Data Anomaly Detection for
Industrial Operations
Catch hidden sensor failures and bad data before they impact production, safety, or compliance. Osprey combines AI-powered anomaly detection with customizable rules to protect your most critical decisions.
Every day, 5-10% 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
Protect Your Operations From Hidden Data Failures
With Osprey, you prevent failures before they happen. Gain confidence that your data is accurate, fresh, and reliable - powering efficient, safe, and profitable operations.
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 PI System
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

AI Anomaly Detection

Osprey understands normal patterns in your industrial processes and automatically flags deviations that could indicate sensor failures or data quality issues.

2

Custom Rules Engine

Extend monitoring beyond AI with your own business logic. Create custom rules for specific operational requirements and compliance needs.

3

Full Impact Analysis

See exactly how a single bad sensor impacts calculations, KPIs, and displays across your entire system – even when final outputs appear normal.

AI-Powered Data Quality Monitoring
Why It Matters
5-10%
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.