CUSTOM AI AGENTS

Build AI agents for the workflows unique to your organization

Fully autonomous,
fully agentic AI

If a human can do the work, an AI agent can run it. Magical builds custom AI agents trained on your SOPs, systems, and operational rules to automate the work that only exists inside your organization.

Automate any workflow

While many operational tasks are common across healthcare organizations, some workflows are highly specific to your processes, systems, or business model.

Internal operational workflows

Processes unique to your organization’s SOPs.

Complex multi-system workflows

Tasks that span multiple portals, documents, and internal tools.

Unique situational workflows

Work that currently requires teams to navigate systems and perform repetitive tasks.

How Magical agents execute real operational work

Your team provides business-level instructions describing how work should be completed. Magical agents then…

  • log into systems

  • retrieve information

  • reason through workflow steps

  • complete tasks

  • verify accuracy

Get any custom agent up and running in 4-6 weeks

Get any custom agent up and running in 4-6 weeks

  1. Capture the workflow

Your team shares the SOP and operational logic.

Intelligent PDF processing

Extract data from any PDF and populate it into online forms instantly. From medical records to insurance forms, Magical's AI agents handle it all.

AUTOMATE

Data Extraction

Smart Field Mappings

One-Click Setup

AI-powered resilience

Our AI agents adapt to changes and handle edge cases automatically, ensuring your automations keep running reliably.

AUTOMATE

Self-Healing Workflows

Error Handling

Error Handling

  1. Configure the agent

Specialized agents are assigned to handle tasks like login, document processing, reasoning, and computation.

  1. Supervised training

The agent runs the workflow while Magical monitors and flags edge cases for review.

Examples of custom agents built for healthcare organizations

Colon cancer screening automation

Identifies eligible patients and automatically distributes screening kits.

Underpayment
detection

Reviews payer remittances and flags reimbursement discrepancies.

Caregiver compliance checks

Verifies caregiver eligibility and exclusion lists.

Automate with an agent tailor-made for your workflows