Hannah Testani on the Industrial Insights Podcast: Bringing Data Mastery to Shipping
When Hannah Testani joined the Industrial Insights Podcast, the conversation centered on a challenge nearly every supply chain organization is facing right now: complexity. Companies are moving faster than ever, but many are still operating without the visibility needed to make truly informed decisions.
Hosted by Justin Smith, the podcast explores the supply chain insights shaping industrial real estate and logistics operations. Hannah’s episode focused on how transportation data, AI, and machine learning are helping companies uncover inefficiencies, improve network decisions, and adapt to a rapidly changing carrier landscape.
And throughout the conversation, one theme kept coming up. Most companies are reacting to supply chain complexity instead of fully understanding and solving for it.
The Hidden Costs Sitting Inside Transportation Networks
Every shipment creates data.
Across truckload, ocean, air, courier, and parcel shipping, those data points reveal patterns about how a supply chain is functioning. Intelligent Audit analyzes those patterns to help companies identify unnecessary costs, operational inefficiencies, and shipment behaviors that often go unnoticed.
During the episode, Hannah shared examples of businesses paying for 2-day air shipments when ground service would arrive faster. She also discussed how shipping costs grow exponentially with distance, why distribution center placement matters more than many companies realize, and how small inefficiencies can quietly impact margins at scale.
The conversation reinforced an important point: transportation data is not just operational data anymore. It is business intelligence.
Why AI Works Best When it Learns Patterns
AI was another major focus of the discussion, but not in the way most companies talk about it.
Hannah explained how Intelligent Audit has been building AI and machine learning capabilities into its platform for nearly a decade, using technology to identify shipment anomalies and audit exceptions at the individual shipment level.
She compared the approach to credit card fraud detection.
The system learns normal patterns over time. When something falls outside those patterns, it gets flagged.
That matters because supply chains are constantly changing. Routes shift. Carrier strategies evolve. Supplier networks move. AI helps companies identify those changes faster and respond with better information.
As Hannah put it during the episode:
“AI is like a calculator. Almost no one does math by pen and paper anymore.”
The Parcel Market is Entering a Different Era
The episode also explores how dramatically the parcel carrier landscape is changing.
Hannah discussed how UPS and FedEx have publicly stated they are moving away from certain areas of e-commerce business while Amazon continues expanding its transportation network.
Those shifts are creating new pressures across fulfillment operations, warehouse networks, and transportation strategies.
The conversation also touched on hub injection strategies, line haul optimization, inbound versus outbound transportation challenges, and the increasing importance of strong carrier partnerships.
As transportation networks become more complex, companies are being forced to rethink how they design and manage supply chains at scale.
What This Conversation Really Highlights
This episode highlighted something many organizations are starting to recognize. Visibility alone is no longer enough.
Companies need intelligence that helps them understand what is happening across their transportation networks and what actions they should take next.
That is exactly where Intelligent Audit focuses.
Learn more about how Intelligent Audit can support your supply chain and logistics goals. Contact us today.
