What Clarify does

Learn from the past and predict the future

Here's what that means for what you build, what you buy, what you get and what you own.

Book a demo
Talk to an engineer

Clarify makes data from the physical world available, understandable, and reliable for AI and agents.

Every machine, sensor, and site in your operation is talking. Most of what they say never becomes something a person or a model can use.

Clarify captures the signals, adds the context that gives them meaning, and keeps them flowing, so AI can understand your operation and your team can act faster with confidence.

the platform

The Clarify approach

Three steps, set up with your team on your site. Capture, transform, act.

Capture

Point Clarify at what's already running. Sensors, cameras, control systems, historians, drones. Over OPC UA, MQTT, Modbus, Sparkplug B, and REST, or straight through the Python and Go SDKs. The data you already pay to collect starts flowing.

Transform

Turn raw signals into named events. A pattern across temperature, oxygen, and feed tells you a pen is heading into a stress event. Your team writes that logic once, as a few readable expressions, the kind of thing that used to be 700 lines of Python.

Act

Send the event to the person or the agent that can act on it, in time to act. Alerts, dashboards, an API into your own systems. The signal reaches the shift lead before mortality spikes, not in a Monday report after it did.

BUILT TO EXTEND

Built to be built on. Yours to extend

Most platforms end at their own screen. Clarify sends your data onward — to your phone, to the tools you already use, and to whatever your team builds next.

Get notified where you work

Set the conditions that matter. Clarify tells you when they're met, on whatever device you're on.

Ask in plain language

Your data arrives with context attached, so any model or agent your team uses can answer questions about it

Power any AI and agent

Dashboards, work orders, internal tools, build them on Clarify with the tools your team already uses.

Stay in control

What you own, and what we run

You control

the data structures, how your operation is modelled. The transformations, the logic that turns signals into events. The integrations, what connects in and what fires out. Your data itself, exportable in full, whenever you want.

Clarify handles

ingestion from your sources. Uptime, scaling, and storage. The tools your team builds on. The boring parts that should just work.

If you left tomorrow, you'd take your data structures and your data with you.

What Clarify Handles
You controlClarify handles

The data structures, how your operation is modelled

Ingestion from your sources

The transformations, the logic that turns signals into events

Uptime, scaling and storage

The integrations, what connects in and what fires out

The tools your team builds on

Your data itself, exportable in full, whenever you want

The boring parts that should just work

The honest version of the lock-in question: if you left tomorrow, you'd take your data structures and your data with you. We'd rather earn the renewal than trap you into it.

Value creation

You have four ways to solve this

Most of the cost of industrial data isn't the first build. It's the second, third, and fourth, when the sensors change, the sites multiply, and the person who wrote the pipeline leaves.

Comparison
FeatureBuild it yourselfHire a consultancyBuy a point solutionClarify
Time to value9 to 18 monthsA roadmap in weeks, a system in monthsFast to install, for one source at a time2 to 4 weeks
What you pay for2 to 4 engineers, indefinitelyDay rates, and the knowledge leaves with themPer asset or per seat, stacking up across 100+ sourcesThe platform, and your team builds on top
Who owns the logicYou, and you maintain it forever A report, then a system you didn't build The vendor, and your data takes their shape You own the structures, transforms and integrations
When your needs changeYou build againA new statement of workYou wait for their roadmap You edit an expression
What compoundsTechnical debtDependencyAnother dashboard on the pile Every Transformer makes the next one faster
Two men in blue work coats and rubber boots stand on a yellow-railed platform above a large water tank, engaged in discussion with one holding a tablet, inside an industrial facility.

Get results faster with Clarify engineers on your team.

Start with our engineers by your side. We connect your systems, your data, and your AI, and we stay until the result shows.

Talk to an engineer

ENTERPRISE READY

Your IT team will like this part

API-first

The core data operations are API-first. If you can publish, query, or evaluate data in the interface, you can do it over the API.

Your data stays yours

Pull all of it out over the API into your own stack, Snowflake, Databricks, a warehouse, or flat files. Nothing is held in a proprietary format on the way out.

Security posture

Role-based access through groups and members, and an activity log of who did what. SSO and SAML, audit-log retention, data-residency options, and self-hosted or managed deployment.

Frequently asked questions

Fit

Clarify turns the raw data from your sensors and control systems into events your team can act on: a stress event in a fish tank, a drone in your airspace, a pipe that needs cleaning. We do it in three steps. First you take ownership of your data, then your experts build software robots that turn noise into signal, and our engineers work alongside you the whole way.

No. Dashboards show you the data; Clarify works on it before it gets there. We sit between the chaos of the physical world and the tools your people already use, and send them clean, meaningful data.

No. If you have Snowflake, you get better data in Snowflake. If you have Power BI, you get better data in Power BI. Clarify adds value to the stack you have already invested in; it does not compete with it.

A data lake is only as good as what flows into it. Fill it with raw, unformatted sensor data and you are no closer to solving your business problems. Clarify cleans the stream as the data flows, so what lands in your lake is something you can actually use.

Your AI will never be better than the data you feed it. Raw, millisecond-resolution sensor data means nothing to a language model; it has no understanding of your production. Clarify turns that data into events and metrics an AI can work with, so you can ask your phone which of your sites is performing worst and get a real answer.

A threshold is easy to set up, but it floods you with alerts. What is normal differs between sites and changes over time, so a fixed limit like 10 degrees gives you alarm fatigue instead of insight. Clarify lets your experts define what actually matters, site by site.

Building a dashboard is easy, and it can feel like progress. The hard part is turning high-volume, chaotic sensor data into reliable signals at scale, and keeping it running. That is a software product in itself. Unless you sell software, it is not where your team should spend its time.

Many of our customers tried that first. Large consultancies tell a good story, but they often come top down without understanding the industrial reality, and the projects stop without results. We have worked on factory floors since 2013, and we build on your data and your experts

No. The people who know your process best, such as your biologists, maintenance engineers or analysts, bring the domain knowledge. Our team brings cybernetics, data science and a decade of industrial experience. Together we build the robots that do the manual work for them.

Yes. We work alongside you, and we drive out to your sites. You talk to the people who build the product, not a call center somewhere else.

With one specific problem and your actual data. We find the smallest thing we can demonstrate that proves this is more than talk, for example detecting stress events in your tanks. Once that works, you can take on the next problem on the same foundation.

That is why we start small, with a pilot on your own data and a result you can measure. If it doesn't work for you, you keep your data and can take it elsewhere.

You do. Many vendors in this space have an unclear relationship with who owns the data and what they can do with it. With Clarify, you have full ownership and control, and you can export your data at any time.

New equipment is when good data matters most. Clarify helps you see whether the investment works as intended, improve how you run it, and document the results to your board and owners.

Our roots are in the ocean industries: aquaculture, shipping and maritime, and defence. Customers include Salmon Evolution, Eide Fjordbruk and IINO Lines. In defence and ocean robotics, we work with Maritime Robotics, Eelume, Biodrone and Blueye Robotics. The technology works anywhere you have sensor or time-series data.

Start today

See what's possible

Bring one site and one problem. We connect the data behind it and show you the fix in action.

Get started