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Manufacturing execution systems (MES) Running the shop floor, tracking every batch, shift and lot Every packet of biscuits carries a batch number and a date. If a fault is found, the maker can trace that packet back: which line made it, on which shift, and from which lot of flour. Keeping such records is one job of the software that runs the shop floor. The shop floor is the part of a factory where things are actually made. Traceability: from the batch number on a packet, the maker can find which line made it, on which shift, and from which lot of flour, because the shop-floor software keeps that record.Traceability: from the batch number on a packet, the maker can find which line made it, on which shift, and from which lot of flour, because the shop-floor software keeps that record.

Three levels of factory software. A factory runs on software at three levels:

The ERPat the top, decides what to make. It holds the customers' orders, the materials in stock and the accounts. (More on ERP in Market Segment 10.1, ERP and business accounting software, in Industry Vertical 10, ERP and business automation.) The shop-floor softwarein the middle, follows how the making is going. This Market Segment is about it. The control systemsat the bottom, run each machine second by second. (More on them in Market Segment 37.1, Industrial automation and control software.) The three levels of factory software: the ERP at the top decides what to make, shop-floor software in the middle, from companies such as CAI Software, Applix, Vegam Solutions and Unifize, follows how the making is going, and the control systems at the bottom run each machine, with an edge platform such as Litmus turning the machines' signals into data.The three levels of factory software: the ERP at the top decides what to make, shop-floor software in the middle, from companies such as CAI Software, Applix, Vegam Solutions and Unifize, follows how the making is going, and the control systems at the bottom run each machine, with an edge platform such as Litmus turning the machines' signals into data.

What shop-floor software does

Manufacturing execution system, or MESIt tracks every order through every machine. It tells workers what to make next, and records how many pieces were made and how many were rejected. It also keeps the record that lets a product be traced back, which the industry calls traceability. Machine monitoringIt shows whether each machine is running, idle or stopped, and why. Factories sum this up in one widely used measure, overall equipment effectiveness, or OEE. OEE shows how much good output a machine made, compared with what it could have made. Quality managementIt records every defect, its cause and the fix. Regulators and customers check these records when they audit a factory. The edge platformA factory has machines of many makers and ages, and each speaks its own language. An edge platform runs on computers inside the factory, close to the machines. It connects to all of them and turns their signals into data that other software can use.

Who buys. The large manufacturers often buy shop-floor software from the same groups that sell their ERP or their control systems. Much of the rest of the market is made of smaller companies. Many of them serve one industry, such as printing, packaging or food, and several are Indian.

Every company named here has posted software engineering jobs in India. Famous companies that don't actively hire software engineers in India are left out.

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  • Shop-floor software, quality and connecting the machines
Shop-floor software, quality and connecting the machines

Manufacturing execution and smart-factory software

CAI Softwarewith engineers in Bengaluru, sells manufacturing execution, machine monitoring and ERP to small and mid-sized manufacturers. It also sells a platform that guides workers through each step of a job. CAI Software has the most job postings in this Market Segment. Applixwith engineers in Chennai and Bengaluru, and Vegam Solutions, with engineers in Bengaluru, are both Indian. They sell smart-factory software, which tracks production, maintenance and quality.

Quality management

Unifizewith engineers in Bengaluru, sells quality management software. It keeps the record of every deviation and corrective action that regulators and customers audit. A deviation is anything that did not go to plan.

Connecting the machines

Litmuswith engineers in Pune, sells an edge platform. It connects to the machines and controllers of any maker, and turns their signals into usable data.

Software for one industry

Fierywith engineers in Bengaluru, makes the servers that drive digital printing presses. ePS (eProductivity Software)schedules and monitors printing plants. Amtech Softwarewith engineers in Bengaluru, sells ERP and shop-floor systems to packaging plants.

Windowmaker Software, in Kolkata, is another company in this area.

The factory's data made usable.

Factories produce vast amounts of data. It sits in machines of different makers and ages. Connecting it has been the long first step of every smart-factory project. Edge platforms and AI models together make this faster. The data is gathered, labelled and explained. A supervisor can then simply ask why a line slowed down.

That is shop-floor software: the layer between the ERP and the machines, which tracks each order, each machine and each defect. Much of it is sold by smaller companies that serve one industry, and several of them are Indian.
Who they hire

Who these companies hire, and for what, is on What manufacturing tech companies hire for.

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