Throwback Podcast! Analytics’ Role in Predictive Maintenance Success
Erin celebrates building the fleet community with 50 episodes and 11K followers on LinkedIn [Podcast]
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IntelliShift Team

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This week on Straight Talk on Fleet, Erin Gilchrist, IntelliShift’s VP of Fleet Evangelism revisits an episode that dives deep into a challenge every fleet manager knows well—maintenance. This episode remains as relevant as ever as Erin offers her unique perspective on building proactive and predictive maintenance programs that prioritize safety, reliability, and cost control. 

If you missed it the first time—or simply need a refresher—this episode is packed with actionable insights to help you rethink your fleet maintenance strategy. 

Key Takeaways from the Episode 

#1 – The Power of Predictive Analytics 

Erin emphasizes the importance of using data to anticipate maintenance needs rather than reacting to issues as they arise. Predictive analytics can help identify trends in vehicle performance, such as recurring brake failures or transmission issues, allowing you to prevent costly breakdowns. By leveraging tools like telematics and vehicle event data, you can plan maintenance more effectively and reduce downtime. 

#2 – Building a Robust Tech Stack 

A well-integrated tech stack is critical for streamlining fleet maintenance. From telematics systems that track real-time vehicle health to driver apps that simplify scheduling, Erin discusses how technology can transform maintenance programs. She also touches on the importance of ensuring that your tech tools work together seamlessly to deliver actionable insights. 

#3 – Gaining Organizational Buy-In 

No maintenance program succeeds without support from the top down. Erin shares her experience of navigating silos, building cross-functional teams, and engaging stakeholders like HR, procurement, and finance to ensure policies are not only adopted but championed throughout the organization. 

#4 – Segmentation for Success 

A standout moment in the episode is Erin’s recommendation to segment fleets into profiles, such as technician vans, distribution trucks, and sales vehicles. This allows for more targeted benchmarking, reporting, and maintenance planning. By treating each profile as a unique entity, you can tailor your approach to maximize efficiency and effectiveness. 

#5 – Partnering with Maintenance Providers 

Erin also stresses the importance of building strong relationships with maintenance providers, whether they’re in-house shops or external partners. She explains how to set expectations through service level agreements (SLAs), measure performance metrics like cycle time, and ensure parts availability to minimize delays. 

Why This Episode Matters Today 

With supply chain challenges making parts difficult to come by and vehicle downtime costlier than ever, proactive maintenance is not just a best practice—it’s a necessity. This throwback episode is a timely reminder of the tools, strategies, and mindset shifts needed to optimize your fleet’s performance in today’s challenging environment. 

Tune In 

Don’t miss this opportunity to revisit (or discover) a treasure trove of insights from one of IntelliShift’s most compelling episodes. Whether you’re looking to enhance your maintenance program or start building one from scratch, this episode offers practical steps you can take today. 

Listen to the full episode and be sure to share your thoughts with Erin on LinkedIn—she’d love to hear how you’re tackling maintenance challenges in your fleet. As always, don’t forget to subscribe to Straight Talk on Fleet to stay up to date on future episodes! 

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