Ventyx connects SCADA, alarms, weather, maintenance records and digital twin intelligence — helping site managers prioritize risks, investigate evidence, and turn validated decisions into work orders.
AI recommends. Humans validate. Operations move faster.
The Challenge
SCADA, alarms, condition monitoring, weather and maintenance systems provide valuable information. But site managers still face the difficult task of interpreting fragmented signals, prioritizing risks, and deciding what action should be taken today. Even when short-term alarms are visible, the long-term impact on fatigue, lifetime consumption and structural risk often remains hidden.
Most maintenance decisions still start after alarms escalate or failures appear. This keeps operations reactive, increases downtime risk, and leaves little room for early intervention.
Critical decisions depend on experienced engineers who cannot monitor every turbine, every signal, and every shift. As portfolios grow, expert knowledge becomes difficult to scale.
SCADA, alarms, weather, maintenance records and engineering models often live in separate systems. Valuable signals exist, but they rarely become unified operational intelligence.
Traditional tools focus on immediate alarms and short-term events. The accumulated effect of daily operation on fatigue, lifetime consumption and structural risk often remains invisible.
Core Workflow
Ventyx does not stop at monitoring. It helps operations teams move from fragmented signals to validated decisions and executable work orders.
SCADA, alarms, weather, maintenance records and digital twin outputs are connected into one operational context.
AI agents identify what matters today and rank issues by risk, urgency and operational impact.
Each priority comes with supporting signals, data sources and reasoning so the manager can understand why it matters.
Site managers can confirm the recommendation or continue the investigation through a natural-language AI agent.
Validated decisions are converted into actionable work orders for engineering and execution teams.
Investigate with Agent
Site managers can challenge, verify and refine AI-generated priorities before turning them into actions.
T12 shows abnormal vibration warnings, increased fatigue accumulation over the last 24 hours, and wake-affected inflow conditions. The main evidence comes from SCADA trends, alarm history and digital twin load estimation.
Based on the current forecast and estimated lifetime impact, I recommend temporary derating followed by inspection during the next low-wind window.
Not a static dashboard — an interactive, explainable, human-in-the-loop decision system.
Our Solution
Ventyx combines AI agents and digital twin intelligence to help wind farm teams prioritize, investigate, validate and execute operational decisions — without replacing existing SCADA or maintenance systems.
AI agents analyze alarms, SCADA signals, weather and maintenance records to generate daily priorities, explain evidence, support investigation and prepare work orders.
Digital Twin intelligence tracks fatigue, lifetime consumption and load-driven risk, helping teams understand how today's operational decisions affect long-term asset health.
Trained and validated on operational data from the North Sea and Baltic Sea — currently running with pilot customers across Europe and China.
Why Ventyx
Traditional systems show what happened. Ventyx helps teams understand what matters, why it matters, and what to do next.
Who It Is For
Start each day with clear priorities instead of manually reviewing hundreds of alarms.
Standardize operational decisions across teams, shifts and wind farms.
Understand how today's operations affect fatigue, lifetime consumption and long-term asset value.
Connect engineering models, operational data and AI decision support into one scalable workflow.
Our Team
Ventyx combines offshore wind research, digital twin engineering and AI-native product development.
Wind energy researcher and digital twin specialist with experience in offshore wind simulation, fatigue assessment and AI-enabled operational intelligence.
LinkedInProduct and AI specialist focused on turning complex technical systems into usable, scalable decision-support products.
LinkedInOur internal agent team supports simulation, data engineering, model development, reporting and product operations — allowing us to move faster from research to product.
Our Vision
Our vision is to make expert-level wind farm operations available everywhere — first through AI-assisted decision support, then through increasingly autonomous O&M workflows.
Pilot-ready decision support for daily operations, lifetime tracking and validated work orders.
AI-assisted operational intelligence across multiple wind farms, teams and regions.
Connecting AI decisions with inspection robots, autonomous maintenance workflows and field execution systems.
Get In Touch
Book a demo to see how Ventyx turns alarms, data and digital twin intelligence into validated operational actions.