years of experience integrating and enriching lab data
Clinical & genomic lab data · Prognos Health
Prognos harmonizes and enriches lab data, connecting patient and provider context for the decisions ahead—from commercial strategy to evidence generation and research.
years of experience integrating and enriching lab data
patients with lab data across 20+ data sources
patients for commercial analytics use with lab and claims data
Our mission
Every insight moves that mission forward.
Health Insights delivered
Latest reported total · Weekly update
Why Prognos
Lab data isn’t an add-on for us. For more than 15 years it has been our focus: how tests are ordered and reported, what results mean clinically, and what it takes to make them consistent and usable. Teams choose Prognos when the clinical detail has to be right.
15+ years integrating, interpreting, and enriching clinical and genomic lab data across 20+ data sources.
Clinical knowledge guides how tests, results, units, reference ranges, and abnormal flags are interpreted, so results mean the same thing across sources.
Connect lab signals with patient journeys, claims, and provider context, including the broader care team beyond the ordering HCP.
From timely HCP alerts to cohorts and analytics, insights arrive in a form your commercial, medical, and research teams can use.
What “knowing lab data” looks like
Why lab data
Lab data can reveal more than the fact that a test happened. Results, numeric values, biomarkers, and available testing history add clinical depth to how teams define populations, explore patient journeys, and evaluate opportunities.
The value grows when those signals are interpreted consistently and connected to the context needed to use them.
Explore what that makes possibleUse clinically relevant test and result criteria to bring specificity to the patients you study.
Add available longitudinal and linked context to understand more than an isolated result.
Go beyond the HCP listed on the test and evaluate a broader network of care.
Your priorities. A connected foundation.
Explore a therapeutic area, expand provider visibility, inform engagement, or bring your licensed sources together.
Connect biomarker results, clinical context, and provider visibility to understand oncology populations.
Find clinically relevant signals in complex populations and add context to the patient journey.
Bring lab results and testing history into analytics, evidence generation, and planning across conditions.
Reveal additional HCPs beyond the lab record to help your team evaluate provider relevance.
Use lab-informed, NPI-level intelligence across field, CRM, agency, and omnichannel workflows.
Make participating licensed sources work together in one harmonized, enriched feed.
Choose the data that answers your question
Claims show recorded care. Lab data adds the results, biomarkers, and clinical trends behind it. Explore when to use each—and when connecting them gives you a fuller view.
Explore lab data vs. claimsWhat did the
test show?
What care
was recorded?
The Prognos advantage
Harmonization and enrichment are at the center of what Prognos does. We bring clinical interpretation, consistent structure, and connected context to the work between a source file and a usable data foundation.
01 / CONNECT
Align the available lab data, relevant tests, and participating licensed sources to the question your team needs to answer.
Available data, linkage, enrichment, and permitted uses vary by source and agreed program scope.
A partnership beyond delivery. Work with a team that helps align the data to your priorities and supports the program as your needs evolve.
Meet our support modelA clearer view of care
The provider on a lab record may be one part of the picture. Prognos Care Team adds linked patient and provider context to help your team evaluate additional HCPs and relevant treating specialists.
See beyond the lab recordPrognos Commercial Analytics
Connect lab results with patient journeys and provider context to inform cohort definition, segmentation, launch planning, and brand strategy.
Explore Commercial AnalyticsDefine populations around the clinical criteria that matter to your question.
Explore testing, diagnosis, and treatment activity across available history.
Assess HCP patterns and provider context to refine segmentation.
Build patient and HCP profiles before launch and keep learning after.
The value we deliver
Our PACT principles shape every program: data that is Precise, Actionable, Comprehensive, and Timely. Here is what that has looked like for our clients.
Harmonized, clinically interpreted results that are ready for analysis.
Patient signals connected to the physicians who can act on them.
A fuller view of the care around each patient, not just the provider on the test.
Frequent alerts that reach field teams while the decision window is open.
Programs our clients chose to grow.
Ideas. Perspectives. Connections.
Explore a perspective from our CEO or join the conversation at Lab Data Summit 2027.
Thought leadership · Sundeep Bhan, CEO
A perspective on shared data foundations, AI-ready information, and where pharma and biotech teams can focus their own resources.
Read the perspectiveApril 8, 2027 · Philadelphia
8:30 AM–5:30 PM Eastern Time · W Hotel
For director-level or higher team members and senior leaders at pharmaceutical and biotech companies. Invitations are subject to approval; attendance is no cost for approved attendees.
Tell us what you need to understand, build, or improve. Let’s explore the data and context that could support it.