DocScout

Team info

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Philip Mühlenfeld
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Johannes Bendler

Category

Clusters

We are looking for new team members with the following skill(s)

(1) Web/App Developers; (2) Software Engineers; (3) UI/UX Designers; (4) Machine Learning Engineers

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DocScout

The Mission

DocScout is a data intelligence startup with a mission to bring transparency to Europe’s healthcare markets – beginning with Germany – by revealing the ownership structures of physician practices. Our solution empowers key stakeholders in the ambulatory care sector to make more informed decisions. Key benefits include: a) Regulatory Bodies: Health ministries and other regulators can monitor trends in market concentration, enabling timely intervention if monopolistic structures emerge. b) Health Insurers: Insurers gain insights into cost patterns and can better assess the financial incentives driving certain practices, such as those owned by private investors. c) Patients: Individuals seeking care can make more informed choices about their healthcare providers, taking into account the ownership structures that may impact quality and out-of-pocket expenses. Our long-term vision is to expand DocScout into a European digital health powerhouse, enhancing the efficiency of ambulatory care markets with a suite of solutions that allow doctors to focus more on patient care and less on administrative burdens.

The Challenge

In recent years, regulatory shifts have allowed private investors, such as private equity firms, to acquire physician practices across Europe. While these reforms intended to alleviate administrative burdens and create efficiency in the ambulatory care sector, they have increasingly sparked concerns about profit-driven practices and a reduction of overall healthcare quality. Key issues associated with investor influence include: a) Formation of monopolistic structures, stifling competition and limiting patients’ access to independent second opinions. b) Disproportionate focus on metropolitan areas, neglecting rural healthcare needs. c) An increased focus on profitability, potentially impacting care quality and raising costs for patients and insurers. Evidence from studies in Europe and abroad supports these concerns, prompting governments to consider stricter regulations. However, there is a stark absence of reliable data on investor involvement, making it nearly impossible for stakeholders to engage in a fact-based dialogue or develop targeted legislation. This lack of concrete information creates a critical gap in oversight and transparency, leaving regulators and patients alike without the insights needed to understand or address the full extent of investor influence in the ambulatory care sector. For further details, visit: https://bit.ly/DW_Article

The solution

DocScout addresses this information gap with an autonomous data-collection solution that aggregates ownership information of all physician practices across Germany. Using natural language processing (NLP) and logic-based algorithms, DocScout scans hundreds of thousands of sources to create a comprehensive database on ownership structures – an effort that previously required thousands of hours of manual research. To distribute this data, we are developing two product offerings: 1) SaaS Platform: A web-based platform for regulators, decision-makers, and insurers to access in-depth analyses on ownership structures, including an API for customized data exploration. 2) Public Website: A user-friendly website enabling patients to see the ownership landscape of physician practices and select providers with a clear understanding of who is behind their care. For a showcase of our 'Public Website' prototype, click the video below or use this link: https://youtu.be/g6BjwrahTaU

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