OptimalAI
APPLIED AI
Networks
We support the scale, availability and security of network infrastructure
Reduce cost, optimise capital expenditure and minimise operational expenses
From WANs connecting cell phones to the data-center interconnects, we build algorithms that support the scale, availability and security of network infrastructure. We apply machine learning to networking and the development of large-scale management infrastructure including telemetry systems. We address congestion control and bandwidth management, capacity planning and help networks meet traffic demands. We publish our findings and engage both academic and industrial partners to further the state of the art in networked systems.
OptimalAI scales AI transformation for the world’s largest wireless and wireline operators and equipment manufacturers (OEMs). We harness the power of AI to process and analyse integrated data streams across devices, networks, mobile applications, geolocation, customer profiles, service usage and billing systems.
Self Optimized Networks (SON)
OptimalAI empowers operators and OEMS to migrate to self-optimizing networks (SONs). Advanced algorithms identify patterns across network data to auto detect and predict network anomalies and proactively fix problems before they arise.
Supply Chains
Network product and service supply chains are amongst the most complex. Combining data-driven insights with AI-powered operational network models of the supply chain reduces cost, optimises capital expenditure and minimises operational expenses. This can be further enhanced by seamlessly linking IoT and RAN connected infrastructure to create real time intelligent supply chains that monitor and predict optimal decision-making.
Predictive Maintenance
AI-driven predictive analytics allows operators and OEMs to improve field services by proactively fixing problems with cell towers, power lines, data center servers and set-top boxes in customer homes. Network automation optimises root cause analysis and prediction of issues allows operators to monitor and anticipate failures.
Digital Twins
Computer vision analysis of digital twins automates human in the loop (HITL) technical support, maintenance and acceptance of supplier closeout packages.