Verified against 5 core industrial fault classes via proprietary hardware validation bench.
Deterministic analysis of baseline, trend, events, persistence, confidence, and hypothesis ranking.
Every cycle, event, and diagnostic finding is persisted with full metadata for industrial accountability.
Comparative_Analysis
Meaningless Scores
vs. Mechanical Truth
Unidentified deviation from baseline detected. Check asset for potential failure.
Generic threshold systems create alarm fatigue. They tell you something is wrong, but never WHAT or WHY. Your engineers are still left guessing.
> Confirmed mechanical drift. Thermal stress accelerating (2.3x). Recommend inspecting intake valve before next duty cycle.
Velqron identifies the root cause using physics-grounded synthesis. You get a defensible action plan, not a percentage score.
Proprietary_Synthesis
Multi-Agent
Verification.
Stress Acceleration Mapping
// ACCEL_MAPWe quantify exactly how hard your asset is being aged today compared to its design baseline. No absolute life predictions—just hard stress data.
Envelope Grounding
// BOUNDARY_CHKBehavior is compared against commissioned facts: rated limits, thermal boundaries, and service factors. Dirty baselines are rejected by default.
Immutable Audit Trail
// AUDIT_TRAILEvery non-normal event is linked to cycle statistics, fingerprint drift, and the specific evidence used to reach the diagnosis.
Mechanical_Grounding
No Black Boxes.
Just Physics.
Operating Envelope Mapping
Current and thermal limits are calculated against the specific commissioned profile of the asset. We map the "safe zone" based on hardware specs, not generic templates.
Proprietary Stress Acceleration
Instead of guessing "life remaining," we report the Stress Acceleration Factor. We show exactly how much faster your insulation is degrading compared to its design baseline.
Hypothesis Ranking
Our synthesis engine weights multiple failure modes—from piping blockages to bearing fatigue—against the observed evidence trail to provide a ranked root-cause analysis.
Hardware_Software_Stack
Clean Cycle Data
Raw telemetry is validated and summarized into discrete operating cycles before intelligence runs. The system focuses on mechanical events, not continuous noise.
Zero Cloud Dependency
Core diagnostics run on the local gateway. Critical decisions never leave your facility.
IP Protection
Encapsulated logic protects your operational secrets while delivering high-fidelity advice.
Asset Facts
Nameplate current, thermal limits, and service factor are enforced during every cycle analysis.
Evidence-Backed Audit
Every diagnosis is linked to the specific cycle statistics, baseline deviation, and agent findings that generated it.
Initialize Pilot.
Register for v1.0 deployment. We are selecting 5 SMB partners for zero-cost hardware installation and direct engineering support.