Introducing XY MCP. Connect Claude Code or any MCP client to XY agents, Knowledge Bases and integrations.

Discover
XY.AI LabsThe AI native company
for Healthcare
Get Started

Financial Assessment

Healthcare benefits are a complex matrix — and for financial advocates, that complexity turns into a daily manual grind.

Problem

The Challenge

Healthcare benefits are a complex matrix: employer policies, regional rules, insurance coverage, negotiated pricing, and treatment plan details all shape what a patient owes.

For financial advocates, that complexity turns into a daily manual grind:

5–10 tabs open at once

Bouncing between EHR, spreadsheets, document templates, and reporting tools

Doing calculations, double-checking, and filling in estimate docs by hand

It's high-stakes work where mistakes create confusion and rework — and it burns time that could be spent supporting patients.

Solution

The Solution

An end-to-end Financial Assessment workflow that automates the heavy lifting behind cost estimation

  1. 1

    Gather inputs across systems

    XY's agents pull the required context from wherever it lives — including the EHR, spreadsheets and calculators, Google Doc templates, and reports (e.g., Metabase outputs).

  2. 2

    Generate a draft financial assessment in the existing template

    Instead of starting from scratch, XY creates a draft assessment directly into the Google Doc format the team already uses — pre-filled with the relevant inputs and math.

  3. 3

    Human-in-the-loop review by the Financial Advocate

    Navigators get everything in one place and can quickly validate edge cases, apply judgment, and finalize.

Outcome

Why It Matters

This turns a multi-system, high-friction workflow into a streamlined decision step — cutting the majority of the clicks and calculation overhead while keeping navigators fully in control.

of wasteful clicks saved daily

~1,000s

of time saved with automation

~75%

Ready to automate this workflow?

See how XY.AI can transform your payers operations with a personalized demo.

For AI agents