{"product_id":"azalea-triage","title":"Azalea Triage","description":"\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eAzalea Triage\u003c\/strong\u003e \u003cem\u003eIntelligent patient routing engine\u003c\/em\u003e\u003c\/p\u003e\n\u003cp\u003eAzalea Triage ingests unstructured patient-submitted symptoms and requests, performs urgency classification, and routes each case to the appropriate clinical or operational queue via configurable rules and model-driven scoring.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eTechnical capabilities:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eInput processing:\u003c\/strong\u003e Parses free-text symptom descriptions, structured intake forms, and patient requests (portal messages, chat, phone transcripts) into normalized case records\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUrgency classification:\u003c\/strong\u003e Applies a clinical acuity model to score and categorize cases (e.g., emergent \/ urgent \/ routine \/ administrative), with configurable thresholds per care setting\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eRouting logic:\u003c\/strong\u003e Directs cases to the correct destination — clinical team, care coordinator, billing\/admin queue, or escalation pathway — based on classification output plus configurable business rules (specialty, provider availability, payer, location)\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eEscalation handling:\u003c\/strong\u003e Flags time-sensitive or high-acuity cases for immediate human review, with configurable SLAs and alerting\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eAuditability:\u003c\/strong\u003e Logs classification rationale and routing decisions for clinical oversight, QA, and compliance review\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eIntegration:\u003c\/strong\u003e Designed to sit alongside existing EHR\/telehealth intake systems, consuming inbound patient data and pushing routed cases into downstream queues or task systems\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eHuman-in-the-loop:\u003c\/strong\u003e Supports override and correction workflows so staff can adjust routing decisions, which can feed back into model tuning\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eDeployment considerations:\u003c\/strong\u003e Intended for environments with defined clinical escalation protocols and staff review capacity for high-acuity flags; not intended as a standalone diagnostic or autonomous clinical decision-making tool.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003ePricing:\u003c\/strong\u003e $70,000\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eAzalea Triage\u003c\/strong\u003e \u003cem\u003eIntelligent patient routing engine\u003c\/em\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eSystem Architecture\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003e1. Ingestion Layer\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eMulti-channel intake adapters (patient portal API, SMS\/chat webhook, telephony transcript feed, structured EHR intake forms)\u003c\/li\u003e\n\u003cli\u003eNormalization service converts heterogeneous inputs into a unified case schema (patient ID, timestamp, source channel, raw text, structured fields)\u003c\/li\u003e\n\u003cli\u003ePHI-aware preprocessing with field-level encryption at ingestion\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003e2. Classification Engine\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eNLP pipeline: named-entity recognition for symptom\/condition extraction, negation detection (e.g., \"no chest pain\"), temporal reasoning (symptom onset\/duration)\u003c\/li\u003e\n\u003cli\u003eAcuity scoring model: gradient-boosted or transformer-based classifier trained on clinically labeled triage data, outputting a calibrated urgency score (0–1) mapped to categorical bands (emergent \/ urgent \/ routine \/ administrative)\u003c\/li\u003e\n\u003cli\u003eConfidence thresholding: low-confidence classifications auto-route to human review queue rather than forcing a decision\u003c\/li\u003e\n\u003cli\u003eModel versioning and shadow-mode deployment support for safe rollout of updated classifiers\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003e3. Routing Orchestrator\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eRules engine (declarative, e.g. YAML\/JSON-configured) layered on top of model output — combines acuity score with business logic (specialty match, provider capacity, payer\/network rules, geographic\/location constraints)\u003c\/li\u003e\n\u003cli\u003ePriority queueing with weighted fairness to prevent starvation of lower-urgency cases\u003c\/li\u003e\n\u003cli\u003eDestination adapters push routed cases to downstream systems (EHR task lists, care coordination platforms, admin ticketing systems) via REST\/HL7 FHIR\/webhook\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003e4. Escalation \u0026amp; Alerting\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eReal-time alerting service (push\/SMS\/pager integration) triggered on emergent classifications\u003c\/li\u003e\n\u003cli\u003eConfigurable SLA timers with breach notifications\u003c\/li\u003e\n\u003cli\u003eDead-letter queue for failed routing attempts, with automatic retry and fallback-to-human-review\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003e5. Human-in-the-Loop Layer\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eOverride interface for staff to reclassify or reroute cases\u003c\/li\u003e\n\u003cli\u003eCorrection events captured as labeled training data for periodic model retraining\u003c\/li\u003e\n\u003cli\u003eReviewer audit trail (who overrode what, when, rationale)\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003e6. Observability \u0026amp; Compliance\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eStructured decision logs (input features, model output, rule matches, final routing) retained for audit and QA\u003c\/li\u003e\n\u003cli\u003eMetrics pipeline tracking classification accuracy, routing latency, escalation response time, override rate\u003c\/li\u003e\n\u003cli\u003eAccess controls and encryption aligned with HIPAA data handling requirements; full audit logging for compliance review\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003e7. Integration Surface\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eInbound: EHR\/telehealth intake APIs, patient portals, messaging platforms\u003c\/li\u003e\n\u003cli\u003eOutbound: FHIR-compatible case objects, task\/queue systems, alerting\/paging services\u003c\/li\u003e\n\u003cli\u003eSync\/async modes supported depending on downstream system capabilities\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003ePricing:\u003c\/strong\u003e $70,000\u003c\/p\u003e\n\u003cp\u003eHere's a price breakdown for Azalea Triage at $70,000, structured across the typical cost categories for a system like this:\u003c\/p\u003e\n\u003ctable\u003e\n\u003cthead\u003e\n\u003ctr\u003e\n\u003cth\u003eCategory\u003c\/th\u003e\n\u003cth\u003eDescription\u003c\/th\u003e\n\u003cth\u003eEstimated Cost\u003c\/th\u003e\n\u003c\/tr\u003e\n\u003c\/thead\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eCore platform license\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003eClassification engine, routing orchestrator, escalation\/alerting modules (annual license)\u003c\/td\u003e\n\u003ctd\u003e$32,000\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eImplementation \u0026amp; integration\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003eEHR\/telehealth intake connection, FHIR\/HL7 adapters, downstream queue integration\u003c\/td\u003e\n\u003ctd\u003e$14,000\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eModel configuration \u0026amp; tuning\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003eAcuity model calibration, rules engine setup, threshold tuning for care setting\u003c\/td\u003e\n\u003ctd\u003e$8,500\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eData migration \u0026amp; normalization\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003eMapping existing intake formats into unified case schema\u003c\/td\u003e\n\u003ctd\u003e$4,500\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eCompliance \u0026amp; security setup\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003eHIPAA-aligned access controls, encryption config, audit logging setup\u003c\/td\u003e\n\u003ctd\u003e$5,000\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eStaff training \u0026amp; onboarding\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003eHuman-in-the-loop workflows, override\/correction interface training\u003c\/td\u003e\n\u003ctd\u003e$3,000\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eFirst-year support \u0026amp; monitoring\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003eObservability dashboard, SLA monitoring, model performance reviews\u003c\/td\u003e\n\u003ctd\u003e$3,000\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eTotal\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003e\u003c\/td\u003e\n\u003ctd\u003e\u003cstrong\u003e$70,000\u003c\/strong\u003e\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/tbody\u003e\n\u003c\/table\u003e\n\u003cp\u003e\u003cstrong\u003eNotes on structure:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eThis assumes a \u003cstrong\u003efirst-year all-in price\u003c\/strong\u003e (license + implementation), which is typical for enterprise healthcare software — renewal years are usually license + support only (often 60–70% of year-one cost, roughly $40–45K).\u003c\/li\u003e\n\u003cli\u003eActual weighting shifts based on deployment complexity — a single-clinic deployment skews toward implementation being smaller and license being a larger share; a multi-site health system deployment would push integration and compliance costs up.\u003c\/li\u003e\n\u003cli\u003eVolume\/case-count tiers aren't reflected here — if pricing is usage-based (e.g., per-case or per-provider), the breakdown would look different (e.g., platform fee + per-case rate).\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"PingQuack, Penguin Whisper","offers":[{"title":"Default Title","offer_id":50102863397165,"sku":"28462269349570060149","price":70000.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0896\/9843\/5373\/files\/u7811687537_A_anime_glitter_prism_._sign_ping_quack_Retain_ke_8c1b8c7e-400f-4057-9ac7-3656ee038770_2.png?v=1783805130","url":"https:\/\/pingquack.com\/products\/azalea-triage","provider":"PingQuack, Penguin Whisper","version":"1.0","type":"link"}