Industry Applications
AI & Machine Learning for Utilities
Maximize value and insight with industry-leading AI and machine learning capabilities.
Business Challenges
As the utility industry undergoes sweeping changes at the nexus of technology, climate-driven regulatory requirements, newly born competitors and customer demands, using data to meet these challenges is critical. Specifically, this means leveraging massive data sets to transform the utility from operating reactively to proactively across customer operations, grid operations, load forecasting and renewables management. This requires an analytics platform that can ingest and govern these massive data sets, along with the AI and machine learning algorithms that deliver predictive insights you can act on.
How AI Can Help
Across the utility enterprise, artificial intelligence (AI) can enhance the speed, precision and effectiveness of human efforts, resulting in a more efficient, reliable utility. With AI capabilities from SAS, you can:
- Turn customer experience into customer engagement. With embedded AI tools, you can stitch data together from all sources, providing an accurate and evolving view of the customer journey. Then optimize customer journeys across all channels to maximize engagement and enable real-time decisioning.
- Protect revenue. Use AI and machine learning techniques to identify areas of vulnerability to prevent theft, secure revenue and improve financial governance.
- Manage assets predictively. Transform decades-old, time-based maintenance practices. Predictive and prescriptive asset management processes driven by AI and machine learning insights save time and money while improving asset and systemwide reliability.
Why SAS?
As the leader in advanced analytics, SAS advocates applying analytics to any data that has the potential to produce insights. That's why we embedded AI capabilities in our software – from SAS® Viya® to solutions tailored to the needs of the utility industry. SAS delivers open, trusted, scalable and sustainable AI capabilities that can help utilities of all sizes achieve growth, profitability and compliance. For more than 40 years, SAS has delivered consistent value to the utility industry, and more than 560 energy companies around the world choose SAS to gain THE POWER TO KNOW®.
Recommended Resources
-
White Paper
Artificial Intelligence for Executives
Integrating AI Into Your Organization -
ARTICOLO
Artificial intelligence, machine learning, deep learning and more
Understanding AI technologies and how they lead to smart applications -
ARTICOLO
Pagina di approfondimento
Intelligenza Artificiale: che cos'è e come funziona
-
ARTICOLO
Machine Learning: cos'è e come funziona
AI Solutions for Utilities
- SAS® for Machine Learning & Deep LearningSupport end-to-end data mining and machine learning processes with comprehensive visual and programming interfaces for users of all skill levels.
- SAS® Visual Text AnalyticsScopri informazioni di valore nascoste nei dati testuali con SAS Visual Text Analytics: combina la potenza del natural language processing con il machine learning
- SAS® Model Risk ManagementSignificantly reduce your model risk, improve your decision making and financial performance, and meet regulatory demands with comprehensive model risk management.
- SAS® Intelligent DecisioningCrea, gestisci e governa con facilità regole di business robuste e basate sugli analytics per dare forza al decisioning at scale.
- SAS® Energy ForecastingImprove energy forecast performance, reduce uncertainties and generate value.
- SAS® Viya®Vinci qualsiasi sfida analitica, dalle sperimentali alle più rilevanti, con un unico ambiente pronto per il cloud e disponibile per tutti, dai data scientist ai business analyst, dagli sviluppatori agli executive.