What challenges did MultiScale Health Networks face before AI implementation?

MultiScale needed a platform that supports large amounts of daily data processing with robust data protections to meet the security needs of healthcare providers. It needed secure communication and collaboration across clinical and operational data.

What was the impact of the AI solution?

According to the article, MultiScale reported a 26 percent reduction in ED patients leaving without being seen and a 33 percent reduction in length of stay. The platform also streams EHR data in milliseconds instead of hours.

Source

GCPProductionEvidence: Medium65/100

MultiScale Health Networks: Enhancing Patient Care Powering Real-Time Health Systems

Use case typeHealthcare workflow automationUpdated May 10, 2026

MultiScale Health Networks uses Google Cloud to power MultiScale Hive, a real-time health system for healthcare providers. The platform helps clinicians communicate more securely, collaborate on EHR and health operations data, and act on patient issues in real time.

Organization: MultiScale Health Networks
Industry: Healthcare
Location: United States
Published: May 2026

Reported outcomes

−26%

ED patients leaving without being seenOther quantified impact

−33%length of stay

Strategic outcomes

Risk & complianceMaintained HIPAA complianceSpeed & agilityStreams EHR data in milliseconds instead of hoursInnovation & cultureEnabled machine learning analysis of patient records

Why do we believe this?Outcome claims, sources, and evidence checks

Normalized claim

ED patients leaving without being seen: 26% decrease

Google Cloud Customer StoryMay 10, 2026Customer storyExplicit claimMedium evidence strength

MultiScale reports a 26 percent year-to-date reduction in ED patients leaving without being seen

Normalized claim

Length of stay: 33% decrease

Google Cloud Customer StoryMay 10, 2026Customer storyExplicit claimMedium evidence strength

and a 33 percent reduction in the length of stay

Why do we believe this deployment?Customer identity, provider attribution, maturity, and source checks

Customer: MultiScale Health Networks
Provider: GCP
Maturity: Production
Linked source: Google Cloud Customer Story

It needed secure communication and collaboration across clinical and operational data

Customer identity supportedSource describes one deploymentMaturity supported

Primary read

Use case focus

Showing 2 of 2

1Healthcare workflow automation
2Real-time analytics

MultiScale needed a platform that supports large amounts of daily data processing with robust data protections to meet the security needs of healthcare providers.
It needed secure communication and collaboration across clinical and operational data.

MultiScale Hive apps use Cloud Bigtable and Google Kubernetes Engine to support the platform.
The Hive ED app tracks patient timelines, automates alerts, and helps staff prepare inpatient rooms sooner.
Google Cloud encryption helps the company maintain HIPAA compliance and protect patient data.
The platform also gives MultiScale the ability to develop machine learning tools for readmission analysis.

Technologies

Cloud Bigtable Google Kubernetes Engine

According to the article, MultiScale reported a 26 percent reduction in ED patients leaving without being seen and a 33 percent reduction in length of stay.
The platform also streams EHR data in milliseconds instead of hours.

Sources & evidence1

Evidence: Medium65/100Evidence strength