How VeriOps Works
From data upload to defensible decision in five steps.
Upload Data
Upload vibration or process data from your equipment. Supported: CSV, WAV, NPY, MAT. Minimum: 30 minutes.
View data requirementsSelect Equipment Type
Choose from validated equipment types. Each has specific evidence contracts tailored to that equipment's physics.
Provide Baseline
Upload healthy reference data for comparison. No baseline = no decision (this is by design).
Get Decision
VeriOps analyzes your data against physics-based operators and returns a complete decision artifact.
Act or Wait
Each decision includes State (S0-S3), Confidence (HIGH/MED/LOW), Rationale, and Scope.
Every decision includes
State
S0–S3
Confidence
HIGH/MED/LOW
Rationale
Evidence basis
Scope
Limitations
Why Physics-Based Matters
VeriOps does not learn decisions from labels alone.
Each operator encodes a physical expectation:
- How vibration energy redistributes under wear
- How variance increases before irreversibility
- How process signals drift as stability is lost
This is why VeriOps can:
- • Transfer across assets
- • Refuse decisions when evidence is weak
- • Remain interpretable after the fact
Chat That Drives Decisions
Interrogate the decision logic directly.
You:
Why is this S1 and not S2?
VeriOps:
Two operators indicate degradation, but baseline variance remains within reversible bounds. Escalation would require sustained trend over 72h.
You:
What if I wait another week?
VeriOps:
Current trajectory suggests S1 is stable for 5-7 days. Waiting is defensible given current evidence.