Agentic commercial intelligence
The decision
layer built
for pharma.
Starfire delivers launch-ready market access, patient analytics, and pricing insights — powered by multi-agent workflows — so biopharma can decide the next best action with confidence.
Most analytics firms
give you a report.
We engineer
the decision layer.
Purpose-built agentic workflows that harmonize your data, generate intelligence, and automate what previously took teams of consultants to do.
Four core workflows.
Every angle covered.
Market Access & Payer
Coverage architecture, formulary positioning, rebate scenario modeling, pull-through forecasting
Patient Journey
Diagnosis-to-treatment latency, adherence decay, line-of-therapy transitions, HCP referral mapping
HEOR & RWE
KM survival analysis, comparative effectiveness, HCRU, matched cohorts from claims and facility data
Account Intelligence
IDN/GPO targeting, HCP influence networks, segment prioritization, coverage heatmaps by geography
A programmatic
playbook.
Not a one-off
engagement.
Starfire executes a repeatable, auditable playbook at a fraction of the time and cost of legacy consulting.
Ingest Data
Internal, purchased, and vendor data via copy or provisioned views. Databricks Delta Sharing supported.
Contextualize Data
Aggregate, harmonize, apply business rules. Map codes, attribute HCPs, layer in SOPs and payer hierarchy.
Generate Intel
Real-time recommendations, scenario planning, last-mile deliverable creation, and agentic workflow automation.
Defined modules.
Novel inferences.
Starfire supports both configured commercial modules and open-ended natural language queries. Ask what no one thought to pre-build.
Market Access & Pricing
Coverage gap diagnosis by payer segment and geography. Net price scenario modeling. Pull-through from formulary position to script volume. Contracting and affordability analysis.
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.
HEOR, RWE & Med Affairs
Kaplan–Meier survival and time-to-event analysis. Matched comparator cohorts. HCRU and burden of illness. Payer and formulary outcomes packages.
Pharma succeeds with scalable,
systematized insights on
fit-for-purpose data.
Subject matter expertise is in our DNA
Our agents aren't generic. Built around pharma commercial logic — payer hierarchy, specialty distribution, treatment sequencing, HEOR methodology. Context that takes consultants years is baked into every workflow.
No black box. Full transparency.
See the code, validate the logic, iterate in natural language, and reproduce any analysis at any time. Static readouts delivered at end of cycle are over. Your IP stays yours — always.
From insight to action in one platform
Most analytics stops at the deliverable. Starfire continues into next best action — automating downstream workflows: MLR submissions, field emails, CRM updates, and scenario-driven planning.
Get started
Run your scenario.
See what's 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