Back to Overview

Engagement Proposal

GX Core + AI Enhancement Platform for Symphony Health Solutions

Executive Summary

Symphony Health Solutions processes data from 150+ suppliers covering 95% of the US prescription market. Current quality control relies on ~20 analysts using manual processes with static thresholds that miss seasonality patterns and provide no client-level impact visibility.

We propose implementing a GX Core + AI Enhancement Platform that leverages SHS's existing Great Expectations investment while adding intelligent capabilities: dynamic thresholds that adapt to patterns, automated anomaly detection, and client impact analysis that translates enterprise metrics to actionable insights.

This solution plugs into your existing Oracle pipeline without requiring infrastructure overhaul, delivering value in weeks rather than months.

Proposed Solution

GX Core Foundation

Leverage your existing GX investment with a tailored expectations suite for healthcare data.

  • Z-score outlier detection
  • NDC code validation
  • Distribution analysis

AI Enhancement Layer

ML-powered intelligence that adds dynamic capabilities on top of GX Core.

  • Seasonality awareness
  • Dynamic thresholds
  • Client impact analysis

Quality Dashboard

Real-time monitoring with actionable insights and automated workflows.

  • Supplier health scores
  • Trend analysis
  • Jira integration

Engagement Phases

1

Discovery & Design

2-3 weeks

Deep dive into current QC processes, data patterns, and integration points.

Stakeholder interviewsData profilingArchitecture design
2

Pilot Implementation

4-6 weeks

Build and deploy for 3-5 pilot suppliers with full capability stack.

GX expectations suiteML threshold engineDashboard deployment
3

Scale & Optimize

6-8 weeks

Expand to all suppliers and refine ML models based on pilot learnings.

Full supplier rolloutModel tuningTraining & handoff

Proposed Team

Engagement Lead(1)
Part-time
Data Engineer(1-2)
Full-time
ML Engineer(1)
Full-time
Frontend Developer(1)
Part-time
QA Engineer(1)
Part-time

Investment Summary

Phase 1: Discovery$XX,XXX
Phase 2: Pilot$XX,XXX
Phase 3: Scale$XX,XXX
Total Investment$XXX,XXX

* Final pricing based on discovery findings

Why Bounteous

Healthcare Expertise

Deep experience in healthcare data governance and HIPAA compliance

GX Core Experience

Proven implementations of Great Expectations across enterprise clients

Rapid Delivery

Agile methodology with working software delivered every sprint

Knowledge Transfer

Focus on enabling your team to own and extend the solution

Ready to Get Started?

Let us discuss your specific needs and tailor a solution for SHS.