See every minute your machines lose.

Linesense records every run, stop and count on every machine, old or new, and shows you live where each shift went. Install it yourself in an afternoon, or have us do it.

Estimate what it's worth to you
Demo line, simulated SHIFT TIME 08:40

Line OEE this shift: 0%. Each machine's stops are logged the moment they happen.

Bottles flow from the filler to the case packer.

When one machine stops, bottles queue behind it. You see which machine really held the line.

Your register says “other”. Linesense says why.

Downtime written by hand at the end of a shift hides where the time went. Linesense captures every stop as it happens. The operator only has to say why.

What most plants have today

Line 2, morning shift

Totals that don't add up, and nothing to act on.

The same shift in Linesense

Every stop captured, every minute explained

  • Changeover58 min
  • Bottle jam at infeed42 min
  • Waiting for material28 min
  • Power cut18 min
  • Stops under 2 min17 min
  • Label roll change11 min

Example data. Power cuts are tracked on their own, so nobody is blamed for them.

From the machine to the morning meeting

On any machine in a day or two. Nothing in the machine changes.

01

Connect

We read what the machine already knows: its controller or its stop light. A sensor goes only where one is needed. The Linesense edge device keeps recording through power and internet cuts.

02

See

Every machine live on a screen on the floor, on supervisors' phones and on the management dashboard, with OEE by machine, line, shift and product.

03

Act

Alerts when a machine stops too long, a report at every shift end, and a ranked list of the losses that cost you most.

Install it yourself in an afternoon

The starter kit arrives configured for your plant. No programming and no changes to the machine, wherever your factory is.

  1. Clip onMount the sensor where finished product passes. If the current clamp needs a panel opened, your electrician fits it in minutes.
  2. Power upPlug in the edge device. It connects over Ethernet or Wi-Fi.
  3. ScanScan the code on the device with your phone and name the machine.
  4. Watch it liveThe machine appears on your dashboard, and our engineer checks every count with you on a call.
What's in the kit

Numbers your plant manager will believe

If the numbers are wrong once, nobody looks again. So we prove them before we use them.

In the first weekChecked against your register daily

We compare our counts with your production records every day. If they don't match, fixing that comes before anything else.

Every figureTraceable to the stop behind it

Any OEE number opens down to the stops, counts and reasons that make it up.

During outagesNo lost readings

The edge device stores data through power and internet cuts and sends it when the link returns.

Fair to your teamsPower cuts counted separately

Power cuts and planned stops are kept apart from breakdowns, so the floor isn't blamed for the grid.

Two products, one login

Start with production. Add machine health when you're ready. Each machine's page shows both.

Linesense OEE

For production. Owners, plant heads, supervisors and operators see the same numbers.

  • Live status, counts and OEE for every machine
  • Stop reasons in two taps, in the operator's language
  • Changeovers, targets and energy per unit
  • Power BI, SAP and Active Directory on Enterprise
Explore Linesense OEE

Linesense Health

For maintenance. Know which machine is about to fail, before it stops the line.

  • Vibration and temperature on motors, pumps, fans and gearboxes
  • Alarms by the international ISO 20816 vibration zones
  • Spectrum analysis for bearing, imbalance and misalignment faults
  • Work orders, and maintenance notifications into SAP
Explore Linesense Health

Built for the lines you actually run

Every line loses time differently. This is what Linesense watches on yours.

Filling and packaging

Beverages, dairy, edible oil, lubricants and cosmetics.

  • Filler speed against its rated bottles per hour
  • Which machine starves or blocks the filler
  • Changeover and CIP time per product
  • Weight rejects and energy per case

Weaving and spinning

Air-jet and rapier looms, ring frames and winding.

  • Loom efficiency by shift and by weaver
  • Warp and weft stops, read from the loom's own lights
  • How long a stopped loom waits for attention
  • Compressor energy per meter of fabric
Food and snacksWrapper speed, changeovers, oven and fryer temperatures
PharmaBlister and cartoner OEE per batch, installed under your change control
PlasticsActual against standard cycle time for every mould
Printing and packagingMakeready time, waste and downtime per job
Cement and steelVibration and temperature on kilns, mills and fans
See what we measure in each industry

What are a few points of efficiency worth?

Put in your own numbers. It's an estimate to start the conversation; a pilot measures your real baseline.

Contribution margin gives a truer number than sales value.

Extra capacity per year 0 0 a month

An example estimate, not a promise. Gains depend on your machines and on acting on the data, which is why we prove it on one line first.

Keeps counting when the power or the internet goes

Real factories lose power and connection. Linesense is built for that, so the numbers stay complete.

Line 3, Tuesday10:00 to 12:00
Internet
Offline for 1 h 07 min
Stored at the plant
Every reading kept on the edge device
In Linesense
Backfilled at 11:36, nothing missing
Filler 2
Power cut before this, tagged automatically
10:0010:3011:0011:3012:00

Example timeline.

The operator's language

Operator screens in English and Urdu, and translated for new markets as we enter them.

Alerts where people already are

WhatsApp, SMS or email, with escalation when nobody responds.

Energy per unit

Electricity per carton, meter or kilo, and what idle machines burn.

Your data, where you want it

The same Linesense runs four ways. Choose the control your IT team needs.

Cloud

Ready in days. We run everything; you log in.

Most plants

Dedicated cloud

Your own isolated system in the region you choose, encrypted with a key in your own cloud account. Revoke it and even we can't read your data.

Groups with data policies

Your cloud account

Runs inside your AWS or Azure account. We operate it; the data never leaves.

Enterprises on AWS or Azure

In your plant

Runs on a server inside your factory, with or without internet.

Regulated and security-first sites

For your IT team

What your security review will ask, answered up front.

Security and integration details
Sign-in
Microsoft Entra ID or on-premises Active Directory, with SAML or OIDC single sign-on
Access
Roles per site and line, and a full audit trail of every change and manual entry
Machines
OPC-UA, Modbus TCP and RTU, Siemens S7 and EtherNet/IP, or sensors where there's no controller
Business systems
SAP S/4HANA and ECC, Power BI, a REST API and webhooks
Network
Encrypted, outbound-only connections from the plant. No inbound firewall rules
Your data
Buffered at the plant during outages, and exportable in full at any time

Start with one line

We install it, measure your baseline and prove the gain in your own numbers, against criteria we agree in writing first.

Week 0Survey

We walk the line and agree what success means.

Week 1Install

A day or two. No change to your machines.

Weeks 1–2Baseline

How the line really runs today.

Weeks 3–12Use and improve

Live screens, alerts and a weekly loss review with your team.

Week 13Report

Before and after, in money.

90-day pilot, 3 to 10 machines
from PKR 350,000
  • Hardware, installation and training included
  • The full fee is credited to your first year if you continue
  • Half on signing, half when the agreed criteria are met
Book a demo

Pilot price for plants in Pakistan. Elsewhere we quote per site.

Or install it yourself

A starter kit for 3 to 10 machines, configured before it ships. For plants anywhere.

  • Edge device, sensors, clamps and mounting in one box
  • Setup guided from your phone, about an hour per machine
  • A remote session with our engineer to check every count
  • Monthly subscription per machine, kit bought or rented
See the kit

Why we're building Linesense

I've spent years building OEE systems that run in factories. Linesense is what I'd build from scratch: honest numbers, easy to install, and supported by people who understand the floor.
Kabeer Jaffri, founder. Lead developer on production OEE systems running in factories, founder of the software studio The Other Dev, and a computer science student at IBA Karachi. You'd be among our first customers, which is exactly why the pilot is low-risk and gets our full attention.

Questions plant owners ask

Can we install it ourselves?

Yes. The starter kit arrives configured for your machines, setup is guided from a phone, and our engineer checks the counts with you on a call. Panel work, if any, should be done by your electrician.

Do you work with plants outside Pakistan?

Yes. Plants abroad start with the self-install kit and remote onboarding. Pricing and billing are quoted in your currency.

Our internet is unreliable. Will we lose data?

No. The edge device stores readings for hours or days and sends them when the connection returns. Linesense can also run on a server inside your plant.

Our machines are old and have no PLC.

That's the most common case. We use external sensors and the machine's own stop light. Nothing in the machine is modified.

Will you change our machines or affect the warranty?

No. We only read signals. On validated equipment, installation goes through your change control.

We already have SCADA or SAP.

Linesense reads from what you have and adds loss analysis on top. On Enterprise it sends production confirmations and maintenance notifications into SAP.

How much does it cost?

A monthly price per machine, plus hardware you buy or rent. We quote after we know your machines. In Pakistan, installed pilots start from PKR 350,000.

Book a demo

A 30-minute call, or an hour on your floor if you're nearby. We'll ask how you track production today and tell you honestly whether Linesense would pay for itself.

WhatsApp usEmail usBased in Karachi, Pakistan