February 17, 2021
Automated Home healthcare referral with ML Case Study

Automated Referral Processing for Home Healthcare Provider

The Client The client is one of the largest home-based care organizations nationwide. The company launched in 2018 as a merger between three respected home healthcare providers. At the time of the merger, it already served more than 65,000 patients daily and employed about 32,500 caregivers. The three-way merger had a clear focus of building a longitudinal care platform, which could serve patients across the […]
November 18, 2020
OptioRx - Case study

Pharmacy Revenue Prediction for OptioRx with Azure Pipeline

The Problem OptioRx, a private equity-backed owner and operator of specialty compound pharmacies, needed to predict quarterly pharmaceutical revenue to improve revenue planning and predict fraud. The primary challenge was that the data contained significant seasonality with irregularities occurring in both doctor and pharmacy level data.  Blue Orange was brought in to create a production model that could be integrated into price forecasting. Due to […]
February 11, 2020
Supply Chain & Revenue Predictions for Pharmaceuticals

Supply Chain & Revenue Predictions for Pharmaceuticals

The Challenge A Private Equity firm needed to predict quarterly pharmaceutical revenue for the next quarter in terms of doctors and pharmacies. The problem here is that the data contains a lot of seasonality because some doctors are not regular in their services, the same happens at the pharmacy level. The challenge is to create a robust model to overcome these gaps in the information. […]
January 1, 2020
Digital Transformation of Government Documents

Digital Transformation of Government Documents

The Challenge Govzilla is a leading data processing company using Big Data and AI to make government data accessible, usable, and valuable to top Pharma Companies, Food Manufacturers, Medical Device Companies, and Service firms from around the globe. Govzilla required a central data hub to collect and unify highly varied data to allow end-users to track and identify compliance issues in their sectors. Govzilla needed […]
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