Behind the Data

Every Dataset Tells Only Part of the Story.

Commercial intelligence isn’t limited by the amount of healthcare data available. It’s limited by how difficult that data is to connect, validate, normalize, and maintain.

For years, ClearSight has been solving the engineering problems that most commercial teams never see.

Four data sources (claims, medical education, procedure group, career placement) flowing into the ClearSight Intelligence Engine.

The Four Data Problems Behind Commercial Intelligence

Every dataset answers an important question. Every dataset also introduces blind spots, complexity, and data quality challenges. ClearSight engineers each one into a trusted foundation.

1. Claims Data

Claims Data Requires Extensive Cleansing & Normalization.

Claims are messy, inconsistent, and full of complexities that distort physician, facility, and market insights.

The Challenge
ClearSight Solves It

Proprietary business rules deduplicate claims, normalize facilities, and accurately identify sites of care.

The Impact

Every downstream workflow starts with trusted data. Accurate targeting, market sizing, analytics, and reporting all depend on getting the foundation right.

2. Medical Education Data

Training Data Doesn't Exist in One Place.

There is no national source for residency, fellowship, faculty, or trainee data. Information is fragmented across thousands of institutions and must be continuously collected, standardized, linked, and validated to create a complete longitudinal view of physician training.

The Challenge
Harvard Medical SchoolMayo ClinicStanford MedicineCleveland ClinicHSS…and thousands more
No common structure. No single source of truth.
ClearSight Solves It

ClearSight continuously collects, validates, and connects training data into a single longitudinal physician education dataset.

The Impact

Commercial teams gain visibility into the educational relationships that shape future physician behavior: revealing influential faculty, strategic programs, and future customers years before they appear in traditional commercial data.

3. Procedure Group Data

CPT Codes Don't Define Commercial Markets.

Commercial markets like PAD, Structural Heart, TEVAR, and Embolization don’t map to individual CPT codes. Creating meaningful procedure groups requires mapping and maintaining thousands of billing codes into clinically and commercially relevant market definitions.

The Challenge
Thousands of CPT codes…
929283722137225372269294102943338803470136247
…and thousands more
ClearSight Solves It

ClearSight maintains proprietary procedure group definitions that translate thousands of CPT codes into commercially meaningful markets.

The Impact

Every commercial function speaks the same language. Sales, Marketing, Analytics, and Leadership all work from consistent market definitions: eliminating conflicting reports and misaligned strategy.

4. Career Placement Data

Commercial Data Starts Too Late.

Traditional commercial datasets don’t identify physicians until they begin generating claims. By then, residency and fellowship are complete, career decisions have already been made, and physicians are entering practice. Tracking graduate placement enables commercial teams to understand where physicians are headed before they become visible in traditional commercial data.

The Challenge
Med School
Residency
Fellowship
Job Offer
Practice
Claims Appear
ClearSight Starts HereVisibility 2 to 3+ years earlier
Traditional Data Starts HereToo late to influence
ClearSight Solves It

ClearSight continuously tracks graduating residents and fellows, connecting physician training programs to future practice locations before traditional commercial datasets ever identify them.

The Impact

Commercial teams can begin building relationships before competitors even know these physicians exist in commercial datasets: creating a measurable first-mover advantage.

Powered by the ClearSight Platform

Three connected intelligence layers. One complete view.

Fellow Intelligence

Identify tomorrow’s clinicians early and track their journey from training to their careers.

Physician Intelligence

Know who shapes future clinicians, drives innovation, and influences adoption.

Facility Intelligence

Prioritize the right training programs, understand centers of excellence, and watch influence grow.

Director, Market Intelligence, Global MedTech Company

We never realized how much engineering was happening behind the scenes. The quality difference became obvious the moment we started using the platform.

Director, Market Intelligence
Global MedTech Company
  • Cleaner data delivers accurate market sizing and targeting.
  • Early visibility into tomorrow’s physicians.
  • Consistent definitions across every team.
  • Better decisions. Stronger performance. Faster growth.

Behind the data is the advantage.

See how ClearSight turns complex data into commercial intelligence.