INDUSTRY

AI Solutions for Utilities

At Mosaic Data Science, we deliver transformative AI solutions for utilities, harnessing techniques like ML to drive efficiency, reliability, and sustainability. Our expertise in data analytics turns complex challenges into actionable insights, optimizing your operations and preparing your utility for the future.

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AI & ML Benefits for Utilities Quantified

We are proud to share aggregated outcomes and general benefits realized by our utility clients from deploying Mosaic’s AI & ML Solutions. While specific results and data are confidential, we consistently see substantial improvements in grid reliability, operational efficiency, and energy management across the industry.

AI-Driven IoT

Enhance utility operations with AI-integrated IoT for real-time monitoring and predictive maintenance, boosting equipment reliability and operational uptime while achieving significant energy and cost savings.

Energy Usage: Reduce by 10-25%
🏎️Asset Reliability: Increase 20-50%
🤖Repair Costs: Cut by 15-40%

Inspection Automation

Deploy AI technologies like computer vision and UAVs to improve the precision and speed of utility inspections, reducing manual checks and extending asset lifespans.

🎯Inspection Errors: Decrease 50-70%
⏱️Inspection Speed: Improve 40-60%
⚙️Asset Lifespan: Extend by 5-20%

Grid Intelligence

Utilize tailored analytics to enhance grid management, improving energy distribution efficiency and responsiveness to demand fluctuations.

🏹Forecast Accuracy: Achieve 80-95%
🌐Demand Response: Enhance 25-50%
♻️Emission Reduction: Achieve 10-30%

Weather Analytics

Implement AI-driven weather analytics to optimize grid management and operational planning, enhancing disaster preparedness and energy distribution metrics.

🌬️Disaster Prep: Improve by 25-50%
🦅Forecast Accuracy: Boost 30-60%
🚀Operational Efficiency: Increase 30%

Neural Search

Transform regulatory and technical documentation management with AI-driven smart search, boosting compliance rates and operational efficiency.

🕒Data Access: Enhance by 70%
💡Compliance Rates: Increase by 50%
💸Operational Costs: Reduce by 15%

Scheduling Optimization

Improve workforce efficiency with AI-driven scheduling, enhancing productivity and customer satisfaction by prioritizing high-impact tasks.

💡Customer Satisfaction: Increase 30%
Repair Time: Reduce by 20-50%
📉Operational Costs: Cut by 10-20%

DECISION INTEGRATIONS

Decision Made Better With Mosaic’s AI Solutions for Utilities

Click to learn more about how Mosaic has helped utility companies leverage cutting-edge AI to improve the way they generate, distribute, and measure power, and all of the processes around those goals.

  • Intelligent Inspection

    ML-driven insights take the guesswork out of inspection.
  • Defect Detection and Operational Safety

    Targeted tools to automate & improve operational decisions.
  • Customer Experience Transformation

    Identify hidden patterns and trends that impact CX.
  • Consumption Forecasting And Demand Management

    Energy consumption is ripe for machine learning predictions.

Streamline Inspections with Custom AI

Computer vision offers significant cost savings through scalability and automation – and collecting a large set of image data is only the first step. The true art of any artificial intelligence application comes down to how a data scientist can tune AI to label what is in the image set accurately.  

Organizations require high levels of data science expertise to apply this technology and effectively maximize their return on investment with tools that scale in months, not years.

Sustainable Operations Powered By Analytics

Employ AI-powered defect detection to identify and address faults in critical infrastructure promptly. Our solutions contribute to the operational efficiency and the safety and environmental stewardship of your utility operations​.

Going Beyond Sentiment Analysis with Deep Learning

AI enables a personalized and dynamic utility service experience. From predicting consumption patterns to offering dynamic pricing, we provide solutions that elevate customer satisfaction and engagement.

Improving Meter Forecasts with Machine Learning

Accurate forecasting and efficient demand management are key to sustainable growth. Our tools analyze and predict consumption patterns, optimizing utility distribution and contributing to cost reduction and decarbonization efforts​.

Machine learning provides an excellent avenue for predicting future energy consumption. Accurate insights can provide critical insights into variables affecting the demand, providing decision-makers with an opportunity to address these levers. Forecasts also provide a benchmark to identify anomalous behavior, either high/low consumption, and alert managers to faults within the building.

Why Partner with Mosaic?

Mosaic Data Science is not just a service provider; we are your strategic partner in innovation. Our collaborative approach ensures that we understand your unique challenges and objectives, working closely with your team to implement solutions that drive impactful results.

Empowering Utility Innovation Together

Discover how Mosaic’s data science expertise can unlock new efficiencies and insights for your utility operations, fostering a future of collaboration and growth.

Tailored AI Solutions For Utilities

Let Mosaic help you navigate the complexities of utility management with customized AI solutions that address your unique challenges and objectives.

Driving Sustainable Solutions In Utilities

Partner with Mosaic to leverage AI for more sustainable, efficient, and customer-focused utility services, enhancing your environmental and operational goals.

Transformative Data Science For Utilities

Mosaic brings data science excellence to your utility company, offering the tools and insights needed to innovate, optimize, and lead in a rapidly evolving sector.


Choose Your Engagement Path

Mosaic offers services and tools that we tailor for utility engagements.

Explainable AI & BIas Auditing

As AI models become more complex, their decision-making processes can appear opaque. Explainable AI (XAI) is the key to unlocking the “black box” of AI systems, providing transparency and insights.
  • Model Evaluation & MLOps
  • Bias Auditing
  • AI Safety Framework Development
  • Deployment of Explainable Models Builds Trust in AI System

Rent A Data Scientist™

Mosaic helps customers fight the AI & machine learning talent shortage by providing quick, flexible access to our North American-based data scientists, who remain committed to your projects, avoiding attrition for higher-paying roles.
  • Access To Award Winning Data Science
  • Resource Flexibility Based On Development Cycles
  • Neutral Third-Party Innovation
  • AI/ML Tool Documentation & User Guides – No More Black Boxes

Project ID & Execution

Our AI and ML project support engagement model ensures that we scope out targeted use cases and build custom AI/ML models that deliver precise predictions and prescriptions tailored to your unique needs.
  • IP Ownership For Future Growth
  • Knowledge Transfer For Empowered Teams
  • Custom Source Code for Competitive Advantage
  • Post-Deployment Support

Decision Dynamics

From operational enhancements to strategic decision support, our Data-Driven Decision Dynamics service is about crafting tailor-made software that aligns with your goals, optimizes decisions, and propels your business forward.
  • Tailored Process Optimization
  • Combines Premier Agile Development with Cutting-Edge AI & ML
  • Engineers Custom Tools for Enhanced Accuracy & Speed
  • Data-Driven Strategy for Sustainable Business Growth

Neural Search Engine

Our Neural Search Engine is not just another search tool; it’s an intelligent solution crafted from years of data science expertise. Unlike off-the-shelf products, our engine is customized to align with your unique data landscapes, offering unparalleled accuracy in document retrieval.
  • Instant, Accurate Answers from Your Data
  • LLM-Powered Insights for Every Business
  • Named Top Insight Engine Of 2024 By CIO Review
  • Secure & Scale Your AI Search
  • Democratize Insights

Mosaic.Deploy

Mosaic.deploy is a comprehensive MLOps framework and platform designed to streamline the entire lifecycle of machine learning models—from development and testing to deployment and monitoring. Fast-track your ML development.
  • Rapid Deployment
  • Cloud Integration
  • Sustainable MLOps
  • Post-Deployment Support
  • Cost-Effective & Scalable

Let’s Build Your Competitive Advantage Together

Discover how Mosaic Data Science can transform your operations with AI solutions for utilities. Let’s embark on a journey toward operational excellence and sustainable growth.

AI Solutions for Utilities Resource Library

Download the AI Solutions for Utilities Solutions Sheet