ROSE / THE U.S. HEALTHCARE WORLD MODEL

Healthcare,
deeply connected.
Intelligence built on it.

Understand a market. Find the right organizations to work with. Test the economics of your next move. Rose connects the healthcare context, analysis, and custom models you need to move your work forward.

See Rose in action Explore Rose

ROSE BY DATALILY AITHE INDUSTRY. ITS CONNECTIONS. YOUR NEXT DECISION.

THE ROSE WORKSPACE

The whole picture.
The tools to act on it.

See Rose in action

✳ roseGrowth strategy / Market assessmentILLUSTRATIVE PRODUCT CONCEPT

Where should we expand—and what must be true for it to work?

EXAMPLE WORKFLOW / SERVICE-LINE EXPANSION

Compare the opportunity. Understand the constraints.

Comparing service-area demand

MARKET COMPARISON

Service areaDemandCapacity

North marketIllustrative comparisonGrowingConstrained

Central marketIllustrative comparisonEstablishedAvailable

West marketIllustrative comparisonEmergingValidate

Compare like-for-like populationsPeriod & population review

VOLUME SENSITIVITY

What if ramp-up takes longer?

Base caseFaster ramp-upSlower ramp-up

Months 0 → 24Modeled visits · relative scale

WHAT THE ASSESSMENT NEEDS

Service area · demand & referral patternsEvidence review

Capacity · clinician availability & accessEvidence review

Economics · payer mix & net reimbursementAssumption to validate—

Execution · staffing & opening timelineAssumption to validate—

DECISION BRIEF

Resolve what could change the decision.

Validate available clinical capacity and payer terms before committing. Compare the base case with a slower patient-volume ramp.

Capacity reviewContract reviewDownside case

One example of work in Rose. All markets, assessments, and curves here are illustrative; this is a product concept, not a live analysis.

Bring your question. See Rose at work.

START WITH THE DECISION

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.

Compare markets and service lines

Where should we grow?

Bring patient demand, referral patterns, existing capacity, and payer economics into a market assessment.

Market comparison · Feasibility brief

Prioritize accounts with a reason to engage

Which 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 context

Evaluate payment and operating scenarios

What 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 brief

Investigate 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 resolve

THE WORLD MODEL AT WORK

One organization.
A much bigger picture.

Understand the organization in front of you—and the relationships and changes that could affect your next decision.

Example care organizationILLUSTRATIVE INVESTIGATION · NOT A CUSTOMER RESULT

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.

THE WORLD ROSE CONNECTS

An industry of records.
A world of relationships.

Rose brings detailed healthcare records and their history into one connected foundation. Follow an organization through its people, products, financing, contracts, research, and history—then build intelligence across those relationships.

Organizations & people

Providers, health systems, health tech and healthcare services companies, vendors, and the people behind them.

Ownership & capital

Owners, lenders, healthcare deals, corporate relationships, and company filings.

Economics & contracts

Prices, payer contracts, TPAs, employer benefits including ICHRA, reimbursement, and dispute context.

Research & products

Scientific literature, clinical evidence, and the products and companies advancing care.

Rules & requirements

Coverage, prior authorization, FDA approvals and clearances, licensing, and changing payment policy.

Workforce & activity

Job postings, provider affiliations, service lines, healthcare news, and organizational change.

Source availability, history, and detail vary. We define the coverage your question needs with you.

ANALYSIS & SIMULATION / BUILT AROUND YOUR DECISION

Work through the possibilities.
Then choose your next move.

Test the assumptions your decision depends on: patient demand, staffing, payment conditions, or the timing of a change. We build the analysis and custom models around your question, with the evidence and inputs needed to evaluate the result.

In-depth analysisCustom simulationsScenario comparisonDecision support

Explore analysis & simulation

01 / FRAME

What decision should this change?

Set the population, service, geography, time horizon, and constraints that matter.

02 / CONNECT & BUILD

Analyze the system. Test the possibilities.

Establish a baseline, bring in the relevant evidence, and test alternative assumptions.

03 / EVALUATE & DELIVER

Bring the work to a conclusion.

Compare the options, identify what needs validation, and deliver the reasoning your team can review.

BUILT AROUND YOUR WORK

Different decisions.
One connected foundation.

Start with the work in front of you. Bring the relationships, evidence, and models it needs into the same view.

01 / Health systems & operators

See where to grow.

Evaluate markets, service lines, and potential partners with their clinical and business context.

Explore the work 02 / Physician groups & practices

Build a stronger practice.

Connect local demand, referral relationships, workforce, and payment economics to your growth plans.

Explore the work 03 / Banks & investors

Understand what sits behind an opportunity.

Examine ownership, financing, market conditions, and operating signals before committing capital.

Explore the work 04 / Pharma & life sciences

Put evidence in its industry context.

Connect research, product records, provider relationships, and payment conditions to investigate your next move.

Explore the work 05 / Medtech, vendors & services

Find where your work matters.

Understand potential customers, their organizations, and the changes that create a reason to engage.

Explore the work 06 / Payers & benefits teams

Understand the economics of care.

Explore provider networks, payment relationships, and policy changes with the context to evaluate alternatives.

Explore the work

A different question? We can shape an analysis or custom model around it. Bring it to a demo

FROM A LOOKUP TO A CUSTOM MODEL

Start with what you need.
Build from there.

WORK IN ROSE

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.

BUILD WITH DATALILY

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.

Bring the question.Choose a real question your team is working on. No polished brief required.
Define the work together.Review the relevant coverage, available capabilities, and any inputs needed from your team.
Agree on a concrete next step.Leave with a shared scope for a product evaluation, analysis, or custom-model discussion.