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Custom Robotic Process Automation (RPA) Solutions Custom Robotic Process Automation (RPA) Solutions Custom Robotic Process Automation (RPA) Solutions
Private Equity Healthcare Automation

Operational leverage for PE-backed healthcare platforms.

A repeatable playbook for EBITDA expansion and enterprise value creation across portfolio companies.

15–30% Admin cost reduction
3–7% Collections lift
10x EV impact at exit multiples

Portfolio-level value creation

A quantified lever for EBITDA expansion.

At healthcare provider platforms, administrative functions like billing, revenue cycle, scheduling, HR operations, and related workflows often represent a meaningful recurring cost base.

Targeted automation can conservatively pull a portion of that cost base out of the business. When those savings become recurring EBITDA, the impact compounds at exit.

Simple math: Every $1 of recurring EBITDA can become $10 of enterprise value at a 10x exit multiple.

EBITDA → Enterprise Value

Illustrative annual impact from admin automation

Revenue Admin Spend Savings EV Impact
$25M ~$1.5M ~$300k ~$3M
$50M ~$3M ~$600k ~$6M
$100M ~$6M ~$1.2M ~$12M

Assumes admin spend at ~6% of revenue, ~20% automation savings, and a 10x exit multiple.

Proof

Automation that shows up in operating leverage.

Case Study 01

Growth without headcount expansion

Prior authorization automation helped a provider reduce auth staffing from 3 FTE to 1 FTE while absorbing five additional clinics without hiring new administrative staff.

3 → 1 Auth FTE reduction
+5 Clinics absorbed
$2.8–3.5M Enterprise value created
Headcount path: traditional vs automated Headcount path: traditional vs. automated 8 7 6 5 4 3 2 1 ADMIN FTE 3 FTE ~5-6 FTE 1 FTE traditional staffing path starting state ~4-5 FTE of operating leverage capacity unlocked Starting with automation +5 Clinics added OPERATIONAL SCALE Loaded FTE cost reflects industry-typical fully-loaded healthcare administrative roles (~$70K). Linear staffing assumption represents pre-automation operational baseline.

Case Study 02

13x ROI with first-year payback

A front-loaded automation program across high-volume RCM and compliance workflows produced recurring annual benefit with ongoing cost dropping materially after year one.

~$1M Invested
~$13.6M Returned
~$27M Equity value at 10x
$2.8M
$0.63M
Year 1
$2.7M
$0.1M
Year 2
$2.7M
$0.1M
Year 3
$2.7M
$0.1M
Year 4
$2.7M
$0.1M
Year 5

The playbook

Workflows where automation creates measurable leverage.

We start with workflow analysis, then match the right approach to each use case: AI, RPA, payer-specific bots, custom integrations, or process redesign.

Eligibility Verification

Constraint

High-volume, payer-specific checks and elevated error rates.

Approach

Payer bots, exception workflows, and clearinghouse integration.

Denial rejection ↓20–40%

Prior Authorization

Constraint

Manual intake, payer variability, and document handling drive delays.

Approach

RPA, AI document parsing, and workflow routing.

Auth cycle time ↓20–50%

Payment Posting

Constraint

Manual EOB processing and reconciliation create backlog and errors.

Approach

ERA bots, EOB conversion, and reconciliation controls.

Posting speed ↑2–4x

Denials Management

Constraint

Inconsistent root-cause identification limits recovery rates.

Approach

AI categorization and automated recovery workflows.

Denial recovery ↑15–30%

Collections

Constraint

Manual invoicing and follow-up reduce collections performance.

Approach

Automated billing workflows and follow-up sequencing.

Patient collections ↑5–10%

Reporting & Analytics

Constraint

Fragmented data across systems limits visibility and control.

Approach

Custom data pipelines and a centralized reporting layer.

Reporting lag ↓80–90%

Coding + Chart Audit

Constraint

Manual and inconsistent review creates compliance risk and missed revenue.

Approach

AI-assisted review with human-in-the-loop controls.

Audit coverage ↑3–5x

Why workflow fit matters

Applying a single tool across every workflow produces inconsistent outcomes. The value comes from identifying the right operational constraint and matching it to the right automation approach.

How we engage with sponsors

A structured path to validating value at the portfolio level.

We typically start with a portfolio-level diagnostic across one or two platforms, identify high-impact workflows, size the ROI, and define a prioritized automation roadmap.

From there, Simple Fractal builds, runs, and supports the automation as an embedded partner: consultative design, deep healthcare domain expertise, and long-term operational support.

01

Introduction

~30 mins

Assess fit and the leverage hypothesis with RCM or operations leadership.
02

Workflow Walkthrough

~60 mins

Map the highest-volume admin workflows and size the top 2–3 opportunities.
03

Scoped Diagnostic

~2 weeks

Validate the approach, ROI projections, and technical path to execution.

Ready to evaluate the opportunity?

Select a portfolio company and we’ll identify, size, and validate the automation opportunity.