Healthcare data • AI • analytics • researchSmall Business · Small Disadvantaged Business
Healthcare intelligence built on trusted data

Transforming complex healthcare data into evidence, insight and action.

Careplots combines healthcare domain expertise, modern data engineering and AI-driven analytics to help government, research and commercial organizations build stronger data systems, evaluate programs and improve decision-making.

Selected organizations we have supported

Experience across federal healthcare and research programs, state data organizations, and nationally recognized research institutes.

NSF logo
NSF ADCAmerica's DataHub Consortium
DOJ logo
DOJHealth Care Fraud Unit
SAMHSA logo
SAMHSA CFRICenter for Financing Reform & Innovation
AHRQ logo
AHRQAgency for Healthcare Research and Quality
CMS logo
CMS CPICenter for Program Integrity
CMS logo
CMS CMMICenter for Medicare & Medicaid Innovation
USDA logo
USDA ERSEconomic Research Service
MHDO logo
MHDOMaine Health Data Organization
CIVHC logo
CIVHCColorado Center for Improving Value in Health Care
AHCA logo
Florida AHCAAgency for Health Care Administration
OHA logo
Oregon OHAOregon Health Authority
NORC logo
NORCat the University of Chicago
WESTAT logo
WestatResearch & data science
HCCI logo
HCCIHealth Care Cost Institute
CORMAC logo
CORMAC CorporationHealth data management & analytics

Includes direct, subcontract, consortium, and team-member project experience, as applicable.

25+ Yearsindividual healthcare informatics experience
6 Federalcenters and program environments
4 StatesAPCD all-payer data programs
90M+ Livescommercial claims data experience
150M+ Livespublic-payer data universe experience
100+ Payerspayer data across commercial programs
3M+ Providersprovider data across national healthcare sources

Experience metrics describe the scale and breadth of datasets, programs and organizations supported; they do not imply that Careplots directly administered every represented life or organization.

What we do

Data, analytics and AI for healthcare’s hardest problems.

We work where complex data, policy questions and operational requirements meet—from ingestion and linkage to analysis, modeling, secure research and decision support.

01

Healthcare Data Engineering

Collect, validate, standardize, link and enrich claims, clinical, survey, registry, provider and open-source data.

02

AI-Driven Analytics

Machine learning, semantic linkage, anomaly detection, explainable risk scoring and advanced quantitative analytics.

03

Research & Policy Analytics

Real-world evidence, health economics, program evaluation, financing, access, quality, disparities and outcomes.

04

Program Integrity

Linked-data architectures and peer-normalized approaches to identify patterns, outliers and fraud, waste and abuse risk.

05

Secure Data Environments

Design and operations for controlled research and analytics environments supporting sensitive federal and state data.

06

Data Products & Accelerators

Reusable analytic datasets, algorithms, crosswalks, dashboards and software components that shorten time to insight.

Experience that connects the ecosystem

Across federal, state, research and commercial healthcare data.

Our differentiator is the combination of healthcare business knowledge, data infrastructure expertise, research methods and modern AI.

CMS & public program data
Medicare FFS, Medicare Advantage encounter data, QE, Medicaid T-MSIS/TAF, VRDC/CCW and CMS IDR / OnePI experience.
Multi-payer and real-world data
APCDs, large commercial claims repositories including HCCI, BHI and MarketScan, HIE/clinical data, provider data, surveys and ancillary data sources.
Modern linkage & analytics
Entity resolution, master patient and provider indexes, semantic matching, statistical models, ML/NLP and explainable analytics.
Feature engineering & AI modeling
Multidimensional feature engineering across utilization, payment, referral, beneficiary and organizational domains; peer benchmarking, unsupervised anomaly detection, composite risk scoring and SHAP-based explainability.
Latest news

Company news, project experience & capability updates

Company announcements, selected project experience, research and policy work, AI and data-linkage initiatives, program integrity capabilities, and major partnerships.

Representative work

Built for real programs, not just prototypes.

View news archive

Behavioral Health Financing & Policy

Large-scale Medicare and Medicaid analyses supporting behavioral health financing, access, utilization and disparities research.

Fraud, Waste & Abuse Analytics

AI models, linked data and risk analytics supporting public healthcare program integrity research in secure environments.

Machine Learning Data Linkages

Semantic matching and ML methods to improve difficult crosswalk and linkage workflows within controlled research infrastructure.