IronHub CEO Taylor Assaly joined Geoffrey Cann’s Digital Innovations in Oil and Gas podcast to talk through where the industry stands on surplus today and what’s about to change.
The problem with surplus is knowing what you have
Most operators are sitting on significant idle inventory. The challenge is that nobody has a clear picture of what they own, where it is, or whether it’s fit for reuse. Data is incomplete, systems don’t talk to each other, and engineers buy new because verifying what’s already in storage takes too long.
“There’s just not been enough information for an engineer or buyer to gain the confidence to use it.” — Taylor Assaly, CEO, IronHub
The result is significant capital tied up in equipment that could be redeployed or sold. An estimated $50 billion sits idle across the industry for just the top 20 producers alone. Globally, it’s in trillions of dollars.
Smaller equipment and materials are the hardest part to manage
Large equipment is worth the time to inventory. The harder problem is the vast volume of smaller parts and materials in warehouses, where records might only include a part number and a brief description (if you’re lucky).
Hunting down that information manually is slow work. Even strong supply chain teams max out at around 100 items per day, which means months of effort to work through a full warehouse. With pressure mounting to reduce storage, maintenance, and insurance costs, the path of least resistance is often to scrap large volumes of parts that could have been reused or sold.
The result: without reliable specs, condition details, or images, nobody can act on that inventory with confidence.
AI is now making it possible to fix inventory data at scale
For oil and gas companies with a spreadsheet of thousands of uncataloged parts, or rows of warehouse items with only photos, cleaning and standardizing that data used to be a manual, years-long effort. AI-driven enrichment changes that, producing complete, trusted listings from inconsistent records in minutes.
“Now with our development of industry-specific AI models, we’re able to enrich, standardize, and communicate spare parts inventory data at scale. We’re witnessing the largest influx of new surplus management ability we’ve ever seen.” — Taylor Assaly, CEO, IronHub
Where better inventory data pays off
When the data is trusted, everything downstream improves. Internal reuse decisions happen faster — engineers can identify what’s already owned before raising a purchase order. And materials ready for market get in front of real buyers with listings complete enough to act on.
IronHub provides the industry’s most trusted materials management system for oil and gas operators, helping teams capture, enrich, and act on surplus inventory for internal reuse or sale.
Listen to the full episode to dig into where surplus management stands today, what operators are getting right, and where the biggest opportunities still sit untouched.
