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Platform

We don't surface data. We engineer the decision layer.

Most analytics firms give you a report and a follow-up engagement. Starfire executes a programmatic playbook—purpose-built agentic workflows that harmonize your data, generate intelligence, create high-quality deliverables, and automate what previously took teams of consultants to do.

Subject matter expertise is in Starfire's DNA. Our agents understand payer hierarchy, specialty channel dynamics, treatment sequencing, and HEOR methodology. They don't just process data—they contextualize it for your therapy and your market.

Works on top of your licensed and internal data — no reselling, no crosswalking
Supports defined use cases and novel inferences in natural language
Iterate and revise live — then automate with agentic next best action
Client retains perpetual rights to all work product and deliverables
Data & Policy Alignment
Integrate transactional data with your SOPs, contracts, and business rules systematically. Ask questions and receive rapid intel against a unified, policy-aware data model.
Simplified Processing
Agentic workflows rapidly platform your data so you can focus on the questions that matter for your therapies. View the underlying code, validate logic, and export results.
Dynamic Scenarios & Next Best Action
Generate executive-level work product in minutes. Iterate and revise live in natural language. Then automate business processes with agentic next best action — MLR requests, stakeholder emails, CRM updates, and more.
How It Works

A programmatic playbook, not a one-off engagement

Starfire executes a repeatable, auditable playbook to access your data, generate intelligence, create high-quality deliverables, and automate commercial processes—at a fraction of the time and cost of legacy consulting.

Ingest Data
Ingest datasets related to market performance—internal, purchased, and vendor data. Access via copy or provisioned views (e.g., Databricks Delta Sharing).
InternalClaims/RxHub/SPLab
Contextualize Data
Aggregate, harmonize, and apply business rules. Map codes, attribute HCPs, layer in policies and SOPs. Store cleaned data in a dynamic, therapy-aware model.
NPI · ICD · NDCPayer HierarchySOPs
Generate Intel
Determine next best action for your commercial portfolio. Real-time recommendations, dynamic scenario planning, last-mile deliverable creation, and agentic workflow automation.
Next Best ActionScenariosPPTX · PDF · API
Use Cases

Defined use cases—and novel inferences

Starfire supports both configured commercial modules and open-ended natural language queries across your data. Ask what no one thought to pre-build.

Market Access & Pricing
Coverage gap diagnosis by payer segment and geography. Net price scenario modeling across commercial, Medicare, and Medicaid. Pull-through from formulary position to script volume. Contracting and affordability analysis.
Data inputs
Payer/PlanClaims/RxCMSFormulary
Patient Journey & Omnichannel
Time from diagnosis to first Rx. Drop-off at each treatment decision point. Adherence and persistency curves by payer, region, and HCP. Referral network mapping. Omnichannel engagement signal integration.
Data inputs
Claims/RxNPI GraphHub/SPCRM
HEOR, RWE & Med Affairs
Kaplan–Meier survival and time-to-event analysis. Matched comparator cohorts for comparative effectiveness. Healthcare resource utilization and burden of illness. Outcomes packages for payer and formulary submissions.
Data inputs
Claims/RxFacility ChargesLab
Also supported KOL / HCP Selection MSL & Salesforce Planning BD&L & Asset Strategy Forecasting Compliance & SOP Monitoring Site Identification Post-Market Surveillance
Outcomes

The gap between data and decision is where we operate

5–10×
Faster insight delivery
vs. traditional consulting timelines
$750k+
Savings per brand
software economics, not FTE economics
100%
Boardroom-ready
every deliverable formatted for executives
Minutes
Time to insight
from natural language prompt to polished output
Why Starfire

Pharma succeeds with scalable, systematized insights on fit-for-purpose data

Subject matter expertise is in our DNA

Our agents aren't generic. They're built around pharma commercial logic—payer hierarchy, specialty distribution, treatment sequencing, HEOR methodology, and regulatory expectations. Context that takes consultants years to build is baked into every workflow.

No black box. Full transparency.

Commercial pharma decisions have historically been opaque—static readouts delivered at the end of a cycle. Starfire lets you see the code, validate the logic, iterate in natural language, and reproduce any analysis at any time. Your IP stays yours.

From insight to action in one platform

Most analytics stops at the deliverable. Starfire continues into next best action—automating the downstream workflows that actually move the business: MLR submissions, field emails, CRM updates, and scenario-driven planning that updates as your data does.

Get started

Run your scenario.
See what's actually possible.

Bring us a real question from your commercial team. We'll assess your data, scope the analysis, and deliver a working prototype—before you sign anything.

Request a demo No commitment required
What to expect
1
30-min discovery call We learn your therapy, data environment, and the specific commercial question
2
Data feasibility check We confirm source coverage, sample windows, and methodology fit
3
Prototype analysis A real analysis on your scenario—polished and ready for your team