Detect 360™
Explainable AI-Powered Dynamic Insight Engine
Uncover issues you don’t know exist. Capture value you would have missed.
“The most valuable opportunity may be the one no report or rule was built to find.”
Move from retrospective reporting to proactive opportunity discovery
Healthcare analytics is hypothesis-driven and retrospective. Analysts can only find what they already suspect. As a result, significant issues across populations can go undetected. Findings that do surface lack the why and the next step. Emerging and undetected cost, quality, and care risks go unnoticed until they are expensive or are never found at all. Detect 360 changes that by continuously monitoring member populations to surface cost, quality, and utilization risks before they become a problem.
Turn hidden signals into explainable, prioritized ROI
Detect 360 is an explainable, AI-powered dynamic insight engine native to the MedeAnalytics health data management platform, Health Fabric™. It helps payer and population health teams discover high-impact members and cohorts, understand the evidence and drivers behind each finding, validate opportunities with human expertise, and route approved opportunities to the teams responsible for action. The result is fewer blind spots and a clearer path from intelligence to measurable value.
How Detect 360 turns unknown risk into explainable and trusted action
Unlike static reports, rule-based risk scores, and AI that lacks transparency, Detect 360 combines proactive discovery, explainability, human validation, and workflow on a trusted enterprise healthcare data foundation. Detect 360 helps teams:
- Uncover emerging and undetected issues and risks across cost, quality, utilization, and care
- Discover dynamic cohorts and populations that traditional reports and rules may miss
- Understand root causes, signal drivers, supporting evidence, and relevant member-level context
- Prioritize opportunities by expected impact and other organization-defined criteria
- Apply human review and approval before findings move into operational workflows
- Route validated opportunities into accountable worklists for care management and other teams
- Maintain a transparent audit trail and improve detection over time through user feedback
The MedeAnalytics advantage for explainable healthcare intelligence
Detect 360 is built to discover missed and emerging opportunities without separating AI from the trusted healthcare data, governance, and workflows organizations already use. That is why Detect 360 is:
- Purpose-built for healthcare, with payer data, terminology, analytical context, and operational use cases in mind
- Native to the MedeAnalytics platform Mede Health Fabric™
- Designed to identify both known risks and “unknown unknowns” through dynamic discovery
- Explainable, with root-cause context, supporting evidence, and signal drivers behind findings
- Human-guided with configurable audit and approval steps before opportunities reach action teams
- Governed through role-based access and transparent review history
- Workflow-connected to turn validated insights into prioritized action with clear accountability
- Explainable AI with evidence, context, drivers, and transparent review to make decisions easier to evaluate, audit, and defend
Detect 360 supports human decision-making and operational action. It does not provide clinical advice.
What opportunities are hiding in the populations no one thought to examine?
1. Discover
Findings are grouped into cohorts. Dynamic Cohorts are patterns Detect 360 discovers on its own and that don't match any existing rule.
2. Audit, Validate, and Approve
Opportunities have cleared audit and approval. This is where validated findings become action.
3. Act
The Member Profile brings everything Detect 360 knows about a member into one place.
Explore the platform behind Detect 360
MedeAnalytics market-leading health data management platform, Mede Health Fabric®, is the trusted enterprise healthcare data foundation that makes proactive discovery possible. It brings together data from across the organization, applies healthcare-specific context and governance, and activates analytics, AI, and workflow from a single foundation. Detect 360 builds on that foundation to identify undetected and emerging opportunities, explain what matters, and help teams move toward measurable action.
Connect with us today to discover the value hidden in your healthcare data.
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