Keep Warehouse Inventory Accuracy at 99%+ and the Floor Productive
Warehouse operations support is the managed, day-to-day execution of core warehouse tasks, inventory control, cycle counting, master data, and reporting, run by domain experts with AI agents under human supervision to keep inventory accurate and the floor productive.
Inaccurate inventory drives stockouts, overstock, and mis-picks that erode fill rate and OTIF. InfoSun runs warehouse operations support as managed operations: experts govern the process and AI agents flag and reconcile exceptions under supervision, so you reach and hold 99%+ warehouse inventory accuracy. You own the capability and the results, not a rented desk.
What we run in Warehouse Operations Support
Services in Warehouse Operations Support
Each service runs on the same human-governed, AI-native operating model. Explore any one for what it covers, the outcomes it drives, and how it is delivered.
What the work delivers
Reach and hold accuracy that protects fill rate and OTIF through perpetual inventory and cycle counting.
Lift picks per hour and throughput with labor and productivity analytics on the warehouse floor.
Catch discrepancies daily so working capital is not tied up in the wrong stock.
Clean SKU and bin data so picking, shipping, and reporting run right the first time.
Typical ranges across supply chain, logistics, and enterprise engagements, baselined against your current numbers at the start.
One operating model, from first workflow to full scale
Choose the processes together, and analyze them first
Stand up the team, governance, and KPIs
Where supervised AI suits the work, and where it does not
Agents draft and perform; your people approve
Tune against live KPIs with your team
Runs on Manhattan, SAP EWM, and Blue Yonder, plus your TMS and ERP. No rip-and-replace.
Build alone, contract it out, or run it with InfoSun
| Build in-house alone | Contract it out | Run it with InfoSun | |
|---|---|---|---|
| Speed to value | Slow ramp: hire, tool, and train first | Fast start | Fast start, on the systems you already run |
| Who owns the capability | You, eventually | The vendor | You: playbooks, models, and process transfer to you |
| Process knowledge and data | Stays in-house | Accumulates with the vendor | Stays in your systems and your data |
| AI in the operation | You build it yourself | On the vendor's roadmap | AI-native from day one, human-supervised |
| Measured on | Effort and milestones | Activity and SLAs | Outcomes against your baseline |
US business logistics costs reached $2.4 trillion, 8.7% of GDP, and rising operating costs are the top concern for 72% of 3PL providers.
CSCMP State of Logistics, 2024; industry surveys cited in InfoSun's 3PL market analysis. Market context, not InfoSun results.
You see the number on your own systems
No logos to borrow, no invented results. We prove value the only way that counts: on your baseline, on your dashboards.
- 1Baseline your numbers
We measure your current cost, accuracy, and service together at the start, so every target is grounded in your reality.
- 2Agree the target first
We set the outcome numbers with you before work starts. No moving goalposts.
- 3Run it on one site
We prove the model on a single workflow or site before scaling, so risk stays small.
- 4Report on your dashboards
You see the movement on your own metrics, monthly, not on ours.
We run on the WMS, TMS, and ERP you already own.
AI agents propose, your experts approve. Never a black box.
Get the baseline and business case before you commit.
Measured on cost, accuracy, and decision speed, on your P&L.
Frequently asked questions
What is inventory accuracy and how is it calculated?+
Inventory accuracy measures how closely recorded stock matches what is physically on the shelf. It is calculated by dividing the number of accurate SKU or bin locations by the total counted, then multiplying by 100. A location counts as accurate only when quantity, item, and location all match the system record. Most 3PL and distribution operations target 99%+ inventory accuracy.
How do you improve warehouse inventory accuracy?+
You improve inventory accuracy with a disciplined cycle counting program, clean SKU and bin master data, and tight WMS transaction controls so discrepancies are caught daily instead of at year-end physical count. InfoSun runs this as managed operations: experts govern the process while AI agents flag exceptions and reconcile counts under supervision. Operations typically move to and hold 99%+ accuracy.
What is a good inventory accuracy percentage?+
For warehouse and distribution operations, 99% or higher is the accepted benchmark, and high-throughput fulfillment centers push toward 99.5%+. Below 95%, stockouts, overstock, and mis-picks rise sharply and erode fill rate and OTIF. The goal is not a one-time count but sustained accuracy through perpetual inventory and continuous cycle counting.
How does a WMS improve inventory accuracy?+
A warehouse management system enforces perpetual inventory by recording every receipt, put-away, move, pick, and adjustment in real time, so stock records update as work happens. Barcode and RFID scanning removes manual entry error, and system-directed cycle counting catches discrepancies before they compound. InfoSun configures and runs WMS inventory processes so the system's accuracy potential is realized on the floor.
What is master data management in supply chain?+
Master data management in supply chain is the discipline of keeping core reference data, such as SKU, item, bin location, and unit-of-measure records, accurate, complete, and consistent across systems. Clean master data is the foundation of inventory accuracy, correct picking, and reliable reporting. Errors in master data cascade into stock discrepancies, failed shipments, and bad KPIs.
What KPIs measure warehouse productivity?+
Core warehouse productivity metrics include picks per labor hour, units processed per hour, order cycle time, dock-to-stock time, and inventory accuracy. Fill rate, order accuracy, and space utilization round out the operational picture. InfoSun tracks these on live warehouse KPI dashboards so leaders can act on exceptions instead of waiting for month-end reports.
Written and reviewed by the InfoSun operations team. Last updated July 14, 2026.
Why rent capacity when you can own your capability?
In a 30-minute assessment we map one high-cost workflow against your baseline and show the path to it.
30 minutes. Scoped to your operation. No obligation.