RF Scanning Inventory Tracking: Why Real Time Accuracy Starts With the Handheld
- Feb 6, 2026
- Inventory Tracking
RF scanning inventory tracking is one of those warehouse topics that sounds technical until you live through the alternative. Without RF scanning, inventory updates lag behind reality. People move product, scribble notes, or plan to key transactions in later, and the system becomes a delayed echo of what actually happened. With RF scanning, the work gets recorded at the moment it happens. That is how you stop inventory from turning into a guessing game.
If you are trying to scale, lag is expensive. It shows up as oversells, mispicks, emergency cycle counts, and customer service escalations. It also shows up in the quiet way your team starts hedging. They stop trusting the count, they build buffers into purchasing, and they delay launches because they do not believe the data. RF scanning inventory tracking is the antidote to that mistrust because it makes the warehouse system behave like a live system, not a weekly report.
RF scanning is radio frequency scanning using handheld devices that communicate with the warehouse management system in real time. Practically, it means a worker can scan a barcode and immediately confirm a location, a SKU, a quantity, or a move. The scan becomes a transaction, and the transaction becomes inventory truth.
Bryan Wright, CTO and COO of G10 Fulfillment, described the standard for what a good system should do: "A good WMS tracks inventory through the warehouse at every point that you touch it." RF scanning is how that standard becomes operational. Every touch becomes a scan, and every scan becomes a recorded event.
In weaker environments, inventory becomes visible only after putaway. That creates blind zones. Inventory exists physically in staging or on equipment, but the system cannot see it yet. RF scanning closes those blind zones because you can scan inventory while it is moving, not only after it settles.
Inventory drift is the slow separation between system counts and physical reality. It usually starts with small unrecorded actions. A pallet move that was not scanned. A replenishment that was rushed. A box that got relabeled without an update. Drift then compounds as orders are picked and packed based on incorrect assumptions.
Bryan explained what higher fidelity tracking looks like when you track inventory through movement, not just storage: "At any point in time, I know that Bobby has this product on fork 10 right now, and if I needed to go find that product, I just got to go find Bobby on fork 10." That level of visibility is only possible when the system is capturing location changes as they happen, which is what RF scanning supports.
When drift gets bad enough, teams stop believing the WMS, and that is when the warehouse starts inventing workarounds. Workarounds feel like speed, but they create more drift. RF scanning inventory tracking breaks that cycle by making real time capture the default.
Paper processes are still common in warehouses that are trying to run fast without the right systems. The trouble is that paper is invisible to software. If a move exists only on paper, it does not exist to the WMS. That creates inventory blind spots, and those blind spots create oversells and wrong shipments.
Connor Perkins, Director of Fulfillment at G10 Fulfillment, described the operational baseline for accuracy: "You want everything to be scanned in the warehouse, nothing done on paper." RF scanning makes that baseline realistic, even during peak. It gives the worker the ability to capture the transaction immediately, without leaving the workflow to type, write, or remember.
Connor also described what customers suffer when scan discipline is weak. They were "losing money by shipping wrong items or wrong quantities of items." RF scanning reduces those errors by making verification and capture part of the motion of the work.
Receiving is where inventory truth begins. If receiving is rushed, or if putaway happens without scans, you can lose visibility before inventory ever hits a pick face. RF scanning supports a workflow where the dock is a tracked location, staging areas are tracked, and each move from dock to storage is recorded by scan.
That matters because many accuracy problems do not start in picking. They start upstream. Product sits in a corner, the system thinks it is still on a trailer, and the store is selling against a number that is not yet real. RF scanning reduces that disconnect by making each transition visible.
RF scanning inventory tracking is also about preventing wrong shipments. A scan at pick can verify that the worker is in the correct location and holding the correct item. A scan at pack can confirm that each unit belongs in that carton. These validations are the difference between a warehouse that "mostly gets it right" and a warehouse that stays accurate under pressure.
Joel Malmquist, VP of Customer Experience at G10 Fulfillment, described the outcome of disciplined execution: "We have over 99.9% ship accuracy of these orders." That kind of performance depends on consistent verification. RF scanning is a core tool that makes verification repeatable.
Omnichannel fulfillment increases the penalty for inaccurate inventory. If the same inventory pool feeds Shopify orders and retailer POs, the system has to stay accurate in real time. Otherwise, one channel will steal inventory the other channel is expecting, and you will disappoint someone.
Jen Myers, Chief Marketing Officer at G10 Fulfillment, described the need during expansion: "You want to make sure your inventory is tracked across those two different systems, to make sure that there's enough inventory." That starts with warehouse-level truth. RF scanning helps keep that truth stable because it captures transactions at the moment they occur.
When inventory and order status are not visible, customers create tickets. Tickets interrupt warehouse work. Interruptions increase errors. A strong RF scanning workflow, paired with customer-facing visibility, breaks that loop.
Maureen Milligan, Director of Operations and Projects at G10 Fulfillment, described the benefit: "What these real-time portals provide our customers is 100% visibility." When customers can see the truth, they stop guessing, and the warehouse can keep executing without constant interruptions.
G10 treats RF scanning as the baseline for keeping inventory honest in real time. Connor summarized the expectation: "Having a 3PL and WMS that is 100% scan-based is crucial." Bryan described the tracking foundation that makes scanning meaningful: "A good WMS tracks inventory through the warehouse at every point that you touch it." Maureen connected real time capture to customer confidence: "What these real-time portals provide our customers is 100% visibility."
If you are tired of inventory surprises and you want your warehouse system to behave like a live system, RF scanning inventory tracking is one of the most practical standards to insist on. It replaces delayed updates with real time transactions, reduces drift, and gives you the proof you need to scale fulfillment without constantly second-guessing what the numbers say.
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