Queue Health Index
The diagnostic methodology behind faster, more defensible contact centre assessments and platform improvement plans.
QHI scores the operational health of a contact centre queue on a 0-100 scale across dimensions that consultants and platform specialists already investigate, but with repeatability, confidence, and traceability built in.
Higher scores indicate a healthier, cleaner, more resilient operational queue.
Configuration Health
Structural cleanliness, queue sprawl, skill overlap, wrap-up taxonomy, and accumulated configuration debt.
Routing Health
How effectively contacts reach the right destination as customer demand, skills, and operating models change.
Agent Experience
Signals of workforce friction, avoidable strain, and the operational drag placed on frontline teams.
Operational Efficiency
Leakage, delays, handling inefficiency, queue imbalance, and opportunities to simplify flow.
Automation Potential
A separately scored opportunity lens for where automation genuinely fits the contact profile.
Defensible by design
Every score traces back to the signals that produced it.
QHI exists to keep experienced judgement while removing the weaknesses of manual assessment: slow production, inconsistent scoring, and findings that are hard to defend.
- 1Signal extraction
IngeniusFlow normalises queue exports and extracts the operational signals required for assessment.
- 2Dimension scoring
Each queue is scored across health dimensions using consistent thresholds and weighted indicators.
- 3Confidence weighting
Scores show how much the system trusts the result based on signal completeness and quality.
- 4Pattern language
Findings are expressed as named patterns consultants and clients can discuss clearly.
Platform agnostic
Works from queue telemetry your platform can export.
QHI is designed for Genesys Cloud, Amazon Connect, NICE CXone, and on-premise environments because the methodology focuses on operational signals rather than one vendor's data model.
That makes it useful for estate-wide assessment, transformation planning, consulting engagements, pre-automation discovery, and professional services delivery across the platforms you already operate.
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