B2B Machine Learning Examples

Go-To-Market

Polish Telecom

Increased customer retention and marketing effectiveness.

Go-To-Market

Predictive models reduced customer churn by over 20% and improved campaign conversion rates, generating a 10x ROI.

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Polish Telecom

Predictive models reduced customer churn by over 20% and improved campaign conversion rates, generating a 10x ROI.

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Go-To-Market

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Technology

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Recommendation Systems

Operations

Norfolk Iron & Metal

Increased production efficiency and reduced waste.

Operations

NIM Group uses predictive analytics with DataRobot's AI platform to optimize machine settings, reduce scrap rates, and improve inventory forecasting.

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Norfolk Iron & Metal

NIM Group uses predictive analytics with DataRobot's AI platform to optimize machine settings, reduce scrap rates, and improve inventory forecasting.

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Operations

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Manufacturing

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Regression

Operations

Prisonology

Improved legal processing efficiency and reduced manual workload.

Operations

Automating legal case summaries and scoring to streamline prison sentence reduction efforts.

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Prisonology

Automating legal case summaries and scoring to streamline prison sentence reduction efforts.

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Operations

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Legal Services

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Natural Language Processing

Go-To-Market

Mental Health Company

Enhanced patient support and streamlined administrative tasks.

Go-To-Market

AI-powered chat tool to assist therapists by providing emotional support and facilitating ESA letter services.

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Mental Health Company

AI-powered chat tool to assist therapists by providing emotional support and facilitating ESA letter services.

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Go-To-Market

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Healthcare

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Natural Language Processing

Go-To-Market

Life Detection Technology

Enhanced patient monitoring and reduced hospitalization rates.

Go-To-Market

AI-powered wireless sensors monitor patient vitals remotely and detect health anomalies.

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Life Detection Technology

AI-powered wireless sensors monitor patient vitals remotely and detect health anomalies.

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Go-To-Market

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Healthcare

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Anomaly Detection

Operations

Mapline AI

Reduced project timelines and increased efficiency.

Operations

Accelerating real estate due diligence by using generative AI to analyze geospatial data and municipal regulations, reducing project timelines from weeks to minutes.

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Mapline AI

Accelerating real estate due diligence by using generative AI to analyze geospatial data and municipal regulations, reducing project timelines from weeks to minutes.

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Operations

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Real Estate

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Clustering

Operations

OYAK Cement

Increased sustainability and significant cost savings.

Operations

OYAK Cement uses DataRobot’s AI to optimize processes, increase alternative fuel usage, and reduce CO2 emissions, leading to $39 million in savings.

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OYAK Cement

OYAK Cement uses DataRobot’s AI to optimize processes, increase alternative fuel usage, and reduce CO2 emissions, leading to $39 million in savings.

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Operations

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Manufacturing

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Classification

Operations

Steel Company

Increased production efficiency and significant cost savings.

Operations

Using digital twins and analytics, a Brazilian steel company optimized production to improve metallurgical recovery and achieved 20x ROI.

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Steel Company

Using digital twins and analytics, a Brazilian steel company optimized production to improve metallurgical recovery and achieved 20x ROI.

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Operations

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Manufacturing

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Classification

Operations

ZF Group

Reduced equipment downtime and maintenance costs.

Operations

(PoC) Generative AI-powered assistant to diagnose and resolve equipment failures, reducing downtime.

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ZF Group

(PoC) Generative AI-powered assistant to diagnose and resolve equipment failures, reducing downtime.

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Operations

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Manufacturing

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Natural Language Processing

Operations

Tredence

Improved inventory management and increased sales.

Operations

The AI system predicts product out-of-stock situations in real-time by analyzing historical inventory, sales data, and patterns.

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Tredence

The AI system predicts product out-of-stock situations in real-time by analyzing historical inventory, sales data, and patterns.

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Operations

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Retail & Consumer

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Classification

Operations

Digits

Improves operational efficiency and enhances client satisfaction for accountants.

Operations

Generating client-specific questions about transactions for accountants.

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Digits

Generating client-specific questions about transactions for accountants.

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Operations

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Finance & Insurance

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Natural Language Processing

Strategy

Moody's

Increased accuracy and speed in financial analysis, enhancing investor decision-making.

Strategy

AI-powered analysis tools improve the accuracy and speed of financial data analysis, enabling better investment insights and risk management.

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Moody's

AI-powered analysis tools improve the accuracy and speed of financial data analysis, enabling better investment insights and risk management.

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Strategy

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Finance & Insurance

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Natural Language Processing

IT Security & Data

Feedzai

IT Security & Data

Continuously monitor user behavior and device data in real-time to detect potential fraud in digital banking sessions.

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Feedzai

Continuously monitor user behavior and device data in real-time to detect potential fraud in digital banking sessions.

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IT Security & Data

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Finance & Insurance

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Anomaly Detection

IT Security & Data

HCLSoftware

Strengthened fraud detection and response capabilities, improving organizational security.

IT Security & Data

AI-enhanced fraud detection to identify suspicious activity, particularly in combating deepfake-driven fraud.

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HCLSoftware

AI-enhanced fraud detection to identify suspicious activity, particularly in combating deepfake-driven fraud.

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IT Security & Data

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Finance & Insurance

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Anomaly Detection

Operations

Blue River Technology

Reduces operational costs and enhances sustainability in crop management.

Operations

Precision agriculture system that uses machine learning to identify and spray weeds selectively in crop fields.

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Blue River Technology

Precision agriculture system that uses machine learning to identify and spray weeds selectively in crop fields.

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Operations

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Agriculture

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Computer Vision

IT Security & Data

Mostly AI

Improved compliance and enhanced insurance operations.

IT Security & Data

Leverages synthetic data to create high-quality, privacy-safe datasets for training machine learning models in the insurance industry, enabling data sharing and compliance with privacy regulations.

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Mostly AI

Leverages synthetic data to create high-quality, privacy-safe datasets for training machine learning models in the insurance industry, enabling data sharing and compliance with privacy regulations.

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IT Security & Data

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Finance & Insurance

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Generative AI

Operations

Lemonade

Improved customer satisfaction and operational efficiency in claims processing.

Operations

Lemonade employs machine learning to underwrite insurance policies and settle claims in real-time by using predictive models and fraud detection.

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Lemonade

Lemonade employs machine learning to underwrite insurance policies and settle claims in real-time by using predictive models and fraud detection.

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Operations

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Finance & Insurance

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Classification

IT Security & Data

Kensho

Accelerated data processing and decision-making in financial analysis.

IT Security & Data

Using NLP to analyze unstructured financial data, such as earnings reports, to quickly extract insights and provide clients with actionable information.

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Kensho

Using NLP to analyze unstructured financial data, such as earnings reports, to quickly extract insights and provide clients with actionable information.

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IT Security & Data

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Finance & Insurance

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Natural Language Processing

Featured

Type of Machine Learning

Function

Polish Telecom

Increased customer retention and marketing effectiveness.

Norfolk Iron & Metal

Increased production efficiency and reduced waste.

Prisonology

Improved legal processing efficiency and reduced manual workload.

Mental Health Company

Enhanced patient support and streamlined administrative tasks.

Life Detection Technology

Enhanced patient monitoring and reduced hospitalization rates.

Mapline AI

Reduced project timelines and increased efficiency.

OYAK Cement

Increased sustainability and significant cost savings.

Steel Company

Increased production efficiency and significant cost savings.

ZF Group

Reduced equipment downtime and maintenance costs.

Tredence

Improved inventory management and increased sales.

Digits

Improves operational efficiency and enhances client satisfaction for accountants.

Moody's

Increased accuracy and speed in financial analysis, enhancing investor decision-making.

Feedzai

HCLSoftware

Strengthened fraud detection and response capabilities, improving organizational security.

Blue River Technology

Reduces operational costs and enhances sustainability in crop management.

Mostly AI

Improved compliance and enhanced insurance operations.

Lemonade

Improved customer satisfaction and operational efficiency in claims processing.

Kensho

Accelerated data processing and decision-making in financial analysis.