INDUSTRY

AI and ML Solutions for the
Oil & Gas Sector

Mosaic Data Science, a top energy artificial intelligence company, is at the forefront of integrating artificial intelligence and machine learning into the oil and gas industry. Our cutting-edge solutions are designed to optimize exploration, enhance operational safety, streamline back-office processes, and ensure environmental compliance, paving the way for your digital transformation journey.

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Oil and Gas AI & ML Benefits Quantified

We are proud to share aggregated outcomes and general benefits realized by our oil and gas clients from deploying Mosaic’s AI & ML Solutions. While specific results and data are confidential, and firms’ metrics vary, we consistently observe significant enhancements in operational efficiency, substantial cost reductions, and improved asset integrity across the sector.

AI-Driven IoT

Deploy AI with IoT for real-time monitoring and predictive maintenance, significantly enhancing equipment reliability and reducing maintenance costs.

⚡Energy Usage: Reduce by 10-25%
⚙️Asset Reliability: Increase by 20-50%
💸Maintenance Costs: Cut by 15-40%

Inspection Automation

Utilize AI-powered computer vision and UAVs to increase inspection accuracy, speed, and safety, reducing manual checks and operational costs.

🎯Inspection Error: Decrease by 50-70%
💨Inspection Speed: Improve by 40-60%
🐷Operational Costs: Reduce by 10-30%

Predictive GIS Analytics

Apply AI in GIS for efficient forecasting and resource management, enhancing energy production and sustainability metrics.

🕒Resource Allocation: Enhance 10-25%
🧠Operational Costs: Lower by 15-35%
🌐 ESG Compliance: Boost by 20-45%

Supply Chain

Implement AI in inventory management to predict optimal stock levels, minimizing costs and avoiding delays.

✂️Carrying Costs: Reduce by 10-25%
🔑Waste: Decrease by 15-35%
📉Stockout Reduction: Achieve 25-50%

Contextual Geo Search

Enhance decision-making with AI for faster and more accurate analysis of geological data, improving resource management and preventive maintenance.

🔍Data Access: Improve by 30%
⚡Decision Speed: Increase by 20-50%
🦅Operational Costs: Reduce by 10-20%

Scheduling Optimization

Maximize workforce efficiency by leveraging AI to assign high-value tasks, significantly enhancing labor productivity and reducing operational costs across warehouse, production, and support operations.

🚀Labor Productivity: Increase by 10-25%
🏎️Operational Throughput: Boost 10-30%
⚙️Repair Time: Decrease by 20-50%

DECISION INTEGRATIONS

Decisions Made Better With Mosaic’s AI & ML Solutions

Click to learn more about how Mosaic, a top energy artificial intelligence company, has helped oil and gas companies leverage cutting-edge AI to improve the way they operate.

  • AI-Enabled Geological Search

    Quickly find information across millions of images and documents for Geo-Intelligence.
  • Supply Chain & Logistics Optimization

    Targeted tools to automate & improve supply chain decisions.
  • Smart Hydrocarbon Management

    Digitize and automate the hydrocarbon value chain to produce more accurate free cash flow estimates.
  • Tailored Sensor Intelligence

    Custom analytics transforms sensor data into actionable information & true decision support.

Adding Context to Geo Searches

Advancements in computing power, computer vision, and natural language processing/generation make contextual search engine development much more feasible. Challenges remain in understanding the mechanics behind deep learning algorithms, and how to set up the data infrastructure to scale these algorithms; making this task one best suited for teams with deep data science expertise.

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Intelligent Supply Chain Management

Mosaic develops AI-driven insights for intelligent supply-chain management, from predictive inventory levels to optimized transportation routes, ensuring efficiency and cost-effectiveness.

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Intelligent Hydrocarbon Inventory Management

The oil and gas market fluctuates wildly, with periods of highs and lows. Therefore, it is essential to know what you have in your inventory if you can afford to wait on replenishment for specific commodities, and even how low you can afford to sell your product based on supply and market demand. It is also essential to be as accurate as possible in measuring the commodities and products in your value chain. Companies need an automated hydrocarbon value chain that is resilient and can respond to dynamic market conditions.

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Reduce Operational Costs and Achieve Business Growth

Sensor intelligence enables more accurate decisions, empowering companies and organizations to identify new opportunities, increase sales, improve customer experience, and optimize operational performance. Rather than replace human operators, custom-built AI & ML extract hidden information from sensor data.

Mosaic is no stranger to working with massive pools of data to build and deploy actionable solutions for our customers. We wield the power of AI and ML to help businesses access IoT’s real-time capabilities. Our collaborative, problem-focused, seasoned, and custom approach to advanced sensor data analytics applications makes us an ideal partner.

Explore our AI-Driven IoT Solutions

Why Partner with Mosaic?

Our expertise in data science is not just about providing technology solutions. It’s about partnering with you to understand your challenges and collaboratively developing customized solutions that drive impactful results. Mosaic Data Science, a Top Energy Artificial Intelligence Company, believes in a future where AI and ML not only optimize operations but also advance sustainability and safety in the industry.

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Your Data, Our Expertise

Mosaic bridges the gap between complex data and strategic decisions in the natural resource industry.

Elevating Quality with Precision

Collaborate with Mosaic to harness the power of data science, enhancing product quality and consistency across your operations.

Optimize Exploration

Utilize AI to analyze seismic surveys, well logs, and satellite imagery, drastically reducing exploration time and costs while minimizing environmental impact​.

Data-Driven Transformation in Energy

Mosaic’s expertise in AI and ML paves the way for a smarter, more sustainable future in Oil & Gas.


Choose Your Engagement Path

At Mosaic, there are several ways that oil & gas companies can engage with our expert team of data scientists for a custom AI software solution. Click below to learn more.

Rent a Data Scientist™

Get flexible, on-demand support from a team of North American-based data scientists. We work under customer direction or as part of internal project teams for neutral third-party innovation.

Project ID & Execution

We scope out targeted use cases built to customer objectives and specifications, managing the entire workflow while collaborating with customers to deploy tools and measure impact.

Explainable AI & Bias Auditing

AI regulations are coming. Mosaic can prepare you for compliance, unlocking the “black box” of AI systems with insights using MLOps.

Neural Search for MRO

Unlock the full potential of your maintenance operations with Neural Search for Industrial Maintenance. Our advanced AI software for industrial maintenance processes historical event logs, repair records, and operational data to provide actionable insights. By analyzing patterns and trends, our solution empowers you to reduce asset downtime, improve maintenance strategies, and enhance overall operational efficiency.

Mosaic.Deploy

Mosaic.deploy is a comprehensive MLOps framework designed to streamline the entire lifecycle of machine learning models—from development and testing to deployment and monitoring. Fast-track your ML development with cloud integration, scalability, and cost-effectiveness.

Let’s Build Your Competitive Advantage Together

Embrace the future with Mosaic Data Science‘s AI & ML solutions, tailored to the Oil & Gas industry’s unique needs. Let’s innovate together for more efficient, safe, and sustainable operations.

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