Manufacturing operations

The floor system your team actually trusts.

Downtime and OEE across every line, on an equipment model that changes as your floor does — and an AI that proposes a cause for each stop, which an operator confirms, corrects, or rejects. Never a black box.

Built on Onshore’s own data engine  /  isolated tenant per customer
Starting with SE‑Michigan Tier 1–3 suppliers  /  stamping, welding, assembly, paint

Downtime review — Plant 3 Live
Press Line 1
82.4%
A 91 · P 94 · Q 96
Weld Cell 3
61.0%
chronic: feed jams
To review
7
proposals pending
AI proposed — awaiting a human
“Coil stock jammed the feed rollers”
6m 12s · op #4471
MATERIAL_JAM · 95%
“operator stepped away, no cover on 2nd”
14m 03s · op #4471
NO_OPERATOR · 88%
“stopped again, not sure why this time”
3m 40s · op #4468
low confidence · needs a call
How it works

Log the stop. The AI proposes. A person decides.

Three steps, in order — because the order is the point. The model never gets the last word.

01 — capture

The operator logs the stop

A duration and a one-line note, from the HMI or a tablet at the line. No forms, no reason-code hunt at 2 a.m.

event opened  13:42:06
“coil stock jammed the feed rollers”
02 — propose

The AI reads the note

On close, it returns a reason code, a suggested root cause, and a confidence score — drawn only from your plant’s own code set.

MATERIAL_JAM  ·  95%
cause: worn straightener rolls
03 — confirm

A human closes it out

Confirm the call, edit to a corrected one, or reject it with a note. One click from the review queue.

confirmed by J. Ruiz  13:49
proposed = final
The AI

Human‑confirms‑first, on purpose.

A downtime model is only worth having if the floor believes it. So we keep both halves of every call — what the AI said, and what the human decided.

Over a shift, a quarter, a year: “how often is the model right, and where does it miss” stops being a vendor claim and becomes a number you can pull yourself.

EventWeld Cell 3 · 4m 40s
Note“wire birdnested at the liner”
AI proposedMATERIAL_JAM · 71%
Human decidedTOOLING_WEAR · edited
ByM. Okafor · 09:58
proposed ≠ final on this one — the disagreement is kept, and it trains the next review.
Pricing

One plant or fifty. Priced to how you run.

Every plan is the whole product — equipment model, downtime, OEE, and the confirm‑first AI. We size it to your floor on the call.

Starter
A single plant getting its downtime and OEE in order.
$249/mo · 14-day free trial
  • One production site, unlimited lines & machines
  • Downtime, changeover & OEE
  • Confirm‑first AI classification
  • Email support
Start free trial
Most common
Growth
Multi‑line operations and multi‑plant groups.
$1,200/mo · 14-day free trial
  • Up to 10 sites, cross‑site OEE rollups
  • Document capture & AI triage
  • Team roles & a full audit trail
  • Onboarding assistance
Start free trial
Enterprise
Tiered supplier networks and OEMs.
Let’s talk
  • Everything in Growth
  • Supplier‑network rollups
  • Isolated tenant per business unit
  • SSO, custom retention, named support
Contact sales
Book a demo

See it against your own floor.

Tell us a little about your operation and we’ll set up a walkthrough — about 30 minutes, with your equipment shape and a week of realistic data loaded.

We’ll only use this to get in touch about a demo.