Smart warehouse / Articles
Smart warehouse, explained with numbers.
Practical guides on movement, storage, and data — ASRS, AMR fleets, and barcode traceability from CODETRACE engineers in Selangor. Where the hours and floor space actually go, and the trade-offs vendors don't put in brochures.
All articles
What Makes a Warehouse Smart: Movement, Storage, Data
Three layers run on automation instead of people and paper. What each layer removes, why the integration is the smart part, and which one to build first.
02MovementAMR vs AGV vs Conveyor: Fixed Path or Free Navigation
The whole choice comes down to one question: does your route change. Conveyor, AGV, and AMR side by side, the obstacle test, and the cost that isn't the purchase price.
03StorageOut of Warehouse Space? You Are Probably Out of Floor, Not Volume
Most pallet-racked warehouses fill only a quarter of their cubic volume. How to reclaim capacity by going vertical with the height you already pay for.
04Inventory dataYour Stock Count Is Wrong. Here Is Why, and How to Fix It
The system says forty, the shelf says thirty-two. Where manual counts drift, and how barcode and RFID capture keep inventory live and accurate item by item.
05StorageASRS Types Compared: Stacker Crane vs Four-Way Shuttle vs Tote vs SLR
Four systems, four different constraints. Which one your building height, lane depth and SKU mix actually point at, and why most floors end up with two of the four.
06PickingGoods-to-Person vs Person-to-Goods: The Picking Model That Fits Your SKUs
One measurement decides this: how much of a shift is travel. Pick rates on both sides, the tote handover that sets real throughput, and when the trolley is still right.
07Decision guideHow to Choose Between AMR and ASRS (or Both) for Your Floor
Storage or transport, density need against flexibility need. A six-step framework, how to sequence both, and the case for buying neither yet.
08Inventory dataRFID vs Barcode for Inventory Tracking: Read Rates, Cost and When RFID Pays
Real read rates, tag economics and the volume where RFID turns profitable. Plus where barcode still wins, and how direct part marking survives the process.
09SoftwareWMS vs WCS vs WES: Which Software Layer Actually Runs the Floor
Three layers, three jobs, and one seam where projects fail. What each one decides, which is genuinely optional, and the eight interface questions to ask before signing.
10CostWhat an ASRS Costs in Malaysia, and How Vertical Density Pays It Back
Indicative cost bands by system type, what sits inside the number, and the arithmetic that turns reclaimed floor space into ringgit at Klang Valley lease rates.
11MovementAMR Fleet Sizing: How Many Robots Your Throughput Actually Needs
Four numbers and one division get you to the right order of magnitude. Cycle time, peak-hour moves, the utilisation factor, and the congestion that breaks the arithmetic.
12PickingThe ROI of Goods-to-Person Picking: Pick Rate, Travel Time and Labour
Turning the pickers-walking problem into a payback. Pick-rate uplift, a worked ringgit model, and why space and accuracy carry the case in Malaysia rather than headcount.
13MovementSLAM Navigation Explained: How an AMR Maps and Drives Your Floor
Laser and QR SLAM demystified. Why nothing goes into your slab, where each method fits, and the floor conditions that decide whether it works at all.
14StorageHow High Can You Go? Racking Height, Building Envelope and ASRS Design
Five constraints set your vertical density: clear height, fire clearance, tier arithmetic, handling reach, and the grid and slab underneath. Where each one caps the next.
Have a warehouse problem these don't cover?
Tell us the constraint — the space you're out of, the stock count that never matches, the pickers walking kilometres a shift. Our engineers will tell you honestly which layer to automate first.
Talk to our engineers