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Industry

Industrial & IoT. Know before it breaks, not after.

Plant equipment degrades long before it fails, and almost none of that is visible from a monthly inspection. We connect the equipment, keep the data, and turn it into an instruction someone can act on while the fix is still cheap.

Running in this sector
Optima Tower AI

Continuous thermal and water analytics for industrial cooling towers, with predictive maintenance guidance.

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Top challenges we see in industrial operations

Challenge 1

Equipment that fails without warning

Condition is checked on a schedule or when something sounds wrong. Between those points, nobody knows, and the first clear signal is usually the breakdown.

Challenge 2

Data trapped at the machine

Readings exist on a controller, a gauge or a handwritten sheet. Nothing aggregates them, so nothing can compare today with last month.

Challenge 3

Lab results that arrive too late

A sample goes off for testing and the answer comes back days later. The decision it was meant to inform has already been made, or missed.

Challenge 4

Waste that never appears on a report

Energy, water and chemicals are consumed above what the process needs. It shows up as a slightly higher bill, never as an incident anyone investigates.

Challenge 5

Alarms nobody can act on

A threshold is crossed and a light goes on. What to actually do about it lives in someone’s head, and that someone is on another shift.

Challenge 6

Retrofits treated as rebuilds

Plant equipment outlives the software around it. Anything new has to work with what is already installed rather than demanding it be replaced.

Where we help

SSoftware Development

Edge to dashboard

Acquisition on the equipment, a pipeline that survives a dropped connection, storage built for time-series, and an interface someone can read on a phone in a plant.

AAI Solutions

Prediction with an instruction

Models that flag a trend early, paired with the recommended action and the reading that triggered it. An alert that does not say what to do is just noise.

PApp Development

Built for the floor

Interfaces for people away from a desk, in gloves, on a phone, sometimes without signal. Readable at a glance and honest about when data last arrived.

What we have delivered

Optima Tower AIIndustrial IoT
<5s
from sensor reading to screen

Optima Tower AI: a watchdog-protected edge sensor on the tower, thermal and water chemistry held as time-series, and predictive guidance that names the action rather than only raising an alarm.

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Running a plant? Let’s talk.

Tell us what is degrading without anyone seeing it. We come back with a plan, a team, and a timeline.