What is Data Analytics
We Really, Really Know
Healthcare
Deep Expertise in Healthcare
We’ve built telehealth unicorns. We’ve built bespoke medical manufacturing unicorns. We are currently building out niche insurance providers, long term specialty care platforms, and medical risk management systems.
Ready to Sprint
We’ll have a sprinting start when partnering with you. We have team members at every level who know the ins and outs of your healthcare area.
What is Data Analytics
Data analytics is the process of examining raw data to uncover patterns, trends, and insights required to make informed decisions. Typically our clients are “software enabled” and are generating more information than could ever be organized or crunched with spreadsheets - software, cerebral design, and advanced methods are required. Data analytics work begins with raw information collection and reporting, and in its fully-fledged state is a key shaper of strategic roadmaps across all departments
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Data Analytics - What is it?What is Data Infrastructure
Data infrastructure is the tools and systems that allow organizations to collect, store, manage, process, access, and serve data. Plug-and-play data infrastructure vendors have multiplied in recent years, but specialist engineers are still required for more advanced/custom requirements, complex vendor implementation, and bridging gaps with SWE.
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Data InfrastructureWhat is AI
What is AI
What is AI
AI (Artificial Intelligence) is a technology that enables machines to mimic human intelligence, allowing them to perform tasks like understanding language, recognizing images, or making decisions. Machine Learning is an older but more mature subset of AI - when its capabilities are sufficient for a problem, ML is more straightforward, definite, quick to develop, and supported by tools/vendors/automations.
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Practical AIA Solid Data Foundation That Includes Medical Outcomes + Risk
Let us quickly make sense of visits, labs, prescriptions, titrations, messages, and more to understand where care is achieving strong outcomes. We are practiced at quickly mitigating medical risk in partnership with clinical teams. We’ll work with your finance team to understand business health at a high level and net returns on marketing. When we partner with Product we can dig into both patient delight and frustration so as to rank strategic priorities (or recommending new ones). All analysis and building that we do is made available to the wider company via a self-serve BI tool (ex: Looker or equivalent)
In the case where it’s necessary, we begin by working with your engineering team to improve completeness and structure of raw data collection. We’re good at structuring medical data for repeat usage.
In the case where it’s necessary, we begin by working with your engineering team to improve completeness and structure of raw data collection. We’re good at structuring medical data for repeat usage.
Healthcare Data Always Starts With: Data Safety
We take HIPAA/PII data safety exceptionally seriously. Our first project with a new healthcare client is usually to modify infrastructure so that all PII information is reliably kept out of Data team systems. This also allows us to charge you significantly less, since security overhead is reduced and offshore team members become permissible.
AI For Scaling
We typically advise focusing on analytics foundations before wading into AI. With healthcare companies, however, there can be a real need for capacity augmentation or risk management early on. Some examples include:
Parsing
Parsing patient messages for urgency or initial categorization
Flagging
Flagging risky or questionable cases for medical safety auditors
Opinions
Providing second opinions on image-based tasks
Automating
Partially automating any repetitive task to save administrators or providers time
A Valuable Initial Convo, Regardless of Whether You Move Forward
Founders and startup leaders typically get a lot out of an initial convo with us, particularly
1. Shrewd assessments of LOE’s and true needs and
2. Elements of long-term vision.
Book an Assessment Convo1. Shrewd assessments of LOE’s and true needs and
2. Elements of long-term vision.
