Data Anomaly Detection for Industrial Operations
Ensure your real-time operational decisions are built on high-quality, reliable data automatically. With Osprey, data issues are proactively checked, detected, and resolved before they impact operations.
Every day, 10-20% of your sensor tags deliver bad data, exposing your operations to:
Unplanned Downtime
Lost Production
Wrong Decisions
Ghosted KPIs
Regulatory Non-compliance
Safety Incidents
Hidden Failures
Unplanned Downtime
Lost Production
Wrong Decisions
Ghost KPIs
Regulatory Non-compliance
Safety Incidents
Hidden Failures
Data Confidence for Operations
Industrial environments can’t afford data failures. Osprey runs checks throughout the data lifecycle so you catch issues early, fix them fast, and keep operations running smoothly.
AI Anomaly Detection
Understands normal patterns in your industrial data and flags deviations that matter for your operations.
Custom Rules Engine
Extend monitoring with your own business logic and operational requirements beyond standard checks.
Full Impact Analysis
See how a single bad sensor cascades through calculations and displays, even when outputs look valid.
Purpose-Built for Industrials
Unlike generic tools, Osprey knows your industrial data's context and ensures nothing slips through unnoticed.
Built for Industrial Data Quality – Beyond Generic Monitoring
1

Build automated checks for industrial data

From tag health to calculation logic, build configurable rules that enforce quality standards across sensors, assets, and displays.

2

Verify before problems hit operations

With lineage-aware validations, you’ll catch stale tags, broken references, or misconfigured analytics before they cascade downstream.

3

Resolve issues with speed and context

Osprey gives you full visibility into where a problem started and what it affects with real-time alerts, audit logs, and dependency maps.

AI-Powered Data Quality Monitoring
Why It Matters
10-20%
Of your sensor tags deliver bad data every day.
Unlike generic anomaly detection tools, Osprey knows your industrial data's context and ensures nothing slips through unnoticed.
Engineered for Easy Deployment and Action
Powerful monitoring without the burden of managing complex ML models or excessive false positives. Full control with minimal configuration.

Seamless PI Integration

Connect directly to PI Data Archive, Asset Framework, and PI Vision with minimal setup. Fast deployment with built-in checks plus your custom extensions.

Noise-Free Smart Alerts

Severity scoring and intelligent routing prevent alert fatigue. Get the right alerts to the right people at the right time.

Full Control & Customization

Adjust thresholds, rules, and alerting to match your operations. Extend with custom business logic without complexity.

Easy Deployment Features
Protect Your Most Critical Decisions with Trusted Data.
Tycho Data Logo Tycho Data Osprey plugs into your PI System to automatically detect and resolve hidden data quality issues ensuring your operational and maintenance decisions are based on data you can trust.

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