Solution · Discrete & process manufacturing

Keep the line running.
That's the whole job.

AssetOS for manufacturing is built around the one KPI that pays the rent: OEE. Track downtime by cause and shift, catch PM slippage before it breaks the line, and give maintenance a tablet that works on Wi-Fi or not.

18.4%
Average OEE lift in first 6 months
N=42 customers · 2024
$2.1M
Avg annual savings from reduced downtime
Mid-size plant · >50 assets
92%
PM compliance rate at 12 months
Up from 61% baseline
11 days
Median time from kickoff to go-live
Single-site rollout
BAXTER & LYNNNordwerkIRONFORDHillcrest MillsPembroke Steel
Trusted by 240+ plants · from 8 to 2,400 assets

Three kinds of manufacturer,
three kinds of pain.

We've run this discovery across 240+ plants. The industry-level brochure doesn't fit any of them. These are the three shapes we actually see — find yours and we'll know what matters on day one.

01 · Discrete · high-mix

Short runs, frequent changeovers.

Your OEE killer is availability, not speed. Setup and changeover eat 22% of planned uptime. A maintenance miss compounds into a full shift lost.

  • Unplanned downtime on tooling changes
  • PM slipping when operators are firefighting
  • Parts kitting out-of-sync with the schedule
02 · Process · continuous

24/7 runs, the line never stops.

Downtime is catastrophic — a cold-start can lose 6 hours of throughput. Your KPI is availability to four decimal places and your engineers live on vibration data.

  • Condition-based PMs from sensor streams
  • Shift handover notes drifting across excel files
  • Root-cause analysis that actually ships learnings
03 · Regulated · FDA / ISO

Paper trail is half the job.

Calibration records, training signoffs, deviation reports. One missed cal and the batch is on hold. Auditors show up unannounced.

  • Calibration certificates with expiry tracking
  • Part 11–aligned audit trails and sign-offs
  • Deviation reports that link to the WO evidence

One screen for the whole shop floor.

The maintenance manager's wall display at Hillcrest Mills, as of 14:22 this afternoon. OEE, active WOs, and next PMs — across four lines, in one glance.

HILLCREST · PLANT 2 · SHIFT 2 · 14:22:08
Updated every 12s · press R for refresh
Line A · Extruder 1RUN
94.2
% OEE
Cycle
4,280 / 4,500
Next PM
in 42h
Line B · Filler 3SLOW
72.8
% OEE
Cycle
2,840 / 4,500
WO open
#4219
Line C · Packer 2DOWN
0.0
% OEE
Down since
13:54 (28m)
ETA
15:05
Line D · LabelerRUN
88.6
% OEE
Cycle
3,980 / 4,500
Next PM
Thu 09:00
Ticker ·Line C packer 2 · bearing temp alarm at 13:54 · WO #4219 paged · Priya assigned · ETA 15:05Open WO →
OEE · built in, not bolted on

OEE you can trust because the data's clean.

Most CMMS report OEE from the MES and hope nobody checks. We compute it from WO states, sensor streams, and your production schedule — so availability, performance, and quality all reconcile to the same ground truth.

Plant OEE · last 7 days
78.3%
+4.2pp vs. last quarter
Availability
89.4%
Performance
93.1%
Quality
94.0%

Ready for the auditors when they show up.

Every record is timestamped, signed, and exportable. Our regulated-industry customers use AssetOS as their system of record for inspections, calibrations, and deviations — not a sidecar to the real one.

21 CFR Part 11

FDA audit controls

User-attributed sign-offs, complete audit trail, dual-approval for deletions.

ISO 55001

Asset management

Full lifecycle record, cost-to-replace forecasting, risk register.

ISO 9001:2015

Quality management

Non-conformance, CAPA, and corrective action workflow built in.

IATF 16949

Automotive QMS

PPAP-friendly change control, calibration and gauge R&R.

OSHA 1910.147

LOTO procedures

Lockout/Tagout checklists attached to every WO, signed in-app.

HACCP

Food & beverage

Critical control point monitoring, deviation auto-flagging.

GAMP 5

Validated systems

IQ / OQ / PQ documentation package, IQ tests pre-written.

SOC 2 Type II

Data controls

AssetOS itself is audited annually. Reports free to customers.

Let's put a number on your downtime.

45-minute working session with a plant engineer on our team. Bring your last month of downtime records — we'll tell you honestly where AssetOS saves you money and where it won't.

Book the downtime review →

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