See the linethe way your best operator does.
Drift watches every product, every machine, every second — at the speed of the floor. It catches the slips you can feel but can't quite name, and flags them before they become downtime.
Line · 06 · live
Count
4,131
Speed
58.4k/h
Position
1.4 mm
State
Running
What Drift catches
Six things your line tells you
before something breaks.
Line drift
Gradual deviation from cycle time, throughput, or position. Caught before the operator feels it.
Jam prediction
Early warning seconds before a stop — the cluster forming, the gap closing, the run going wrong.
Machine state
Running, idle, faulted, jammed, starved — read directly from the line, not the PLC tag.
Cascades
Bottles tipping, cans falling, stacks slipping. Movement that shouldn't be there, instantly flagged.
Misplacement
Trays out of orientation, products off-pitch, items where they shouldn't be — every cycle.
Timing slips
Cycle and dwell deviations measured in milliseconds. The slow leak that becomes lost output.
The new optical sensor
Sensors describe a point.
Drift watches the line.
What you'd build with a fleet of single-purpose hardware — count, speed, position, slip, presence, orientation. Defined in software, not bolted to the rail.
What you used to need
A fleet of single-purpose hardware.
Eight vendors. Eight wiring runs.
What you ship now
One camera. Programmable in software.
Software, not steel.
Why not rules?
Rules describe the line you had.
Drift learns the one you have.
Rule-based monitoring
The way it's been done.
- Hand-coded thresholds
- Brittle to product changes
- One-off scripts per machine
- Tuning takes weeks
- Misses what it wasn't told
Neo Drift
The way the line actually runs.
- Learned from your line
- Adapts to product variants
- One platform, every machine
- Trained in an afternoon
- Catches what rules can't
How it ships
Seven steps. One afternoon.
Connect machine
Plug into the line.
Place cameras
IP cameras, mounted by Trinity if needed.
Capture video
Live feeds streamed to the cloud lab.
Build template
No-code pipeline, drag-and-drop.
Train in cloud
Trained on your line, your variants.
Deploy to edge
One-click push, live on the line.
Prevent
Catch slips before they become downtime.
Closed loop
Grippers can't tell when they failed.
Drift can.
Drift sits over the cell, watches every grasp, and tells the robot before the next move. No new sensor, no extra wiring — just a second pair of eyes that doesn't blink.
Cell · 02 · gripper
In production
Numbers, not adjectives.
+1.5%
Yield uplift
On a high-speed packaging line
−36%
Reaction time & scrap
Vs. rule-based monitoring
< 1 day
Setup
From camera install to first signal
24/7
Coverage
Every cycle, every shift
"We replaced a brittle rules-based system with Drift. By week two we were finding line slips we never had a name for. By month three we were adding lines."
Where Drift runs
Built for the lines
that don't get to stop.
Beverage
High-speed bottle and can lines. Cascades, jams, fill checks at 60k+ bph.
Food
Tray packaging, cartoning, sealing. Orientation, count, and surface checks.
Metal forming
Press monitoring and bench setups. Cycle deviation, part presence, slip detection.
Personal care
Fillers, cappers, labelers. Closure integrity and label placement, every unit.
Packaging
Cartoners, palletizers, end-of-line. Stack stability, infeed health, throughput.
Specialty OEM
Custom machinery. Drift integrates with the cameras and PLCs already on the build.
Your line.
Smarter, by next week.
Show us a tough vision problem on your line. We'll show you what Neo does with it — often by next week.