The machine is becoming a data platform.
Winter equipment is turning from purely mechanical machinery into connected and increasingly intelligent systems. We help manufacturers identify which of those technologies create measurable operational value, and which only create a new problem.
Telemetry and embedded systems
Sensors on the blade, models on the edge.
- Equipment telemetry
- What the machine reports, how often, and over which link.
- Embedded systems
- Controllers, buses and the electronics that survive a winter on a blade.
- Sensors
- What is worth measuring on a machine that is repeatedly hit, frozen and salted.
- Edge computing
- What must be decided on the machine, because the link will not be there.
- Computer vision
- Obstacle detection, edge wear, surface state.
- Predictive maintenance
- Turning wear signals into a service interval instead of a breakdown.
- Operator assistance
- Decision support for a driver working at night, alone, in a whiteout.
- Fleet intelligence
- What a fleet operator learns when every machine reports.
- Autonomous operations
- What is genuinely near, and what is still a demonstration.
- Manufacturer service agent
- Recognizes who is asking and answers only from the approved documentation, never by guessing.
Technology should solve an operational problem, not create a new one.
Most connected-equipment programs fail on the same point: the data arrives and nobody knows what decision it changes. We start from the decision and work back to the sensor, not the other way around.
We also build this kind of system for manufacturers, under the name Snow One Agent: a service agent for their own customers, not a chatbot. It recognizes who it is talking to as the conversation unfolds, without asking for a login first, and answers a technical question only from the approved documentation; once connected to the manufacturer's systems, from the manual that matches that machine's exact revision. When it cannot find a source, it says so and hands off. An order, a return or an account change always waits for the customer's explicit confirmation.
Confidentiality
Under NDA, always.
Manufacturers do not hand over their drawings, their costs and their failure data lightly. Every engagement starts with a mutual non-disclosure agreement, signed before the first technical conversation.
- Your data stays yours
- Drawings, CAD, bills of material, cost structures, test results and field data remain your property. We hold them for the engagement and return or destroy them at its end, on your instruction.
- No client is ever named
- We publish no case study, no logo and no reference without your written agreement. The work you commission does not become our marketing.
- No carry-over between clients
- We work for several manufacturers in the same industry. What we learn on one engagement never travels to another. Project teams are separated, and we decline work where that separation cannot be guaranteed.
- Anonymity does not expire
- The obligation outlives the engagement. A delivered project, a launched product or a change of supplier does not make your work ours to show. We keep no public client list, and this site names none.
S1 / 05 · Technology
Before the sensor, the question.
Tell us what you would do differently if you knew something you do not know today. That is where the instrumentation starts.