Case Studies
Specific problems, what we changed, and the numbers afterward — including what we got wrong the first time. Customers are anonymized under NDA; named references are available on request.
UAE 3PL Automates 12,000-Pallet Warehouse, 2.1x Throughput
AS/RS for pallets, AMRs for cases: the hybrid design, the SAP integration reality, and where the 2.8-year ROI actually came from.
Read the project
Penang EMS Startup Hits 92% First-Pass Yield in Month One
Greenfield SMT is mostly won before the machines arrive: line balance, closed loops and operator training explain the 92% month-one FPY.
Read the project
Indonesian Pharma Passes BPOM with 12,000 Vials/h Eye Drop Line
RABS filling monoblock, 100% gravimetric verification and a validation file built during manufacturing - what made the BPOM inspection uneventful.
Read the project
Malaysian Honey Brand Scales 8x with Servo Filling Line
From 800 to 6,000 jars/hour: line design decisions, the giveaway math that funded the project, and commissioning lessons.
Read the projectA Warehouse AGV Project That Worked Because We Started Small
A 3PL near Manila wanted to automate the whole warehouse in one step. We talked them into a 4-vehicle pilot on one loop first. It exposed two assumptions that would have sunk a full rollout.
Read the projectFixing Short Shelf Life on Fresh-Cut Produce — A MAP Gas Recipe Problem, Not a Machine Problem
A fresh-cut vegetable packer in southern Vietnam was seeing spoilage days before the printed date. The tray sealer was fine. The gas recipe was sealing the produce anaerobic, and the residual oxygen was never verified.
Read the project
Cutting CNC Scrap by Managing Tool Life Instead of Chasing It
A precision machining shop in Malaysia scrapped parts every time a tool wore mid-batch. The fix was not a better insert — it was measuring tool life and changing on a schedule before the drift, not after the scrap.
Read the project
A Palletizing Cell That Could Not Keep Up — and Why the Robot Was Not the Problem
A snack producer near Bangkok blamed a slow palletizing robot for a line bottleneck. The robot was idle 40% of the time. The real constraint was upstream accumulation and a pallet change with no buffer.
Read the projectBringing Down a Vision System's False-Reject Rate at an Electronics Assembler
A connector-assembly line was rejecting 1.4% of good parts. Operators had started bypassing the station. We fixed the lighting before touching the algorithm, and got false rejects under 0.3% without letting real defects through.
Read the projectCutting CNC Downtime at an Auto-Parts Plant in Indonesia by Fixing Spare-Parts Sourcing
The machines were fine. The problem was that a failed ballscrew took 5–6 weeks to arrive. We did not sell them new machines — we built a stocking list. Downtime from parts waiting dropped by roughly two-thirds.
Read the projectRetrofitting a Beverage Capping and Labeling Line in Northern Vietnam
A juice bottler was losing about 3% of output to loose caps and skewed labels. We changed two stations, not the whole line, and brought reject rate under 0.6% — here is what worked and what we got wrong first.
Read the project
Production Line Planning: Capacity Analysis and Layout Optimization
Production line planning is the core of turnkey solutions. How to scientifically analyze capacity requirements and optimize layout...
Read the project
Turnkey Project Management: Full Process Control from Contract to Acceptance
Turnkey projects are complex with high risks. How to ensure smooth delivery...
Read the projectHave a similar problem on your line?
Tell us about it →