Best for: TCM (transitional care management), nursing homes, long-term care, rehab facilities, patient monitoring | Best for: Innovative products (medical devices, SaaS, apps) at the pre-commercialization stage | Best for: Healthcare-adjacent products not subject to traditional federal and state government regulation | Best for: Other small-cap startups in any industry looking to achieve business goals in a cost-effective manner |
Data visualization: Donut chart showing % of patients with NP call within 24-48 hours | Data visualization: Cat and whiskers box plot comparing control vs. treatment group | Data visualization: Geolocation-based dashboard displaying region-specific insights | Data visualization: Sankey and funnel vizzes tracking customer and user journeys |
Periodic and ad hoc reporting: Patient satisfaction reports | Periodic and ad hoc reporting: Top problems/diagnoses | Periodic and ad hoc reporting: Opportunity costs of nonintervention | Periodic and ad hoc reporting: HR and marketing analytics |
Statistical analysis and academic research: Calculation of risk-adjusted metrics required for MCOs | Statistical analysis and academic research: Kaplan-Meier survival analysis | Statistical analysis and academic research: Hypothesis testing for statistical significance of explanatory variables | Statistical analysis and academic research: Literature review of relevant articles in the industry journals |
Predictive modeling Linear regression (e.g. readmission days), logistic regression (e.g. incidence of disease, risk of adverse events such as post-operative respiratory failure) |
Data Engineering ETL (Extract-Transform-Load), API development, data architecting and modeling, data ingestion, datamart and pipeline building |
Analytics consulting Performance improvement projects, delivery of analytics presentations and learning sessions, advisement on vendor selection |
Relief for internal data team data cleaning, troubleshooting faulty data assets, supporting data entry work across agile project management and data governance platforms (e.g. Jira, Collibra) |