Cycle time reduction
Motion profiles expose micro-stoppages, idle moves, and slow handoffs that quietly lower throughput.
Manufacturing robotics analytics
From welding to assembly, real-time intelligence for your factory floor
When every minute of downtime costs thousands, guesswork isn't an option. Kevin's Kinetics turns robot cell data into practical decisions for mid-sized plants.
+22%
potential OEE improvement
-15%
scrap reduction target
14 days
bearing wear warning
4 months
average payback period
Built for plant operations
Critical manufacturing use cases
The right signal appears beside the right decision. Plant teams can act on cell-level evidence without waiting for a monthly report.
Predictive maintenance
Trend vibration, motor current, and temperature before a welding cell turns an early warning into a missed shift.
Real-time quality intelligence
SPC rules and visual analytics flag process drift while parts are still on the line.
High-mix scheduling
Allocate jobs around robot availability, tooling status, and promised production windows.
Energy management
Track kWh per unit and set sleep-mode rules that reduce waste without slowing the next run.
Controller connectivity
Connect ABB IRC5, FANUC R-30iB, and KUKA KRC4 data to one operational view.
Quality in the moment
Real-time quality intelligence at your fingertips
See weld force distribution, defect concentration, and CpK movement in the same workspace. Alerts arrive when a process drifts out of control.
The platform connects with AOI and CMM records, then keeps the context attached to the robot cycle that produced the part.
Dashboards are preconfigured for ISO/TS 16949 quality metrics.
Weld cell 04
Live quality monitor · Shift B
Weld force distribution
2.83.2 kN3.6
CpK trend
06:0012:0018:00
Alert threshold checked against the last 500 cycles.
Failure prevention
Stop welding cell failures before they happen
Signals from weld torches, servo motors, and fixtures feed models that learn each cell's normal pattern. Customers avoid 70% of unplanned downtime with the predictive module.
Current
Signals collected
The system reads motor current, temperature, and vibration.
Anomaly detected
Pattern changes
A small deviation is compared with the cell's operating history.
Alert issued
The team knows
Maintenance receives a clear alert with the affected component.
Maintenance scheduled
The shift stays planned
Work is placed in a service window before failure interrupts production.
Plant benchmarks
Benchmarks from plants like yours
Each result comes from a different production constraint. Hover a card to see the operational detail.
Automotive stamping
-12%
die wear
Automotive stamping
Press-tonnage analytics identified stress patterns early and helped maintenance teams adjust service intervals.
Electronics assembly
99.5%
yield dashboard accuracy
Electronics assembly
Pick-and-place cycle records were joined with inspection results for a live view of first-pass yield.
Aerospace composites
8 min
saved per part
Aerospace composites
Robot path optimisation reduced non-value motion during composite lay-up while keeping inspection points intact.
Chemical filling lines
0.2%
weight variance
Chemical filling lines
Weight accuracy monitoring caught giveaway at the filler and gave operators a focused correction point.
Production teams speak
Manufacturing leaders speak
“Our weld defect rate dropped from 1,200 ppm to 250 ppm. The quality team can now trace the change to a specific cell and shift.”
“I can see the health of every robot bearing on my phone. That changed our maintenance meeting because we arrive with a plan.”
Show us a day's data. We'll show you the possibilities.
Share a representative data log through a secure upload link or during a scheduled call. You'll receive a personalised analysis report within 48 hours.
Practical answers
Manufacturing analytics FAQ
Plant data has to work within your existing controls, schedules, and security rules. Here is what operations leaders usually ask first.
Do you support older robot controllers without native Ethernet?
Yes. We assess the controller and available signals first, then use an approved gateway or edge connector where native Ethernet is unavailable.
How do you ensure data security on the factory floor?
The edge layer can remain inside your plant network, with role-based access and encrypted connections for approved services.
Can dashboards be displayed on factory floor monitors?
Yes. Views can be sized for shared monitors, supervisor stations, tablets, and mobile maintenance checks.
What is the typical integration time for a medium-sized plant?
A focused pilot usually takes four to eight weeks, depending on controller access, signal quality, and the number of cells included.
Do you provide on-site support during go-live?
Yes. Kevin's Kinetics can support commissioning on site in New York and coordinate remote coverage for plants nationwide.