Commercialization platform for rare & underdiagnosed disease

Faster research-to-action for Medical Affairs, Market Access, and Commercial teams.

Merix consolidates market research, HCP targeting, payer intelligence, and field execution into one secure system—so teams can make faster, clearer decisions without juggling PDFs, spreadsheets, and disconnected tools.

Rare disease GTMMA-heavy strategiesPayer monitoringHCP finding & mappingResearch ingestion (AI)Single-tenant / on-prem

What Merix changes

Decision velocity with governance and auditability.

Compress cycles while keeping a clear trail of what changed, why it changed, and who approved it.

Research synthesismonths → days
Payer change detectionquarterly → near real‑time
HCP segmentationguesswork → predictive
Field enablementmanual → prioritized
Speed
Up
Effectiveness
Up
Risk
Down
Built for enterprise pharma constraints
Single-tenant
Isolated environments when needed
RBAC + audit logs
Traceable access & changes
SSO/SAML
Integrates with your IdP

Overview

Merix turns rare-disease complexity into an operational system.

It’s not just faster insights. It’s a platform that makes your research usable, your targeting defensible, and your execution consistent.

Speed that matters

Ingest research, extract themes, and deploy guidance in days—not after the moment has passed.

  • Structured ingestion for panels/surveys/ABs
  • Searchable insights + Q&A
  • Playbooks that update over time

Effectiveness, not just automation

Prioritize the right HCPs, the right messages, and the right payer actions—with a clear rationale.

  • Predictive segmentation & targeting
  • Message/evidence routing to needs
  • HQ command view + field feedback loop

Control and accountability

Operate with the governance and auditability pharma teams expect—without slowing down execution.

  • Roles, permissions, and audit trails
  • Configurable retention & export controls
  • Single-tenant / on‑prem options

Platform

Modules designed for rare-disease commercialization.

Start with the highest-leverage workflow (usually research ingestion) and expand into targeting, payer monitoring, and field enablement.

Market Research Ingestion & Conversational Insight Engine

Ingest advisory boards, IDIs, surveys, panels, and long-form reports. Turn static deliverables into structured, searchable intelligence that compounds over time.

Upload transcripts, decks, and PDFs; normalize into reusable objects
Theme extraction, sentiment, and evidence mapping
Ask questions across your entire research corpus
Push insights into messaging and targeting workflows

Territory Intelligence & HCP Finder

Rare diseases don’t come with a clean list of treaters. Merix helps identify high-likelihood HCPs and clusters across specialties and care settings.

Specialty-aware targeting for underdiagnosed indications
Institution + region views to guide territory design
Explainable prioritization (why this HCP ranks high)
Exportable target lists with governance controls

Payer Intelligence & Authorization Monitor

Track payer friction before it becomes a revenue or continuity-of-care problem—especially for high-cost therapies.

Plan-level PA criteria and policy change tracking
Signals for tightening: denials, reauth delays, step edits
Accumulator / maximizer program monitoring (where applicable)
Alerting + audit trail for when policies change

Medical Affairs Workspace (Evidence + Messaging)

Support lean MA teams with a central workspace that routes evidence and messaging to the right HCPs, based on questions and behavior patterns.

Evidence library with versioning and controlled distribution
Message testing insights from research ingestion
Field feedback capture + structured synthesis
Priority queues: who needs what, and why

Field Enablement (Commercial / CSS)

Give field teams a prioritized view of who to engage, what to say, and what to capture—without turning everything into free-text notes.

Prioritized HCP lists and next-best actions
Vetted talking points linked to evidence
Structured capture: objections, misconceptions, follow-ups
Dashboard for HQ to monitor patterns and gaps

Clinical Trial Site Intelligence (Optional / Air‑gapped)

For pipeline expansion, identify high-yield sites and investigators faster—while respecting the operational air-gap between clinical and commercial.

Site shortlists and feasibility views (configurable)
Investigator + institution profiling
Partitioned workspaces for clinical vs commercial constraints
Deployment options for isolated environments
A note on separation & governance

Merix supports strict boundaries between teams and data domains. You can run modules in separate workspaces, restrict exports, and enforce role-based access so you get speed without mixing what shouldn’t be mixed.

Use cases

What teams use Merix for, day-to-day.

Practical workflows that reduce cost, shorten cycles, and improve execution quality.

Turn market research into action

Stop re-reading PDFs. Make prior research searchable, comparable, and deployable.

Step 1Ingest panels/ABs/surveys
Step 2Extract themes + gaps
Step 3Deploy updated guidance

Find the HCPs who actually see patients

Prioritize likely patient-touching clinicians across specialties in underdiagnosed indications.

Step 1Map care pathways
Step 2Rank targets w/ rationale
Step 3Design territories + outreach lists

Detect payer friction early

Monitor plan-level changes and tightening signals before they impact continuity and growth.

Step 1Track criteria + edits
Step 2Alert on shifts
Step 3Coordinate response w/ evidence

Amplify a lean MA team

Route evidence and education to the right HCPs with a clear playbook and audit trail.

Step 1Match evidence to needs
Step 2Support field enablement
Step 3Synthesize feedback

Improve field productivity

Increase the value per rep/CSS with prioritization, talking points, and structured capture.

Step 1Prioritized lists
Step 2Vetted messaging
Step 3HQ synthesis + iteration

Pipeline readiness

Use the same system to support new indication planning and launch readiness—without rebuilding your stack.

Step 1Reuse learnings
Step 2Refine messaging
Step 3Scale targeting + payer monitoring

Security

Built for environments where privacy and compliance are non-negotiable.

Merix is designed with enterprise controls and deployment flexibility for pharma organizations.

Security controls you can verify

Clear safeguards for research data, HCP information, payer documents, and de-identified signals.

EncryptionIn transit + at rest
RBACFine-grained roles and permissions
Audit logsTrace access and changes end-to-end
SSO/SAMLIntegrate with your identity provider
Retention & export controlsCustomer-defined governance
Ingestion controlsQueue-based workflows when needed

Deployment options

Configure Merix to fit your governance model—not the other way around.

Single-tenant cloud environments
Customer VPC deployment patterns
On‑prem / isolated infrastructure support
Air‑gapped configurations when required
Partitioned workspaces for strict separation
Compliance-aligned by design (HIPAA / SOC 2 / GDPR on request)

Pricing

Enterprise pricing, aligned to outcomes.

We price Merix as a platform that replaces fragmented tooling and manual synthesis across multiple teams.

Typical engagement

Most deployments begin with the Market Research Ingestion Engine and expand into targeting and payer monitoring. Typical annual pricing targets $600k, depending on scope, deployment model, and modules.

Phase 1
Ingestion + insight engine + governance
Phase 2
Targeting + territory intelligence
Phase 3
Payer monitoring + MA workspace + field enablement
Optional
Clinical trial site intelligence (partitioned)

Talk to us

We’ll learn your commercialization workflow and recommend a starting module set.

Prefer async? Send a short overview (or existing research PDF) to jordan@withmerix.com.

Team

Built by operators and engineers who’ve lived the constraints.

Merix is designed for complex, regulated environments where speed can’t come at the expense of governance.

CEO
Jordan Coursey

Built and sold compliance software with six‑figure enterprise contracts. Focused on operational software that gets adopted.

M.S., UC San Diego
CTO
Ray Wang

Built AI systems for a top‑20 pharmaceutical company. Designs secure, scalable platforms for regulated workflows.

M.S., Brown University
Head of Data Science
Yidong Li

10+ years in marketing data science across high-scale organizations. Focused on explainable, practical modeling.

M.S., George Washington University

If you’re commercializing in rare disease, let’s talk.

Bring one market research report, a payer challenge, or your current HCP targeting approach. We’ll show you how Merix turns it into a faster, auditable workflow.

Schedule a conversation