Asset intelligence
Connect operational data from SCADA, sensors, on-board systems, control systems and service logs into one governed foundation to predict failures, lifts first-time-fix, and optimize assets and fleets.
How it works
From siloed systems to one governed operational foundation
We build the foundation on your strategic cloud. Lakehouse, data models, governance policy framework, and OT/IT integration with cybersecurity built in. Data is ingested so every operational event reconciles across systems, while source systems stay untouched.
Scale and add applications on top as it fits your business, whether compliance, predictive maintenance, or operational excellence is the main focus. One solid foundation to build upon and apply.
Scenarios
Three ways organizations realize value
Higher first-time-fix on every dispatch
Operations teams unify SCADA data, alarms, historical incidents and service records into one context, with AI-supported diagnostics analysing faults before crews leave the door. Technicians arrive with the right tools, parts and similar past cases, leading to higher first-time-fix rate and less downtime.
End-to-end spare-parts traceability
On-board asset management, finance, transport and vessel events come together in one lakehouse, turning the full part-cycle into a single shared timeline. Three departments read the same record and late deliveries surface as alerts instead of phone calls.
Fleet-wide engine and tank optimization
IoT and engine telemetry stream in alongside on-board asset records, with model selection surfacing tanks due for upgrade and engines running outside their efficient envelope. Engineering plans interventions across the fleet as a ranked queue, not one vessel at a time.
Proven in production
From raw wind turbine data turns into real-time insight in minutes. Antire's off-the-shelf Asset Insights Portal speeds up data transmission from wind turbines to the cloud while harmonizing all data streams. This has reduced data latency from hours to minutes and provides Ingka Renewable Energy Investments with real-time insight into valuable asset data.
A software solution that harmonizes the way data from multibrand wind turbines all over the world is collected, stored, and controlled. The solution is making it easy and flexible for operations and maintenance to react in real-time and predict each single wind turbine’s service and maintenance needs
Why now
Operators who close the gap in two years will run materially leaner
Asset portfolios are growing in scale and geographic spread — more turbines, more vessels, more sites — while OPEX pressure and uptime targets keep rising. Regulation such as NIS2, IEC 62443, GDPR and the AI Act is tightening on cybersecurity and data governance at the same time.
AI, edge compute and modern lakehouse platforms have matured to the point where industry-specific logic can live in the data layer rather than being baked into legacy systems. Without a trusted, governed foundation, predictive maintenance, digital twins and fleet-level optimisation all stall at proof-of-value.
Proof of Value sprint
Validate AI-driven operations in 4–8 weeks
Bring a focused use case such as predictive maintenance on a critical component, alarm reduction in a control room, or pre-dispatch diagnostics for a service team. We integrate selected systems, structure your operational data, layer in AI-supported insights, and exit with a clear path to rollout.