Industrial Manufacturing
Less downtime, fewer defects, leaner inventory.
Maintenance, quality, procurement and parts data put to work on the plant floor — alongside your ERP and MES, never replacing them.
Solutions
Where we put AI to work
Intelligent procurement
Demand forecasting, price prediction, order optimisation and supplier ranking.
Quadratyx QIPP
Predictive maintenance & quality
Anticipate failures and quality drift from sensor and process data.
Accounts-payable automation
POs, invoices, payments and receivables kept in sync.
Cadel
AI applications
Ten AI applications for Industrial Manufacturing
Predictive maintenance
Flags rising failure risk on machines so maintenance is planned.
Data needed
Machine sensor data, maintenance history
Live demo available
Visual inspection and defect detection
Inspects parts from camera images and flags defects.
Data needed
Camera images, defect labels
OEE and downtime analytics
Breaks down availability, performance and quality losses by line and cause.
Data needed
MES/PLC data, downtime logs
Intelligent procurement
Demand and price forecasting, order optimisation and supplier ranking.
Data needed
ERP purchasing and consumption history
Quadratyx QIPP
Evidence: Procurement & demand forecasting →Similar-parts detection
Finds duplicate and similar part records across the item master.
Data needed
Item master, stock levels
Live demo available
MRO materials demand estimation
Estimates demand for maintenance, repair and operations materials.
Data needed
MRO consumption history, work orders
Production scheduling
Builds feasible schedules that respect capacity and due dates.
Data needed
Orders, routings, capacity
Energy-use optimisation
Finds where and when energy is wasted across equipment and shifts.
Data needed
Meter data, production data
Accounts-payable automation
Keeps POs, invoices and payments in sync and routes exceptions to staff.
Data needed
ERP purchasing and AP data, invoices
Cadel
Conversational access to ERP data
Ask questions of ERP data in plain language.
Data needed
ERP systems
Quadratyx AskQ
We have worked with pharmaceutical, automotive, food and industrial manufacturers.
AI Tools
Assess, try and explore the tools
01 · Quick assessment
Four questions. A score, three recommendations and matched evidence.
What do you make?
02 · Live demos
Try it on synthetic sample data
Demo on synthetic sample data, not client data
Equipment failure early warning
Sample vibration and temperature trends for 28 CNC spindles over 30 days, 6 of which went on to fail. A risk index (0–100) is computed from the rise in vibration and temperature. Move the threshold to trade failures caught against false alarms.
Failures caught
6 of 6
False alarms
0
Assets flagged
6
| Asset | Risk | Status |
|---|---|---|
| CNC-103 Spindle | 100 | Alarm |
| CNC-108 Spindle | 100 | Alarm |
| CNC-113 Spindle | 100 | Alarm |
| CNC-119 Spindle | 100 | Alarm |
| CNC-128 Spindle | 100 | Alarm |
| CNC-122 Spindle | 77 | Alarm |
| CNC-105 Spindle | 26 | Normal |
| CNC-109 Spindle | 23 | Normal |
| CNC-121 Spindle | 21 | Normal |
| CNC-107 Spindle | 20 | Normal |
| CNC-117 Spindle | 20 | Normal |
| CNC-112 Spindle | 15 | Normal |
| CNC-123 Spindle | 14 | Normal |
| CNC-124 Spindle | 14 | Normal |
| CNC-116 Spindle | 13 | Normal |
| CNC-118 Spindle | 13 | Normal |
| CNC-106 Spindle | 11 | Normal |
| CNC-101 Spindle | 10 | Normal |
| CNC-115 Spindle | 10 | Normal |
| CNC-110 Spindle | 9 | Normal |
| CNC-102 Spindle | 7 | Normal |
| CNC-111 Spindle | 6 | Normal |
| CNC-104 Spindle | 5 | Normal |
| CNC-126 Spindle | 4 | Normal |
| CNC-120 Spindle | 3 | Normal |
| CNC-114 Spindle | 0 | Normal |
| CNC-125 Spindle | 0 | Normal |
| CNC-127 Spindle | 0 | Normal |
CNC-103 · Spindle · risk 100
Vibration (mm/s), 30 days
Bearing temperature (°C), 30 days
Demo on synthetic sample data, not client data
Duplicate-parts finder
A sample of 16 MRO item records. Abbreviations are normalised and descriptions compared; likely duplicates are grouped with a similarity score. Stock value that could be released = value of the duplicate records beyond the one you keep.
Records checked
16
Duplicate groups
6
Stock value that could be released
USD 5,180
- MRO-20003 BEARING 6308-2Z DEEP GROOVEkeepUSD 1,020
- MRO-20001 BEARING,DEEP GROOVE,6308-2ZUSD 980
- MRO-20002 BRG DEEP GROOVE 6308 2ZUSD 910
- MRO-20010 CYLINDER,PNEUMATIC,50X100keepUSD 1,300
- MRO-20011 PNEUMATIC CYL 50 X 100USD 1,250
- MRO-20004 END MILL,CARBIDE,10MM,4FLkeepUSD 760
- MRO-20005 CARBIDE END MILL 10 MM 4 FLUSD 720
- MRO-20008 COOLANT,SEMI SYNTHETIC,20LkeepUSD 650
- MRO-20009 SEMI SYN COOLANT 20 LUSD 610
- MRO-20006 BELT,TIMING,HTD 8M,1200keepUSD 410
- MRO-20007 TIMING BELT HTD 8M 1200USD 390
- MRO-20012 SENSOR,PROXIMITY,M18,PNPkeepUSD 340
- MRO-20013 PROX SENSOR M18 PNPUSD 320
Try your own short list (max 50 rows)
One material per line, optionally followed by ; and stock value. Processed in your browser only — nothing is sent or stored.
Evidence
Related cases
NoteResults from deployments by GoGenesis and its platform partners. Outcomes vary by portfolio and operating environment; your results are set in the pilot.