Personalized care plan agent

Creates individualized care plans from EHR data by parsing medical data
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Create an agent that turns EHR data and clinical guidelines into a personalized care plan by parsing diagnoses, meds, and labs, then recommending steps, goals, and follow up timing in clinician friendly Markdown for EHR entry.

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Why you need it


Care planning takes time and often requires flipping between labs, meds, diagnosis codes, and clinical guidelines. This agent pulls everything into one workflow. It reads EHR data, interprets the clinical picture, and generates a structured care plan with recommended interventions, goals, and follow up timing. The final output is formatted in clean Markdown that can be copied directly into the EHR which reduces cognitive load and gives clinicians more time with patients instead of documentation.

What you need in Vellum

  • Input fields for diagnosis codes, medications, and lab values
  • Access to clinical guidelines as reference material or integrated source
  • Logic to map diagnoses and labs to appropriate interventions and follow up
  • Output template that formats care plans in Markdown
  • A workflow or agent trigger for new or updated patient data

Created By
Anita Kirkovska
Last Updated
December 4, 2025
Categories
AI Agents
Document extraction
Tools

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sucCCESS STORIES

Hear it from our customers

We know the power of AI, but how do we make it secure and ensure that we're not compromising privacy and security while still providing value? Vellum has been a big part of accelerating that experimentation part, allowing us to validate that a feature is high-impact and feasible.
Pratik Bhat
ai Product manager
We sped up AI development by 50 percent and decoupled updates from releases with Vellum. This allowed us to fix errors instantly without worrying about infrastructure uptime or costs.
Jordan Nemrow
Co-Founder & CTO @ Woflow
Vellum helped us quickly evaluate prompt designs and workflows, saving us hours of development. This gave us the confidence to launch our virtual assistant in 14 U.S. markets.
Sebi Lozano
Sr. Product Manager @ Redfin

FAQ

How does the agent generate the care plan?

It analyzes diagnosis codes, medications, and lab trends then compares them with guideline based recommendations to build a personalized care plan.

What does the output include?

Recommended care steps, short and long term goals, lifestyle guidance where appropriate, and suggested follow up intervals.

Can it handle multiple conditions at once?

Yes. It can merge guidelines from several diagnoses and prioritize overlapping treatments to avoid conflicting recommendations.

What format is the final output delivered in?

The plan is generated in clinician-friendly Markdown so it can be pasted into an EHR with minimal editing.

Can I customize guidelines or intervention logic?

Yes. You can update prompts or add condition specific guideline inputs to refine how plans are generated.