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Engineering · LoomOS

The operating system for manufacturing. Connects your machines. Runs your plant. Learns from every shift.

LoomOS connects any machine in minutes, learns each machine's normal, catches defects on camera and runs operations end to end, on your own server.

Plant 2 · Line overview · Shift B · on-premiseLIVE
OEE84.0%
UPTIME96.0%
UNITS / HR412
  • CNC-07vib 4.2 mm/s● Watch
  • Robot cell 238s cycle● Running
  • Press line 196 strokes/min● Running
  • Paint boothchangeover● Idle

CNC-07 vibration is 18% above its 7-day baseline. Maintenance work order raised.

LoomOS product videoSet NEXT_PUBLIC_LOOMOS_VIDEO_URL to stream it from your server
The problem

Your machines already report everything. Nobody is listening.

Every machine on your floor produces speed, temperature, vibration, current draw and counts, every second of every shift. Almost none of it is captured. What gets recorded is what someone writes on a batch card and types into Excel two days later.

ERP / SAPKNOWS WHAT TO MAKE

Orders, BOMs, inventory. Clean, structured, board-level visibility.

The GapWHERE PRODUCTION ACTUALLY RUNS

Paper batch cards, WhatsApp groups, Excel trackers. Dozens of people walking the floor. Guesswork.

PLCs / MachinesKNOW HOW TO RUN

Speeds, temperature, vibration, counts. Generated every second, seen by no one.

US$0.5–2M+
Typical cost of a traditional MES per plant
12–24 months
To deploy, mostly consultants writing custom code
80% services
Legacy MES is a project you commission, not a product you buy
Our thesis

MES was built to record. LoomOS is built to learn.

Every MES stores what happened. LoomOS understands what is happening, because it was built on data and AI from day one.

LoomOS · one server, one data model
04IntelligencePredict, inspect, act, answer, simulate
03CommercialCatalogue, materials, inventory, orders, dispatch
02ExecuteShops, shifts, work orders, recipes, OEE, maintenance
01ConnectPLCs, CNCs, cameras, gauges, sensors, SCADA
4MRolesAudit

Machines at the bottom, sales order at the top. Traceability, roles and audit run through all four.

Traditional MES
  • A database with workflows, every rule hand-coded by consultants
  • AI features bolted on later, sold as separate modules
  • Tells you yesterday's OEE in a report nobody reads
  • Every new plant is a new services project
LoomOS, native to data and AI
  • Learns each machine's normal: 7 days of telemetry becomes a live baseline that flags bearing wear before it becomes downtime.
  • Judges every unit, not a sample: Your own images train the inspection model, fused with live sensor readings.
  • Answers in plain language: Ask why Line 2 quality dropped at 3pm, against live plant data.
  • Compounds: Every shift of data makes the models better, and the moat deeper.
Runs through all four

4M traceability

Man, machine, material, method

Runs through all four

Roles and access

Everyone logs in as themselves

Runs through all four

Audit trail

Every change, who and when

What is inside

Five studios. Five questions.

Each studio answers a question somebody in the plant already asks every day. All five run on the same server, on the same data, with no separate integration and no second vendor.

MACHINE HEALTH STUDIO

What is about to fail?

Health models for VMC, HMC, turning, grinding, presses, moulding, welding robots, compressors and furnaces. Baselines per recipe, drift flagged before failure.

  • Ships knowing, then learns yours

Is this part good?

Camera images, IMTE gauge readings and live process data fuse into one decision, with a confidence score and which of the three drove the call.

What should happen now?

Raises the maintenance work order, escalates when quality drops, notifies the right person. The operator decides, and every decision is logged.

Why did that happen?

Ask the plant a question in plain language across telemetry, orders, quality and traceability. Point it at your CCTV and ask about video the same way.

What if we changed it?

Built from your routings, cycle times and changeovers. Add a machine or a shift, resequence, change batch size. Throughput, utilisation, bottleneck and WIP come back.

The foundation

All five studios run on the same server as the rest of the platform. Models train per machine and per recipe, and inspection can start from twenty good-part photos, so nothing waits on a dataset you do not have.

Compounding

Quality decisions fuse camera, measurement and sensor evidence, and report which of the three drove the call. Start with visibility, turn on the rest at your pace, nothing gets re-implemented later.

The product

One system, from the machine to the sales order.

Four layers, stacked from the machine upward. Pick the protocol from the connector catalogue, point it at the machine, map the tags in the interface. Read-only until you decide otherwise.

“Five studios, one data, on when ready.”

Predict, inspect, act, answer, simulate

  • Predict, inspect, act, answer, simulate — one server
  • 4M traceability, forward and backward
  • PPE and zone watch on existing cameras
  • Smart glasses worker, Hindi or English

“A commercial layer, if you lack one.”

Catalogue, materials, inventory, orders, dispatch

“Runs the shift, however you run it.”

Shops, shifts, work orders, recipes, OEE, maintenance

“Old machines and new. No SOW.”

PLCs, CNCs, cameras, gauges, sensors, SCADA

Proof, not promises

We don't demo slides. We carry a working factory into the room.

Plant-in-a-Box: a live motor with sensors, a conveyor with a camera, and the full LoomOS stack. End to end, in 25 minutes.

  1. 01

    An order arrives

    A work order is created. The motor starts at recipe speed. Nobody typed anything.

  2. 02

    The plant goes live

    Telemetry streams every second. OEE calculates in front of you.

  3. 03

    Trouble, caught twice

    The camera catches a marked defect. Coins taped to the shaft trigger a bearing-imbalance alert within thirty seconds.

  4. 04

    The plant explains itself

    Ask what happened. The order completes and the batch record writes itself.

FAQ

LoomOS, answered.

LoomOS is the operating system for manufacturing. It connects any machine in minutes, learns each machine’s normal, catches defects on camera and runs plant operations end to end, on your own server.

First principles thinking for manufacturing. Finally.

Connect any machine in minutes.

Learn each machine's normal. Catch defects on camera. Run operations end-to-end, on your own server, on your terms.

Talk To Us →We will get back to you within 24 hours.
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