WIN Data Infrastructure

June 23, 2026 · Forward Health Group

AHW |
WCHQ
WIN Data Infrastructure June 23, 2026
Wisconsin Now (WIN) · Data Partnership

A framework for how FHG and WCHQ
work together on WIN

Two paths. One shared goal — a defensible, high-quality measurement layer for Wisconsin's hypertension program.

Location
1 S Pinckney St · Suite 301 · Madison
Phase 1 sites
Sixteenth Street · Froedtert
Patient enrollment
November 1, 2026

FHG and WCHQ are both named WIN data partners

Both organizations are named in the WIN data architecture. The division of labor is clear: WCHQ holds the HCO relationships and the BAAs. FHG builds the measurement layer from raw data. Today's conversation is about how those two roles connect.

The WIN ecosystem — where FHG and WCHQ sit

Outcome Buyers
Molina Healthcare · Chorus Community Health Plans
HCOs delivering the TAG model
Froedtert · Sixteenth Street · Ascension · Advocate Aurora
Actionable, Transparent Data
WCHQ · WHIO · Forward Health Group · WISHIN
Investors
Advancing a Healthier Wisconsin · Milwaukee Bucks · D.E.E.R · Gener8tor

A shared Wisconsin healthcare history

2004
Michael Barbouche, Pam Kittleson, and Kate Nisbet were central to the advancement and launch of the WCHQ measurement model.
2006
Michael was centrally involved in the development and launch of WHIO — Wisconsin's all-payor claims data platform.
2024–
FHG named by AHW as the WIN data infrastructure partner. Working with Karen Kmetik, Tony DeFranco, and Devarati Syam throughout program development.

Two data-flow architectures — one for each HCO relationship type

How data reaches FHG depends on the HCO's existing WCHQ relationship. Both deliver the same outcome: raw, unfiltered data into FHG's measurement layer. WCHQ's role in Path B is active, not passive — holding the HCO relationships and BAAs that make the data flow possible.

When FHG signs directly with the HCO

FHG Direct

FHG executes a BAA directly with the participating health system. Raw EHR data flows to FHG.
FHG
BAA
Health
System
EHR + RPM
Raw
Data
curate
FHG
Data Layer
  • FHG and the participating HCO sign a direct BAA — the standard path when no WCHQ intermediary exists
  • Raw EHR and Validic RPM data flows directly from the HCO to FHG — unfiltered, untransformed
  • FHG curates all data objects and builds the WIN measurement layer from source
FHG ↔ HCO direct
When WCHQ holds the HCO relationship

WCHQ as Data Conduit

The HCO is an existing WCHQ member. WCHQ holds the BAA and the HCO relationship. FHG enters as a subcontractor — data flows through WCHQ.
WCHQ
Member HCO
existing BAA
WCHQ
subcontract
FHG
raw data
Raw
Data
  • WCHQ already holds a BAA with the HCO through their existing member relationship — no new agreement needed at the HCO level
  • FHG enters as a subcontractor, receiving raw, unfiltered data through WCHQ's existing data relationship
  • FHG builds and curates all data objects and measurement from source — WCHQ is the conduit, not the builder
HCO → WCHQ → FHG

WIN is in motion. Both paths are already active.

The shared deadline is November 1 patient enrollment. Here's where we are right now.

▶ In Progress — FHG Direct

Sixteenth Street Community Health Centers

FHG has signed the BAA with Sixteenth Street. We met with their leadership last week and are meeting again this week. The engagement is deep and committed — and this relationship will extend well beyond WIN's boundaries, supporting the economic buyer model and community health mission that makes WIN work.

✓ BAA signed ✓ Leadership meeting — last week ● Meeting this week

Froedtert, Ascension, and Advocate Aurora

For Froedtert, Ascension, and Advocate Aurora — all WCHQ members — WCHQ's existing relationships create a natural data conduit. FHG enters as a subcontractor. Today's conversation is the start of that arrangement.

Froedtert Ascension Advocate Aurora

Raw. Unfiltered. Non-transformed.

FHG curates data from source — building every data object, every measure, every calculation — and publishes all of it back to support the WIN Research Sandbox.

01

Source data only

FHG requires raw, untransformed data from the originating system. No pre-aggregation, no vendor-processed feeds.

02

FHG curates the objects

All data objects, code sets, measurement definitions, and calculation logic are built and maintained by FHG from the raw source.

03

The data is never ours

The data belongs to AHW and the participating sites. FHG's role is infrastructure — building, running, and publishing to the WIN Research Sandbox.

The WIN Research Sandbox

FHG builds, curates, and publishes all WIN measurement into a Research Sandbox — the shared analytical surface for AHW and its partners.

What the Research Sandbox is

The WIN Research Sandbox is FHG's canonical output layer — where raw clinical and financial data, after curation, becomes usable measurement for AHW, the participating sites, and approved partners.

For WIN: BP control rates, TAG model outcomes, enrollment cohort performance, and plan-level reimbursement metrics — all in one defensible, auditable, shareable surface.

FHG drives and publishes all data back to support the research. The determination of what WCHQ accesses from the Sandbox is a judgment call that belongs to AHW and the participating sites.

Data ownership

AHW Endowment
Investor and steward of the WIN data mission. Determines what the Sandbox enables and who accesses it.
Participating sites
Sixteenth Street, Froedtert, Ascension, Advocate Aurora — each site owns its own patient data.
WCHQ
Sandbox access is a decision for AHW and the sites to make — and one FHG fully supports.
FHG
Infrastructure operator. Builds, curates, and publishes. The data is never FHG's.

WCHQ as the statewide measurement platform

WIN is the model. The goal is to establish WCHQ as the measurement platform that carries these metrics and outcomes into broader expansion across Wisconsin — driving new participants, new data programs, and new revenue for WCHQ and the ecosystem.

FHG demonstrates the data infrastructure work — and WCHQ takes it statewide through its network of HCOs and primary care physicians.

35
HCOs in WCHQ's network — the scale this measurement platform needs
5,000+
Wisconsin primary care physicians connected through WCHQ monthly EHR feeds
Nov 1
Patient enrollment begins — the shared deadline this collaboration is built around