Case Studies

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Healthcare
Machine Learning-Driven Patient Clustering & Churn for a Large, National Provider For Autism Support & ABA Therapy

According to the Autism Support Network, "ABA (Applied Behavior Analysis) is widely recognized as the single most effective treatment for Autism Spectrum Disorder, and the only treatment shown to lead to substantial, lasting improvements in the lives of children with autism.

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80%
Increase in cost savings in first year of production
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Utilities
AI-Driven Dynamic Grid Stability Check for a Large Power Utility

The client is one of the largest power utility companies in North America, responsible for delivering consistent, reliable electricity to millions of households and businesses. The sheer size and complexity of their power grids make it an immensely challenging task to maintain a high level of stability and reliability.

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80%
Increase in cost savings in first year of production
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Utilities
Understanding Emergency Call Specifics Using Technician Notes for a Leading Utility Company

The utility provides a hotline where consumers can call in emergencies. In the call center, they take some notes about the call and then put in a work request for a technician to investigate the cause of the call. The primary data source about what happened during the investigation is a technician note, which is entered on a tablet and records what was found on the site.

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80%
Increase in cost savings in first year of production
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Insurance
Machine Learning Driven Agent and Underwriter Segmentation for a Large Commercial and Personal Insurance Policy Provider

Association for Operations Research and Development (ACORD) standardized forms are used by the insurance industry to increase efficiency, accuracy, and speed of information processing. Every day there are numerous submissions made to this insurance provider for a quotation on a commercial insurance policy.

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80%
Increase in cost savings in first year of production
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Insurance
Detecting Fraudulent Claims for a Large Auto Service Provider

The largest auto service provider in the U.S. receives millions of invoices and claims per year for glass repair, replacement, and calibration services performed on customer vehicles. These invoices and claims are submitted by client-affiliated shops as well as 3rd party shops.

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80%
Increase in cost savings in first year of production
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Supply Chain & Retail
Investigating the Nature and Measuring the Degree of Presence of Confounding Characteristics of Text Data

Soothsayer worked with the largest aggregator of business data to jointly conduct original research around identifying, characterizing, and quantifying the confounding characteristics that make it challenging for machines to comprehend text in a meaningful way.

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80%
Increase in cost savings in first year of production
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Supply Chain & Retail
AI-Driven Customer Segmentation for an MRO Supplier

Our client sought to harness a decade's worth of customer and order data for actionable sales insights. The key goal was to create dynamic customer segments based on their evolving value to the organization.

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80%
Increase in cost savings in first year of production
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Supply Chain & Retail
Maximizing Profitability Through Al-Driven Coupon Optimization - A Case Study in Enhancing Retail Success

Our client is committed to simplifying access to high-quality pet products, with over 675 locations across 41 states. Ranked No. 20 in Entrepreneur Magazine's Franchise 500, this leading pet retailer is now focused on optimizing its coupon strategy for maximum profitability.

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80%
Increase in cost savings in first year of production
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Manufacturing & Automotive
Building a Big Data Environment for a Large, International Manufacturer

A large manufacturer was developing models for their customers in a siloed way. Each team created their own models, infrastructure, data plumbing, etc. to achieve their local goal of building a product that solved a challenge their customers were facing.

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80%
Increase in cost savings in first year of production
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Manufacturing & Automotive
MRO Spare Parts Deduplication for a Multinational Chemical Manufacturer

The client is a multinational chemical manufacturing company that has more than one million MRO spare parts in its warehouse. It was using an enterprise-wide inventory management solution (MDRM) to manage the catalogue

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80%
Increase in cost savings in first year of production
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Manufacturing & Automotive
AI-Driven Item Demand Forecasting for a Large Outdoor Clothing Company

The client, a globally renowned outdoor clothing and gear company, operates with a strong emphasis on sustainability and product quality. With a diverse product catalog that spans thousands of items, each categorized by style and color

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80%
Increase in cost savings in first year of production