AI & ML for Smarter Asset Management
AMiPU is SAS-AM’s advanced AI and Machine Learning platform, designed for offline, high-performance analytics powered by NVIDIA GPUs. It delivers predictive insights, automation, and real-time decision-making without relying on cloud connectivity, ensuring security and efficiency in asset management.
AI & Machine Learning at SAS-AM
At SAS-AM, we leverage Artificial Intelligence (AI) and Machine Learning (ML) to transform asset management. Our solutions provide predictive insights, automated decision-making, and data-driven optimisation, helping organisations improve reliability, reduce costs, and extend asset life.
We apply Monte Carlo (MC), Markov Chain Monte Carlo (MCMC), and Latin-Hypercube simulations to model complex asset behaviours. These simulations improve risk assessment, reliability predictions, and decision-making.
Our AI-enabled demand forecasting predicts asset usage and resource needs with high accuracy. This supports better planning, reduces waste, and improves supply chain efficiency.
AI-driven Failure Mode Clustering and Classification identifies patterns in failure data, helping organisations prioritise maintenance actions. This enhances risk management and reduces unexpected breakdowns.
This service utilises sophisticated AI to thoroughly assess and predict risks within supply chains, enabling proactive management. By analysing patterns and trends, it foresees potential disruptions, ensuring a high level of supply chain resilience and reliability.
Using Deep Learning, we predict asset condition trends based on real-time and historical data. This allows organisations to anticipate wear, allocate resources effectively, and improve long-term asset performance.
We leverage Natural Language Processing (NLP) to extract insights from unstructured data, streamlining asset documentation, maintenance reports, and decision-making. NLP enhances data accessibility, reducing manual analysis time and improving efficiency.
Utilising advanced AI algorithms, this service dives deep into risk analysis by processing extensive datasets to uncover potential failure points and risk patterns. It enhances predictive maintenance strategies, ensures timely interventions, and notably reduces downtime, improving overall operational efficiency.
Our Machine Learning predictive maintenance models analyse historical data to forecast failures before they happen. This reduces downtime, optimises maintenance schedules, and extends asset life.
we work hard to deliver incredible value to our clients.
Data-Driven Decision Making
AI-driven analytics detect early warning signs of equipment failure, allowing proactive maintenance. This minimises unplanned downtime, extends asset life, and reduces costly repairs.
Optimised Asset Performance
Machine Learning models analyse asset data to enhance efficiency and reliability. AI helps organisations adjust operations in real-time, ensuring peak performance with minimal resource waste.
Data-Driven Decision Making
AI processes vast amounts of asset data to provide real-time insights. This enables organisations to make informed, strategic decisions, reducing risks and improving long-term planning.
Cost Reduction & Efficiency Gains
AI automates manual asset management processes, cutting labour costs and reducing errors. By streamlining maintenance, inspections, and forecasting, AI improves overall operational efficiency.
Enhanced Sustainability & Compliance
AI helps organisations track and optimise energy use, emissions, and resource consumption. It ensures assets comply with regulations while supporting sustainability goals and reducing environmental impact.
Where theory meets execution
See how we’ve applied our ideas to generate generational changes within our comunity.
Validating, Evaluating and Planning: Department of Transport's Asset Condition Assessment Project (Phase 3)
Revolutionising Asset Management SAS-AM's Pioneering Approach in DTP's Asset Condition Assessment Project (ACAP)
FAQs
Learn more about what our clients ask us.
Strategic Asset Management
Shaping the conversations and future of nations, states and regions, we passionately guide stewards to think-well, act-smart and create life-changing impact. One asset at a time.