Clinical AI Workflows

Structured narrative. Uncompromising safety.

Generic AI tools were built by people who understand AI. The Anoteros Clinical Workflow Tool was built by people who understand AI and health plan clinical operations — UM, Care Management, and Appeals & Grievances — from the inside. That difference shows up in every workflow.

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When the Tool Doesn't Know the Work

Initial AI Strategy: Most health plans that have rolled out AI began by giving their teams access to general-purpose tools.
The Rationale: This approach made practical sense because these tools are powerful, widely available, and easy to deploy.
The Expectation: Management anticipated that clinical staff would naturally find ways to put them to work, assuming a boost in productivity would follow.
The Reality: Despite the tools' capabilities, the actual operational results have often been underwhelming.

Lack of Role & Regulatory Awareness: Generic tools were built without an understanding of how a UM nurse processes prior authorizations, what an A&G specialist needs for a compliant appeal response, or the specific guardrails required in a regulated environment.
No Policy Knowledge: They operate with zero context or knowledge regarding your organization's specific coverage policies.
Inconsistent Outputs: They produce highly variable results based entirely on how a question is phrased, meaning two different clinicians asking the exact same question can receive vastly different answers.

The answer isn't more training on generic tools. It's a tool built by people who already know this work.

“A generic AI tool will give you an answer. What it won't give you is an answer that understands the difference between an expedited appeal and a standard grievance - or why that distinction matters.”

What Is the Anoteros Clinical Workflow Tool?

An AI-powered clinical support environment that works across the full member journey — from prior authorization through care management and into appeals and grievances.

THE INGESTION ENGINE

Prior Authorization (PA) Requests

Medical Records

Discharge Summaries

Appeal Letters

UNSTRUCTURED

STRUCTURED

The Mechanics

Data Extraction: Ingests the unstructured clinical documents your team already works with and extracts and structures the exact information clinicians need to move their work forward.

Ironclad Grounding: Every workflow draws only from verified, whitelisted clinical and regulatory sources.

Audit Defensible: Outputs are strictly consistent, traceable, and audit-ready.

"The Result: Less work around the work, and more time for the actual clinical work."

Built From the Inside Out

Every workflow in the Anoteros Clinical Workflow Tool was designed by clinicians and operators who have worked inside health plan UM, CM, and A&G functions - and who also understand AI at a technical level. Here are just a few examples

UM Nurse

Summarizing LCD/NCD criteria, comparing inpatient vs. observation guidelines, and drafting clinical rationale - supporting the review process without drawing clinician-only conclusions.

Care Manager

Identifying local social services by zip code, drafting care plan goals in SMART format, and simplifying member education materials to a plain-language reading level.

A&G Specialist

Clarifying CFR requirements, comparing standard versus expedited appeal timeframes, and organizing documentation for NCQA or CMS audit readiness.

The Guardrails Matter as Much as the Prompts

Every prompt in the library is built with the human-in-the-loop principle at its center. AI surfaces information and drafts language. Your clinician reviews, verifies, and decides. That’s not a limitation - it’s the right model for a regulated environment.

PHI Protection

Every prompt is structured to avoid inputting or exposing protected health information, with clear guidance on what belongs in the tool and what doesn’t.

Compliance by Design

Guardrails are built into the prompt structure - not added as an afterthought - so outputs stay within the boundaries your organization requires.

Consistent Outputs

Structured prompts produce consistent, clinically appropriate outputs regardless of who is using them or how they phrase the question.

Customizable to Your Plan

We work with each health plan to align the prompt library to your specific policies, approved tools, and operational context.

Designed by Experts. Configured for You.

74 validated clinical workflows - and growing. Designed by clinical and health plan subject matter experts. Configured to your organization during onboarding. Deployed in a HIPAA-compliant, secure Virtual Private Cloud.

Ready to See What Purpose-Built Looks Like?

Schedule a conversation with our team to discuss what the Anoteros Clinical Workflow Tool could look like for your organization.

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