How Procense is rethinking batch records for regulated process plants

We took a close look at Procense, the company digitizing batch records and quality operations for personal care and chemical manufacturers with plug-and-play sensors and cloud software built for 21 CFR Part 11 compliance. Inside: why their vertically integrated wedge is hard to copy, the mid-sized plant ICP they actually win, and why the ERP/MES category optimizes for the wrong number.

Walk the floor of a mid-sized cosmetics or specialty chemical plant and you will find something almost comedically out of date: people copying gauge readings onto paper by hand, then someone else transcribing that paper into a spreadsheet, then a QA lead chasing signatures across three buildings before a batch can ship. This is the status quo at exactly the kind of company that sells millions of units a year. The buyer's problem is not that they lack software; it is that the software built for them assumes they have an IT department, an eighteen-month implementation budget, and a tolerance for rip-and-replace. Most have none of the three. So they stay on paper, absorb the cycle-time drag, and sweat every FDA audit.

The wedge: hardware and software from the same company

What Procense does differently is refuse to split the stack. They ship plug-and-play IoT sensors, 4–20 mA, RTD, vibration, that retrofit onto existing tanks and lines, paired with a cloud platform whose digital batch forms and real-time monitoring were designed for process manufacturing from day one.

Why does that matter? Because the alternative is a systems integrator stitching together someone's sensors, someone else's data historian, and a retrofitted MES, then billing you for the privilege. When one company owns the sensor and the form and the compliance layer, a lot of integration pain simply never happens. Hence the number that anchors their whole pitch: go-live in under 15 days, which they claim is 50x faster deployment than conventional ERP/MES. No IT required.

Compliance is not a module bolted on later. The platform produces version-controlled, time-stamped records built to meet 21 CFR Part 11, GMP, and MoCRA requirements out of the box. For a Head of Quality at a personal care brand staring down MoCRA enforcement, that is not a feature. It is the whole decision.

The ICP they actually win

The clearest picture comes from their Dr. Squatch case study: a 338-employee personal care manufacturer making products in-house, previously running paper batch records, with Arvin Amiran, Head of Quality, as the internal champion. That profile is the target. Mid-sized regulated process manufacturers, roughly 100 to 1,000 employees, big enough that paper is genuinely costing them money, small enough that a full ERP/MES replacement would sink them.

The results there are specific and modest in the right way. Batch cycle times cut by 10%, thirty minutes saved per batch, 100% automated traceability, and what they report as zero manual data entry errors. Procense's homepage claims climb to 15%+ cycle time improvement. Either way, the value math is honest: this is not a transformation story, it is a "get the paper off the floor and stop transcription errors" story, which is precisely what this buyer can actually sign off on in a quarter.

Food and beverage and pharma-adjacent plants show up in their industry list too, but the wedge is personal care and specialty chemicals, where MoCRA has recently handed quality teams a compliance deadline they cannot ignore.

What the category still gets wrong

The ERP and MES incumbents optimize for configurability. Every plant is different, the thinking goes, so the platform must be endlessly customizable. The result is deployments measured in quarters or years, six or seven figures of services fees, and a product the operators on the floor quietly route around with paper anyway.

That is the wrong number. For a 300-person plant, the binding constraint is not configuration depth; it is whether a line operator with wet hands will actually use a tablet instead of a clipboard. Procense bets on operator adoption over configurability, and on retrofitting working equipment over replacing it. "Without ripping and replacing what already works" is their phrase, and it is a genuine strategic position, not marketing copy. The big platforms cannot easily copy it either, because it would mean eating their services revenue and admitting that most of their configurability was waste.

The contrarian read on the category: paperless manufacturing has been "the future" for twenty years, and the holdout was never technology. It was that nobody built for the plant that could not afford the transition.

The takeaway

If you sell into regulated manufacturing, watch what Procense is doing with vertical integration and deployment speed. The lesson generalizes: when a category's incumbents are paid by the hour, the challenger that gets paid by the outcome, and can prove go-live in fifteen days, changes the buyer's expectations for everyone. Operators watching this space should ask any vendor, including their current one, a single question: how long to first value on the plant floor, and who does the work? If the answer involves an integrator and a year, the ground has already shifted under you.