End-to-end predictive intelligence platform
Predictive intelligence for critical infrastructure
Integrity Systems delivers end-to-end, AI-enabled predictive monitoring by combining sensor strategy, flexible data ingestion, and evidence-based intelligence into one platform.
We're not an AI company attempting monitoring. We're an instrumentation company that enables accurate AI.
Why predictive monitoring keeps failing
Incomplete data
Legacy systems were designed for 10-20kW racks and 5-15 minute polling intervals. They miss the transient events that precede real failures.
Fragmented context
Power, cooling, vibration, and operational data live in disconnected silos. No system maps the interdependencies between them.
Alert fatigue
40-60% false alarm rates have trained operators to ignore alerts entirely. Teams become reactive instead of predictive.
Deploy the right data foundation
Every environment is different. We start with a hardware and sensor gap analysis, then deploy the model that fits your operation.
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.
Custom, augmented, or existing — every path leads to the same unified intelligence platform.
How the platform works
From raw sensor data to actionable, auditable intelligence — in three stages.
Ingest and normalize
Protocol-agnostic telemetry ingestion from field gateways, OPC-UA, MQTT, REST APIs, Kafka, batch files, or streaming pipelines. No rip-and-replace.
Model relationships
Data is normalized into a hierarchical model of sites, systems, assets, and sensors. Interdependencies are mapped across power, cooling, vibration, and operations.
Decide with evidence
Every recommendation is backed by structured evidence packs, confidence scoring, provenance trails, and durable decision records. No black-box predictions.
Why Integrity
Intelligence you can audit. Decisions you can defend. Performance you can prove.
Instrumentation-first architecture
We start with the data problem, not the AI problem. Better models cannot fix incomplete or fragmented inputs. Integrity ensures the sensing foundation is right before applying intelligence.
Cross-system intelligence
The platform correlates across power, cooling, vibration, and operations — mapping how one failure mode in one system can cascade into events across others.
Evidence packs and provenance
Every alert and recommendation includes the raw data, analysis chain, and reasoning that produced it. Complete data lineage from sensor to insight.
Auditability and SLA defensibility
Mathematically grounded performance documentation. Prove compliance, defend against contractual disputes, and create durable decision records with full traceability.
Built for high-consequence operations
Wherever uptime matters and downtime is measured in millions, Integrity delivers.
Data Centers
Power, cooling, and mechanical system monitoring with cross-domain failure correlation and SLA defensibility.
Learn moreOil & Gas
Remote monitoring for rotating equipment, compressors, and distributed assets in harsh environments.
Learn moreEnergy Infrastructure
Grid infrastructure, generation assets, and distribution networks with real-time anomaly detection.
Defense / Edge Systems
Evidence-based decision intelligence for constrained connectivity and high-consequence edge environments.
Learn moreUp to 85%
False alarm reduction
3x earlier
Failure detection
<2 sec
Edge response time
60 days
Advance warning
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.
Book a technical deep-dive
Tell us about your operation and we'll show you how Integrity maps to your environment.
- Sensing and integration gap analysis
- Architecture fit and phased deployment roadmap
- ROI framing around your critical assets
Get in Touch
Our team will respond within one business day.