Veltora's predictive intelligence layer runs continuously across the entire data centre lifecycle — from construction and supply chain through to cooling, power, and operations. Our models learn the specific patterns of your facility and surface risks before they reach your infrastructure.
Real-time operational alerts surface emerging risks within the next seven days — cooling failures, power fluctuations, supply delays — with enough lead time to act before impact.
Tactical warnings across the 30-day window allow procurement and engineering teams to reposition inventory, adjust vendor commitments, and re-sequence build schedules.
The 90-day horizon is where competitive advantage lives. Strategic warnings give leadership the runway to restructure contracts, secure alternative suppliers, and de-risk the entire facility programme.
Every facility is different. Our ML and reinforcement learning models calibrate to your specific build programme, vendor relationships, operational patterns, and risk tolerance. The intelligence is yours and it compounds over time.
Models ingest your construction schedule, contractor relationships, and delivery dependencies from day one.
Reinforcement learning continuously refines predictions based on actual operational outcomes unique to your facility.
Every decision and outcome feeds back into the model. Accuracy improves. The longer you run it, the sharper it becomes.
Every prediction carries a calibrated confidence score. We do not just tell you what will happen — we tell you how certain we are and why, so you can prioritise action intelligently rather than treating every signal with equal urgency.
Trained on historical failure data across thousands of data centre events. Predicts known failure modes with calibrated probability scores before they surface.
Discovers novel risks nobody has seen before. No labelled training data required. Continuously maps the boundary between normal and anomalous across all facility systems.
Autonomous decision optimisation. Learns from outcomes to improve future recommendations. The longer it runs on your facility, the more precisely it adapts to your operating environment.