How it works
From telemetry to decision
Each stage keeps provenance intact — so every recommendation can be replayed, reviewed, and defended.
End-to-end predictive intelligence platform
Predictive intelligence for critical infrastructure
Sensor strategy, ingestion, and evidence-backed models in one stack — so operators see the full path from signal to defensible action.
Evidence-Based AI
Auditable decision records with full provenance
Real-Time Monitoring
Sub-second edge response, continuous analytics
Cross-System Insight
Hierarchical asset and system relationship modeling
Our approach
We're not an AI company attempting monitoring. We're an instrumentation company that enables accurate AI.
Custom sensor deployments
Purpose-built Integrity sensor stacks manufactured domestically. Designed for environments where existing infrastructure doesn't meet monitoring requirements for resolution, coverage, or reliability.
Augment existing infrastructure
Layer higher-resolution capabilities onto what you already have — 1kHz power monitoring, advanced mechanical sensing, and precision vibration analysis without replacing your current setup.
Pure software ingestion
Already have sensors in place? We ingest telemetry through whatever you use — field gateways, APIs, messaging buses, batch or streaming pipelines — and layer our intelligence platform on top.
Integrity platform
Close the gap. Deploy intelligence that holds up in production.
Relationship-aware models and operator-ready outputs — one pipeline shaped around how teams actually run incidents and handoffs.
Operations hub
Integrity monitoring workspace
Asset cluster
Time range
RAW
Ingestion01
Telemetry Ingestion
Protocol-agnostic data collection from any source, gateway, or interface.
NORM
Normalization02
Normalization & Enrichment
Raw signals are cleaned, timestamped, and enriched with operational context.
MODEL
Modeling03
Asset / System Modeling
Data mapped into hierarchical relationships between sites, systems, assets, and sensors.
EXEC
Execution04
Capability Execution
Analytics and ML models run against the normalized, relationship-aware data model.
EVID
Evidence05
Evidence Packs
Structured bundles of raw data, analysis chain, and reasoning behind each finding.
SUFF
Sufficiency06
Sufficiency Evaluation
Confidence scoring determines whether evidence meets the threshold for action.
DEC
Decision07
Decision Record
Durable, auditable record of what was found, what was recommended, and why.
CLOSE
Closure08
Outcome Closure
Operator action is tracked back to the decision record for continuous learning.
Key statsThe impact,
The impact,
quantified
Up to 85%
False alarm reduction
<2 sec
Edge response time
3x earlier
Failure detection
60 days
Advance warning
Data Centers
Power, cooling, and mechanical system monitoring with cross-domain failure correlation and SLA defensibility.
Where uptime is contractual and failure is measured in millions, Integrity is built to respond.
Learn moreDifferentiators
Why Integrity
Intelligence you can audit. Decisions you can defend. Performance you can prove.
Contact
Book a technical deep-dive
Tell us about your operation and we'll show you how Integrity maps to your environment.
Built to execute
Founding team with technical and commercial leadership
CEO and CTO operating as the core execution team across strategy, architecture, and deployment.
Senior advisors across critical sectors
Board and advisory leadership spanning energy, defense, aerospace, data center, and government ecosystems.
Specialized engineering core
Dedicated technical capability in energy systems, integration, and field-ready project execution.