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AI that reads the human side of your line

Every machine on your line is logged.
Your people leave no record.

The Human Operation Platform (HOP) turns your best operators’ know-how into expertise your line keeps, even after they leave.

Book a Blueprint Session →
3 continents 10+ countries 50+ factories

Four questions your reports can’t answer

Why is Operator A 15% faster?

Why is Operator A 15% faster?

The best method on your line is invisible.

Your MES shows output per line, not per person. Operator A finishes every cycle faster, but nothing records what she does differently. Today the only way to find out is to stand behind her with a stopwatch, and even then the method leaves when she does.

The best method, made visible.

HOP times every work element, every cycle, on every station.

Why the dip at 2 pm, every day?

Why the dip at 2 pm, every day?

The report says “minor stoppages”.

Daily reports total the loss but never show the cause. Without seeing the station at 2 pm, you are left interviewing operators about last Tuesday. The dip survives every meeting called to fix it.

See the cause, not the report.

HOP flags the 2 pm dip as it happens, with station, timestamp and video.

How did the line leader fix the jam?

How did the line leader fix the jam?

The fix lives in one person’s hands.

The jam cost you an hour; the fix took two minutes. No system captured those two minutes, so the next shift meets the same jam and loses another hour to it.

The fix outlives the fixer.

HOP captures the two-minute fix into the standard for the next shift.

What sequence did the IE optimize?

What sequence did the IE optimize?

Improvements fade without a record.

The IE rebalanced the station last quarter. The paper SOP never caught up, operators drift back to the old sequence, and the gain quietly disappears from your numbers.

The gain stays in your numbers.

HOP flags drift from the optimized sequence the day it starts.

If nobody can answer these, your manual line is a black box. That is exactly where efficiency leaks, defects escape, and variance hides.

No stopwatch, no wearables, no MES rebuild — and it never forgets a fix.

CamerasOff-the-shelf 1080p, over your stations
On-prem AIRuns on your GPU, inside your network
Real-time flags & analyticsDeviations, cycle times, line balance
Remembers every fixEach solved bottleneck becomes the standard, so the know-how stays

Your video and your data never leave your network. HOP runs on your GPU, inside your factory.

What a record of your line looks like

Usable time-study data per month
Manual stopwatch study~15 min / month
HOP continuous capture24/7 · every station

A 24 to 48 hour manual study samples one station, twice a year. HOP times every work element on every station, every cycle, every shift, and keeps it. Sequence, timing, deviation: the record your line never had.

Prevent. Improve. Compound.

Prevent · Wk 1–8

Catch it before it ships

Missing steps, wrong sequence, and out-of-spec actions, flagged in real time before the deviation becomes a defect downstream.

Improve · Mo 3–9

Rebalance with live data

Continuous cycle time on every station, with no stopwatch and no sampling. Bottlenecks ranked, and line balance data always current instead of three days old.

Compound · Yr 1+

The standard that sticks

Your best operator’s method becomes the baseline: the standard every shift, every new hire, and every new site inherits.

What happens when a line turns HOP on

Global top-5 EMS · Vietnam plant
+5.2%UPH in 4 weeks

Replaced 24 to 48 hour stopwatch time studies, which yielded about 15 minutes of usable data a month, with continuous cycle-time capture on every station.

US-listed EV manufacturer
0warranty cases within 1 month

18 critical stations error-proofed with AI Poka-Yoke. Deviations caught at the station, in the act, instead of at final QA.

Power-adapter maker · SE Asia
4 wksto deploy 25 stations

New overseas line stuck at 78% of China HQ output closed the gap to near parity. The HQ standard travelled with the cameras.

90%+ of in-scope actions detected under defined SOW. Missed steps caught before they move downstream.

Start where it hurts. Grow when it works.

What you can doHOP CoreHOP Vision+ HOP Plusnew & beta add-on
Station setup, video capture & data integrations (IoT · MES · ERP)
Dashboards, alerts, traceability & OEE analysis
Root-cause & CI reports, digital work instructions
Cycle-time & time study, line balance & bottleneck ranking
AI Poka-Yoke & standard-work deviation detection
Operator & man-machine analysis
Model fine-tuning
Machine Doctor (guided troubleshooting & alert resolution) Beta
HOP AI Agent (continuous production improvement & chat assistant) Beta

HOP Vision includes everything in Core. + HOP Plus is an optional add-on of new and beta AI features. Stack it on Core or Vision. We’ll scope the right fit in your Blueprint Session.

Stop guessing what your line is doing.
See it.

Most lines lose hours to problems no one can see. In a 45-minute Blueprint Session we’ll show you what’s hiding on your floor, and the fastest path to fixing it.

45 minutes · your line’s data stays yours · no obligation