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.
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.
| You control | Clarify 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.
| Feature | Build it yourself | Hire a consultancy | Buy a point solution | Clarify |
|---|---|---|---|---|
| Time to value | 9 to 18 months | A roadmap in weeks, a system in months | Fast to install, for one source at a time | 2 to 4 weeks |
| What you pay for | 2 to 4 engineers, indefinitely | Day rates, and the knowledge leaves with them | Per asset or per seat, stacking up across 100+ sources | The platform, and your team builds on top |
| Who owns the logic | You, 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 change | You build again | A new statement of work | You wait for their roadmap | You edit an expression |
| What compounds | Technical debt | Dependency | Another dashboard on the pile | Every Transformer makes the next one faster |

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.
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
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.

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