Search. Explore. Analyze.
Find an organization, investigate a relationship, explore charts, and build a body of work around your question.
Discuss access and relevant coverage in your demo.Start with your question.
The possibilities connect.
Bring the decision you need to make. Rose connects the relevant healthcare context, supports deeper investigation, and gives custom analyses and models a shared foundation. The applications below are starting points, not the boundaries of the system.
START WITH THE DECISIONBuilt for the questions
Built for the questions
on your desk.
A quick ownership check. A market assessment. A model built around your business. Go as deep as the decision requires.
01
Compare markets and service lines
02Where should we grow?
Bring patient demand, referral patterns, existing capacity, and payer economics into a market assessment.
Market comparison · Feasibility briefPrioritize accounts with a reason to engage
03Which customers should we pursue?
Understand service mix, ownership, purchasing context, and organizational changes. Connect what you offer to a need worth investigating.
Account shortlist · Buying contextEvaluate payment and operating scenarios
04What changes the economics?
Compare reimbursement by service and setting. Test how payer mix, staffing, utilization, or a policy change could affect the business.
Scenario comparison · Contracting briefInvestigate partners, people, and capital
Where should we commit resources?
Connect organizational history and market position with the evidence your hiring, partnership, acquisition, or lending decision requires.
Diligence brief · Questions to resolveTHE WORLD MODEL AT WORKOne organization.
One organization.
A much bigger picture.
Understand the organization in front of you—and the relationships and changes that could affect your next decision.
01 / ESTABLISH THE RECORD
Who is behind it?
OrganizationCare locations & service lines
PeopleClinicians & affiliations
ControlParent organizations & ownership
EconomicsPayer relationships & financing
Trace each relationship to its source and effective date.
02 / FOLLOW THE HISTORY
What has changed?
Earlier recordOwnership relationship established
Keep the legal entity distinct from its locations and affiliations.
Subsequent activityA service expansion is announced
An announcement is a signal; operating capacity still needs confirmation.
New questionDoes the expansion change our decision?
Bring the relevant evidence into the same investigation.
03 / TEST THE IMPLICATIONS
What could it affect?
Additional clinical capacityPatient flows & service demandWorkforce & payment economics
A possible chain to investigate. Test the timing, scale, and assumptions before treating it as an outcome.
SCENARIO · NOT AN OBSERVED RESULT Sourced record Derived finding Scenario assumption
Different kinds of evidence. Clear boundaries between them.
rose BY DATALILY AIINTERACTIVE CONCEPT · ILLUSTRATIVE DATA
Where should we investigate our next outpatient location?
✳
ROSE / RESEARCH VIEW
North corridor combines a higher sample demand index with lower provider density. Investigate access, referral patterns, and site economics before selecting a location.
Market opportunity comparison
03 results| Research area | Demand index¹ | Provider density | Next investigation |
|---|---|---|---|
| 128 | Lower | Validate access gap | |
| 112 | Higher | Review differentiation | |
| 119 | Moderate | Assess referral reach |
Relative demand / sample baseline = 100
North corridor128
Central district112
West corridor119
SELECTED CONTEXTNorth corridor
Provider density: Lower
Next: Validate access gapEvidence lensesPopulation estimatesProvider recordsFacility records
Sample organizations and figures demonstrate a possible workflow. ¹ Illustrative index, not a market forecast. ² Illustrative rates, not a quote. Actual analysis is scoped with the DataLily team.OPERATORS & BUSINESS DEVELOPMENT TEAMS
Test your market feasibility.
Understand the organizations and relationships around a growth decision. Bring provider supply, referral context, and reimbursement into the same view.
“Is this market right for our next facility or service line?”
Discuss a market question01 / A QUESTION FOR ROSE
“Is this market right for our next facility or service line?”
- Explore providers and competitors in a market
- Investigate referral relationships and provider supply
- Build a market analysis around your service line
HEALTHCARE ACQUIRERS & INVESTORS
Investigate a healthcare acquisition.
Move beyond a list of organizations. Investigate ownership, financial relationships, transactions, and market context to inform your diligence.
“Which facilities fit our acquisition criteria?”
Discuss an opportunity02 / A QUESTION FOR ROSE
“Which facilities fit our acquisition criteria?”
- Connect a facility to its owners and related organizations
- Investigate transactions and relevant industry events
- Build an analysis around your investment criteria
PHYSICIAN GROUPS, OPERATORS & PAYERS
Prepare for payer contracting.
Bring rate comparisons, market context, and service mix into payer contracting and business planning. Work with our team to understand contract priorities and model the potential economics of a payment change.
“Where should we focus our next payer contract conversation?”
Discuss payer contracting03 / A QUESTION FOR ROSE
“Where should we focus our next payer contract conversation?”
- Investigate rates across relevant plans and services
- Prepare payer conversations with provider and market context
- Model a specific question using the assumptions that matter
SALES & COMMERCIAL PARTNERS
Build the right provider relationships.
See healthcare organizations in the context of their ownership, specialties, and market relationships. Prioritize provider accounts with a clearer view of who they are and how they are connected.
“Which provider accounts fit our offering?”
Discuss your market04 / A QUESTION FOR ROSE
“Which provider accounts fit our offering?”
- Identify organizations that fit your business
- Understand ownership and organizational relationships
- Investigate changes that may create a reason to connect
PROVIDER RECRUITING & TALENT TEAMS
Find providers for your hiring needs.
Explore the provider landscape by specialty, location, and practice affiliations. Build a more informed recruiting strategy around the roles and markets you need to hire for.
“Which providers match the specialty and geography we need?”
Discuss provider recruiting05 / A QUESTION FOR ROSE
“Which providers match the specialty and geography we need?”
- Identify providers aligned with your specialty and location criteria
- Understand practice affiliations and local provider supply
- Build a research shortlist around your recruiting needs
BANKS & HEALTHCARE LENDING TEAMS
Put a healthcare loan in context.
Connect a healthcare borrower to its ownership, market, reimbursement context, and relevant events. Give your lending team a stronger foundation for diligence and ongoing research.
“What should we understand before lending to this facility?”
Discuss healthcare lending06 / A QUESTION FOR ROSE
“What should we understand before lending to this facility?”
- Investigate the borrower and related organizations
- Understand market and payment context around the facility
- Build an evidence brief for your lending team’s review
POLICY TEAMS & ANALYSTS
Understand the reach of a change.
Bring policy together with the organizations and service lines it applies to. Investigate what changed, who it touches, and what deserves a closer look.
“Who could be affected by this rule?”
Discuss a policy question07 / A QUESTION FOR ROSE
“Who could be affected by this rule?”
- Connect rules to relevant organizations and services
- Understand policy in the context of its changes over time
- Work with our team to investigate potential implications
FROM A LOOKUP TO A CUSTOM MODELStart with what you need.
Start with what you need.
Build from there.
A model for your decision.
Work with us on a scoped analysis or custom model, including simulations and comparisons tailored to your assumptions.
Agree on required inputs, validation, and deliverables.In the meeting, we’ll distinguish what is available for your question from what needs additional data or custom development.
LET’S FIND YOUR NEXT STEP
Bring a healthcare question worth answering.
See how Rose connects the relevant evidence, explores the possibilities, and helps your team determine its next step.
See Rose in action