Healthcare Data Warehouse Business Intelligence

Invo Healthcare From Gut Feeling to
Data-Driven Strategy

A $750M healthcare provider serving 70,000+ children across 27 states needed to understand true profitability at the community level. We built the attribution model that made strategic decisions possible.

27 States Analyzed
70,000+ Children Served
Bottom-Up Profitability Model
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01

The Challenge

Invo Healthcare is the nation's leading provider of behavior, mental health, and therapy services in schools — serving over 70,000 children annually with 2,500+ clinicians across 27 states. But at this scale, strategic decisions were flying blind.

The community healthcare space is notoriously complex. Revenue comes from multiple sources: Medicaid reimbursements, federal grants, school district contracts, insurance payments. Costs are distributed across clinicians, supervisors, travel, materials, and administrative overhead. Understanding whether a specific community, district, or service line is actually profitable requires attributing costs and revenues at a granular level — something most healthcare organizations simply cannot do.

Leadership needed answers to critical questions: Which communities should we expand into? Which service lines are underperforming? Where are we losing money without realizing it? Without a bottom-up profitability model, these decisions were based on intuition rather than evidence — a risky approach for a company with $750M in annual revenue.

$750M Annual Revenue
2,500+ Clinicians
50+ Service Disciplines

Complex Revenue Streams

Medicaid, federal grants, school contracts, and insurance payments — each with different rates, rules, and timing across 27 states.

Geographic Complexity

Operations spanning 27 states with varying reimbursement rates, regulations, and cost structures that defied simple analysis.

Attribution Gaps

No system to properly attribute indirect costs, shared resources, and overhead to specific communities, districts, or service lines.

02

Our Approach

We built a bottom-up profitability model that attributed every dollar of cost and revenue to its source — enabling true unit economics at the community, district, and service line level.

01

Data Unification

Integrated financial systems, clinical systems, HR data, and operational metrics into a unified data warehouse with consistent definitions across all 27 states.

02

Attribution Framework

Designed a multi-level attribution model that properly allocated direct costs, shared resources, supervision overhead, and corporate expenses to each unit of analysis.

03

Revenue Normalization

Standardized revenue recognition across different payer types, reimbursement schedules, and state-specific Medicaid rules to enable apples-to-apples comparisons.

04

Strategic Dashboards

Built executive-level analytics with drill-down capability — from national view to state, community, district, and individual service line profitability.

03

The Solution

Decision Support Platform

The data warehouse we built became the foundation for strategic decision-making at Invo. For the first time, leadership could see exactly where the company was making money, losing money, and where opportunities existed for optimization or expansion.

  • Bottom-up profitability at community, district, and service line level
  • Attribution-based cost allocation across all expense categories
  • Cross-state revenue normalization for accurate comparisons
  • Executive dashboards with hierarchical drill-down capability
  • What-if scenario modeling for expansion decisions
Analytics Architecture
Sources Financial, Clinical, HR
Core Data Warehouse
Model Attribution Engine
Output Strategic Dashboards
04

The Results

27 States
Unified View

Complete profitability visibility across all operating regions.

Bottom-Up
Attribution

True unit economics at community and service line level.

Strategic
Decisions Enabled

Data-driven expansion and optimization decisions.

Executive
Visibility

Leadership dashboards with drill-down to any level.

"For the first time, we can see exactly where we're making money and where we're not. This isn't just reporting — it's the foundation for every strategic decision we make."
Executive Leadership Invo Healthcare

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