Apiary Labs, Inc.
Hospital & health system partnerships

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We seek to work with health systems interested in shaping the next generation of chronic and post-acute support, beginning with intelligent appointment preparation for patients navigating chronic and multi-condition care. This foundation enables us to extend into strengthening care transitions, reducing preventable readmissions, and supporting families managing complex conditions with clearer, clinically aligned guidance at home.

ClinicalOperationalValue-based careDigital & data
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Clinical

Care transitions, complex chronic programs, hospital-at-home, and safety/quality teams.

Operational

Navigation, care coordination, discharge planning, and post-acute workflows.

Financial & VBC

Readmission reduction, risk-bearing entities, and value-based care contracts.

Digital & data

Digital innovation, data strategy, and AI teams building the next layer of care.

What hospitals gain

A partnership with Apiary Labs will be centered on learning and demonstrating value across quality, safety, experience, and operational efficiency.

Fewer avoidable readmissions and complications

Our guidance engine is being built to translate complex orders into clearer, step-by-step support at home, so high-risk patients receive more consistent structure after they leave the hospital.

Support for Family Health Navigators

Family Health Navigators manage medications, transitions, specialist coordination, and symptom monitoring. We are working to build a system fortified by clinical reality instead of consumer apps and spreadsheets.

Extended capacity without new FTEs

Vera will support Family Health Navigators and patients with accurate, explainable guidance that stays anchored to the clinical plan, so care teams can focus on the highest-risk situations and nuanced decisions.

Stronger continuity across settings

We are building our intelligence layer to act as connective tissue across inpatient teams, outpatient providers, and the home through Family Health Navigators, so gaps that often drive preventable risk and cost become visible and addressable.

How we work with partners

Our model is designed for fast learning, focused cohorts, and early signals of impact aligned with shared clinical and operational goals.

Phase 1

Discovery

Map priority populations, transition pathways, and existing navigation efforts. Identify readmission hotspots, chronic complexity groups, and caregiver readiness factors.

Phase 2

Co-design & integration

Collaborate with clinical, operational, and IT teams to align workflows. Integrate using secure FHIR APIs and follow your data governance and compliance standards.

Phase 3

Pilot & learn

Launch with focused cohorts and defined metrics. Track navigation burden, adherence, symptom follow-up, high-risk readmission categories, and experience measures with ongoing support.

Why Apiary Labs

We are Family Health Navigators who know firsthand that clinical intent often breaks down at the moment it matters most: when care shifts from hospital to home. Apiary Labs was founded to build the intelligence layer that connects discharge instructions, orders, and care plans to the real work families do between visits.

Our goal is to give Family Health Navigators clearer next steps and to give care teams better visibility into how complex care is carried out at home. Partnerships begin with focused cohorts and a few shared measures, so early impact is visible across quality, safety, and value-based care.

What sets Apiary Labs apart

  • Clinically aligned intelligence shaped by practicing clinicians, data scientists, and behavioral researchers.
  • Safety-first architecture that emphasizes provenance, explainability, and traceability for every recommendation.
  • Design grounded in the lived experience of Family Health Navigators who operate complex care at home.
  • Engineering discipline focused on reliability, performance, and security in high-stakes environments.
  • A platform that can support multiple chronic conditions and transition programs, not a single point solution.

Ideal partners and programs

We work best with teams focused on high-impact transition and complexity programs.

  • Post-acute and transition of care programs
  • Readmission reduction initiatives
  • Chronic care and complexity management
  • Navigation and care coordination teams
  • Home health and hospital at home
  • Value-based care and risk-bearing entities
  • Safety, quality, and patient experience leaders
Interested in a focused pilot or co-designing around your highest-risk populations? We are currently lining up a small set of early health system partners.
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Apiary Labs

Vera is an AI co-pilot that supports care navigation. It does not replace clinicians or medical judgment.