What challenges did ViClinic face before AI implementation?

Disconnected healthcare processes created administrative burden and delayed patient care. Incomplete intake data and coding errors could lead to delayed or denied claims. AI needed to operate safely and at scale within regulated clinical workflows.

What was the impact of the AI solution?

Early indicators suggest improvements in revenue capture and reductions in administrative inefficiencies. The agents help move providers faster from intake to care delivery. AI-assisted coding and structured documentation reduce missing elements in claims submissions, supporting more accurate reimbursement and fewer denials.

Source

Agentic AI streamlines healthcare workflows - IBM

Use case typeHealthcare workflow automationUpdated May 26, 2026

ViClinic, a healthcare technology company, set out to streamline end-to-end care workflows across intake, documentation, authorization, care coordination, pre-authorization, coding, billing, and follow-up. The company wanted to reduce administrative burden and avoid delayed or denied claims without compromising clinical decision-making or compliance. IBM watsonx Orchestrate was used to embed governed agentic AI into healthcare workflows with human oversight and auditability.

Organization: ViClinic
Industry: Healthcare
Location: United States
Published: May 2026

Reported outcomes

Strategic outcomes

Other strategic outcomeImproved revenue capture and reduced administrative inefficienciesSpeed & agilityFaster intake-to-care deliveryRisk & complianceGoverned AI with compliance, auditability, and human oversight

Primary read

Use case focus

Showing 3 of 4

1Healthcare workflow automation
2Revenue cycle management
3Claims automation

Disconnected healthcare processes created administrative burden and delayed patient care.
Incomplete intake data and coding errors could lead to delayed or denied claims.
AI needed to operate safely and at scale within regulated clinical workflows.

ViClinic collaborated with IBM to embed governed agentic AI directly into healthcare workflows.
Using IBM watsonx Orchestrate, ViClinic developed multiple AI agents supporting pre-visit intake, clinical documentation, care coordination, pre-authorization, coding, billing, and follow-up.
The Agentic Healthcare Operating System integrates clinical and operational data through a hybrid architecture combining IBM watsonx Orchestrate capabilities, proprietary data services, and IBM infrastructure.

Technologies

IBM watsonx Orchestrate IBM foundation models IBM data services IBM infrastructure

Early indicators suggest improvements in revenue capture and reductions in administrative inefficiencies.
The agents help move providers faster from intake to care delivery.
AI-assisted coding and structured documentation reduce missing elements in claims submissions, supporting more accurate reimbursement and fewer denials.

Architecture

ViClinic's Agentic Healthcare Operating System embeds multiple AI agents with IBM watsonx Orchestrate, governed foundation models, and a hybrid architecture that connects clinical and operational data for real-time, context-aware workflows across patient, provider, and payer processes.

Sources & evidence1

Groundedness: 5/5Type: Customer StoryPublished: May 26, 2026Publisher: IBMEvidence: PrimaryConfidence: High

Primary source

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Customer evidence