Ask Why, Not Just What.
A dashboard tells you one breaker is at 82% and another at 90%. SolidAI helps explain the figures, compare the operating context and identify what deserves attention before the next shift.
Mushrooming risk
Suggested follow-up: review the repeated long-burst pattern with the assigned operator and inspect the tool where appropriate. The telemetry indicates increased mushrooming risk; it is not a physical diagnosis of the breaker.
From telemetry to action
Raw Telemetry
Reported location and three-axis motion from the Field Unit mounted on the equipment. Nothing is wired into the machine, so an attachment with no electrical supply can build its own telemetry record.
SolidAI Logic
Telemetry becomes operational context: recorded activity separated from inactive periods, impact bursts classified by duration and blank-firing patterns reported as a telemetry-derived indicator.
Actionable Intel
A health score with a letter grade, a summary in plain language, and what to do about it before the next shift starts.
A burst of motion is not an answer.
The Field Unit reports motion and location telemetry. SolidAI turns the resulting operational record into an answer a foreman can review without first learning to read every chart.
Raw telemetry
ACC x 0.42 y 1.19 z 0.08 g BURST 47 s BURST 52 s GPS 39.406, 28.194
SolidAI intelligence
Interpretation:
Fourth burst over 40 seconds this shift on Breaker #1 (HB2000). The pattern indicates rising mushrooming risk, and the tool is 60 recorded hours from its configured service. Review the pattern with the assigned shift and inspect before changing the service plan.
From many signals to one picture
Hours, impact quality, alerts and service history for one asset get read together, because none of them means much alone. What comes back is what needs a decision today.
Grounded in the job
Equipment, sites and shifts do not always produce the same operating patterns. SolidAI keeps the available SolidTrack context beside the figures instead of reducing every comparison to one fleet-wide average.
Nobody is short of data. They are short of time to read it.
Useful operating signals are often already on a screen. What is missing is the time to read them together and decide which ones deserve attention.
The alert fatigue problem
A system that fires all day gets muted. SolidAI helps summarize the patterns that deserve review instead of asking a supervisor to read every telemetry point.
The expertise gap
Reading impact distributions is a skill, and most operations do not have somebody whose job it is. The answer comes back in the language a foreman already uses: which tool, what is happening to it, and what to do this week.
Fourteen Assets. Two Are Worth Your Morning.
Interpret
The same number can mean different things across equipment, sites and periods. SolidAI interprets it alongside the available operating record rather than presenting it in isolation.
Prioritize
Fourteen assets, and two show patterns worth reviewing this morning. The rest stay in the record without being dressed up as urgent.
Recommend
Move from a pattern to a practical follow-up: review the service timing, inspect the retaining pins or discuss the figures with the assigned shift.
Summarize
A health score with a letter grade, an executive summary and a risk analysis for one asset and one period, written out in sentences you can forward without editing.
Ask it the way you would ask a foreman.
Ask SolidAI Assistant an operational question in the words you would use out loud. The answer comes back in plain language with the SolidTrack figures behind it.
- Which breakers are approaching a configured service requirement based on recorded activity?
- Which machines at West Quarry spent more of last week idle than working?
- What differs in the impact patterns of these two hammers?
Compare the hammer that fired forty hours with the one that fired four before planning the next workshop visit.
Whether the fifth machine is needed, or four are being used badly.
What the hire did, against what the invoice says it did.
A machine quietly earning nothing for three weeks, found before the quarter ends.
Four people, four questions, one record.
The workshop, the yard, the sales desk and the board ask different questions about the same equipment. SolidAI Assistant answers operational questions in plain language. SolidAI Hub compares equipment, assigned operators, sites and shifts, then carries those comparisons into company-level reporting.
Fleet Managers
Which machines are earning their keep, which are not, and whether the answer is a scheduling problem or a machine problem.
Service Teams
Which tools show patterns worth workshop review, with activity, alerts and service history available as context.
Rental Ops
What the hire actually did, in a form you can put in front of a customer without it reading as an accusation.
Executives
Whether you need another machine or better use of the ones you own, answered from the same record everyone else is working from.
Operational intelligence, not generic AI output.
Built for equipment operations
Built around impact patterns, duty cycles, equipment operations and workshop workflows, not office-style prompts.
Grounded in your data
Answers are grounded in SolidTrack telemetry and operational records, so teams can review the figures behind them.
Purpose-engineered for uptime, utilization, and rental review.
Outcomes
Earlier intervention
A rising share of long firing bursts can indicate increased mushrooming risk and prompt an inspection before the next planned service.
Nobody exports anything
The reading is done for you. A supervisor who used to build a spreadsheet on a Monday gets the answer written out instead.
A conversation with evidence in it
Use the same timestamped figures when reviewing equipment with an assigned operator, a customer or an internal team.
SolidTrack shows the operation.
SolidAI helps direct it.
See how existing telemetry can surface clearer priorities for your teams. We will walk through your workflows and data sources on a short call.