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Brevor.
AULTMAN HEALTH FOUNDATION
Health systems · 2022

96% deflection on tier-1 patient inquiries.

An 8-week pilot replaced 14 FTE in front-desk routing with Bridge Workspace. Clinician escalations dropped 41%; CSAT held flat.

THE SITUATION

Aultman Health Foundation operates a regional health system serving northeast Ohio. Patient inquiries had grown 38% year over year, and front-desk routing was absorbing 22 full-time roles across three locations.

The system needed to route tier-1 inquiries (appointment scheduling, prescription refills, basic clinical questions) without expanding headcount, and without exposing the clinical AI to unaudited prompts.

Bridge Workspace was scoped as a 90-day pilot in one location, with a clear failure criterion: any unsanctioned model output to a patient would terminate the pilot.

THE CHALLENGE

Replacing routing FTEs without breaking clinical trust.

Aultman's clinical operations team had three constraints. First: no patient-facing AI output without a credentialed-clinician escalation path. Second: every tier-1 routing decision had to be replayable from inputs alone, for compliance review. Third: the pilot had to scale to all three locations within 8 weeks if successful, with no degradation in CSAT. Bridge Workspace shipped with all three primitives in the default deployment.

THE DEPLOYMENT

Eight weeks from scope to scale.

Week 1-2 covered scoping, integration with the existing patient-portal stack, and audit-policy configuration to match Aultman's HIPAA posture. Week 3 was a single-location pilot. Week 4-5 saw 96% tier-1 deflection in the pilot location with zero unsanctioned outputs. Week 6-8 rolled deployment to all three locations. The 14 FTEs were redeployed to higher-complexity patient operations, not eliminated.

RESULTS

Eight-week measured outcomes.

0%
Tier-1 deflection rate
Across 8-week pilot window
0
FTEs redeployed
To higher-complexity operations
0%
Reduction in clinician escalations
Compared to pre-pilot baseline
0
Unsanctioned outputs
Across full pilot duration
The audit trail is what made this possible inside a regulated health system. We could not have deployed any AI without it. Bridge gave us the trail by default.
AULTMAN HEALTH FOUNDATION
VP, Patient Operations
PRODUCTS DEPLOYED

What AULTMAN runs in production.

Bridge Workspace
Behavioral layer for enterprise AI deployments.
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Bridge Health
Behavioral context tuned for clinical environments.
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