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AI-Powered Healthcare

Welkin for AI health products: Your scalable backend for patient-centered care

AI-powered healthcare startups are transforming care delivery
with predictive models, personalized journeys, and integrated expert support.

But scaling is hard when you’re also managing clinical systems, patient data, and workflows.

Building a compliant, robust backend takes 12–18 months

Time that could be spent improving your core product

Empowers digital health companies to build patient-facing AI products with coaching, tracking, and remote monitoring – while we handle the backend complexity.

Stay focused on what matters most:
delivering impactful care.


Connect your product to Welkin’s comprehensive care management platform via APIs, including:

Why AI-first companies choose Welkin

Modular Care Plans & Task Automation

Easily define patient journeys with dynamic care plans, structured tasks, and scheduled check-ins. Patients are automatically assigned personalized workflows based on onboarding data.

Rich Data Model with Custom CDTs

Track anything – steps, sleep, food, water, even AI-detected caloric intake from images. Define your own Custom Data Types (CDTs), build flexible trackers, and write/read via API.

Embedded Forms & Assessments

Trigger and collect data from forms embedded directly into the care journey. Use them for clinical documentation, surveys, or reporting back to providers.

Integrated Health Coaching & Scheduling

Let patients book 1:1 sessions with health coaches. Welkin handles calendar management, availability logic, and appointment workflows to reduce no-shows and streamline engagement.

Real-Time Patient Monitoring

Ingest wearable and device data via mobile SDKs or APIs. Store and visualize time-series data to inform care plans and track health KPIs like step count or weight trends.

Population Views with Smart Filtering

Use Welkin’s configurable homepage to create filtered, dynamic patient cohorts. Surface key metrics, segment populations, and take bulk actions like messaging or form assignment.

Built for scale, built for customization

Data Aggregation & Reporting

Support reporting to health systems with data collected via forms or structured logs. Integrate with tools like Snowflake and OpenSearch for advanced analytics and KPI benchmarking.

White-Label Ready

Deploy branded experiences for enterprise customers with their own URL, IDP, and environment. Welkin supports white-labeled deployments that feel custom, without needing to build your own infrastructure.

AI-Ready Infrastructure

Welkin’s open architecture makes it easy to integrate AI capabilities like summarization, patient insights, and real-time decision support using LLMs. Structured data can be used with your own Bedrock or OpenSearch vector queries, supported by a native OpenSearch database in Welkin.

Built-in Compliance & Auditability

HIPAA-ready with field-level PHI protection, secure messaging, audit trails, and access controls. Built for the demands of regulated clinical environments.

Security & Compliance

HIPAA-compliant by design

AES-256 encryption, audit logging, MFA

SOC 2 Type II certified infrastructure

Regular penetration testing

Robust disaster recovery (99.9% uptime SLA)

Who this helps

Founders

Stop wrestling with infrastructure. Launch AI + provider workflows – far faster.

Developers

Use secure APIs, custom data types, and real-time streams.

Care Teams

Automate routine work. Receive AI alerts. Decide when to jump in. Optionally use device data.

Whether you’re launching an AI-first digital health app, a coaching-led program, or a white-labeled solution for enterprise providers, Welkin is your backend infrastructure to deliver and scale care.

Powering the future of hybrid care

Book a demo to learn how you can go live in weeks – not months.

Make your program more care-centric today.