Carolyne

Product

The Operating Layer Between Insight and Action.

Most healthcare analytics stop at recommendation. Carolyne is designed to create the missing middle between knowing something and managing what happens next.

See Carolyne in ActionExplore Care State

Architecture

One continuous operational model.

From operational intelligence to operational accountability. Each layer builds on the one before it, and nothing is discarded when a report refreshes.

  1. 01

    Care Demand

    Resident needs, acuity, assessments, and service expectations.

  2. 02

    Care State

    A current, structured representation of operational conditions.

  3. 03

    Operational Intelligence

    Determination of which conditions are meaningful and why.

  4. 04

    Operational Issues

    Durable records with identity, ownership, status, and history.

  5. 05

    Workflows

    How the issue is handled, escalated, and closed.

  6. 06

    AI Agents

    Assistance operating inside structured operational context.

  7. 07

    Outcomes & Learning

    What happened, and what recurs across the organization.

In the product

Believable operational surfaces, not dashboards for their own sake.

Carolyne is used by people accountable for what happens next, so every surface answers a question about current reality, ownership, or outcome.

Care State Panel

Markham House

State: currentUpdated 8:03 AM
Resident demand
142 care hours+4 hrs since 06:00
Scheduled capacity
135 care hoursunchanged
Coverage variance
-7 hoursreevaluated 8:03 AM
Open operational issues
31 escalated
SourcesEHR · Scheduling · Assessments · Census
Issue #1847Coverage risk
In Progress
Shift
Friday Swing
Requirement
5 caregivers
Scheduled
4 caregivers
Gap
1 caregiver
Owner
Scheduling Coordinator
Detected
Monday 8:03 AM
Occurrences
4
Prior occurrence
3 weeks ago
Persistent record · retained through resolution and outcome

Executive Operations Panel

Portfolio · 4 communities

Open operational issues

143

12 escalated

Resolved this month

311

+18% vs prior month

Average resolution

2.4 days

target 2.0

Recurring pattern

Weekend coverage

6 of last 8 weekends

Estimated financial impact

$74,000

modeled exposure

Operational risk distribution

  • Staffing38%
  • Acuity drift24%
  • Overtime16%
  • Revenue opportunity13%
  • Compliance9%

Facility comparison

CommunityOpenAvg res.Trend
Markham House212.1d-14%
Brookline Grove343.6d+9%
Aspen Ridge171.8d-6%
Fairhaven Court292.9d+2%

Lifecycle

Detection through outcome, in one continuous record.

  1. 01Detected condition
  2. 02Operational issue
  3. 03Owner
  4. 04Action
  5. 05Resolution
  6. 06Outcome

Operational domains

One Operational Model. Many Healthcare Problems.

The same architecture is designed to support multiple issue types across the care environment.

Issue type

Coverage Risk

Identify staffing demand and coverage variance.

Issue type

Acuity Drift

Identify changes between resident needs and current service levels.

Issue type

Overtime Risk

Surface operational patterns that may drive unnecessary overtime.

Issue type

Revenue Opportunity

Identify potential gaps between delivered care needs and current reimbursement or service structure.

Issue type

Compliance Risk

Surface operational conditions requiring review.

Issue type

Care Plan Variance

Identify meaningful differences between expected and current care operations.

Issue type

Occupancy / Admission Impact

Understand operational effects of changes in resident population.

Capability descriptions indicate what the architecture is designed to support; deployment scope varies by organization.