformation’s sake. It was a grounded, people-first shift that aligned teams, cut through friction, and set the stage for scalable, low-risk innovation in EV testing.
Still stuck at the “where do we start?” stage?
You’re not alone and don’t have to figure it out in a vacuum. Our AI & Automation Readiness Workshop is designed to help teams like yours move from uncertainty to action with clarity, confidence, and momentum.
👉 Let’s talk about what practical AI could look like for your team.
