Meet Your Agents
Each Llama Pack is a coordinated multi-agent system: a central Orchestrator routes work to specialist agents that share a governed knowledge plane — 24/7.
How Llama Packs are built
Every Llama Pack is a coordinated multi-agent system — a central Orchestrator routes work to specialized agents, each with its own tools and guardrails, while sharing vector and structured knowledge under your governance model.
Pack → agents mindmap
Start from the pack on the left; specialists flow to the right — one swarm per Llama Pack.
Llama Pack
BillingGuard
Autonomous Revenue Cycle Intelligence
End-to-end medical billing, coding, claims submission, denial management, and compliance — running 24/7 with superhuman accuracy.
Pack detailsOrchestrator
Orchestrator
Master coordinator, routing, human escalation, audit logging
Tools · LangGraph / custom state machine
Agent
ChargeCaptureAgent
Real-time charge detection & creation
Tools · FHIR ChargeItem, HL7 DFT
Agent
CodingAgent
ICD-10 / CPT / HCPCS + modifier logic
Tools · Fine-tuned Llama 3.1 70B or Claude 3.5 + CDM + payer rules
Agent
ClaimsAgent
Claim assembly, scrubbing, submission
Tools · FHIR Claim resource + X12 837
Agent
DenialAgent
Denial intake, appeal drafting & submission
Tools · ExplanationOfBenefit + payer portals
Agent
ComplianceAgent
Continuous auditing, policy monitoring, flag generation
Tools · Rules engine + daily payer policy ingestion
Agent
Audit & Logging Agent
Immutable record of every action
Tools · Blockchain-style audit trail + Epic Audit Log sync
Llama Pack
SchedulerFlow
Intelligent Patient Access & Orchestration
Dynamically optimizes schedules, predicts no-shows, fills slots instantly, and coordinates multi-specialty appointments across locations.
Pack detailsOrchestrator
Orchestrator
Policy-aware scheduling coordinator, escalation, audit trail
Tools · LangGraph + org scheduling playbooks
Agent
CapacityForecastAgent
Predicts open capacity, templates, and provider workload
Tools · Scheduling APIs + historical utilization
Agent
NoShowRiskAgent
Scores no-show risk and recommends interventions
Tools · ML risk models + SMS/voice engagement hooks
Agent
SlotOptimizationAgent
Fills cancellations, waitlists, and same-day access
Tools · Real-time schedule graph + patient preference store
Agent
MultiSiteCoordinationAgent
Coordinates resources across clinics, OR blocks, and imaging
Tools · Cross-facility scheduling + resource master
Agent
PatientCommsAgent
Confirms, reschedules, and captures intake ahead of visits
Tools · Patient portal + conversational channels
Agent
AccessRulesAgent
Enforces referral, prior auth, and payer access rules
Tools · Payer rules engine + FHIR Coverage
Llama Pack
RTLS_Optimus
Real-Time Location & Workflow Commander
Connects directly to your RTLS system to create a live digital twin of your hospital. Predicts bottlenecks, auto-dispatches staff, and optimizes patient flow in real time.
Pack detailsOrchestrator
Orchestrator
Real-time workflow commander, safety guardrails, logging
Tools · Streaming state machine + hospital command KPIs
Agent
LocationFusionAgent
Fuses RTLS, BLE, and EHR milestones into a live digital twin
Tools · RTLS feeds + ADT + bed management
Agent
ThroughputAgent
Tracks patient flow, LOS drivers, and boarding risk
Tools · Live location traces + nursing acuity
Agent
StaffDispatchAgent
Auto-dispatches staff and escalates bottlenecks
Tools · Workforce rules + secure messaging
Agent
AssetTelemetryAgent
Locates equipment, turns, and sterile workflow assets
Tools · Asset tags + CMMS hooks
Agent
BottleneckPredictionAgent
Forecasts ED/OR/unit congestion before it hits the board
Tools · Time-series + digital twin simulation
Agent
HandoffAgent
Synchronizes care transitions and reduces silent handoffs
Tools · EHR tasks + location-triggered prompts
Llama Pack
ClinicalCompanion
Your AI Co-Pilot at the Bedside
Real-time clinical documentation, decision support, differential diagnosis, and guideline access — powered by voice and ambient listening.
Pack detailsOrchestrator
Orchestrator
Session coordinator, consent boundaries, PHI minimization
Tools · Clinical safety graph + org policies
Agent
AmbientDocumentationAgent
Drafts problem-focused notes from ambient conversation
Tools · Streaming ASR + SNOMED/ICD-aware templates
Agent
ClinicalDecisionSupportAgent
Surfaces differentials, red flags, and order suggestions
Tools · Evidence corpora + institution protocols
Agent
GuidelineRetrievalAgent
Pulls society guidelines and pathways at point of care
Tools · RAG over curated medical knowledge
Agent
OrderSetAgent
Proposes labs, imaging, and meds aligned to the working dx
Tools · CPOE integration + formularies
Agent
MedReconciliationAgent
Reconciles home, admission, and discharge medication lists
Tools · Medication history + pharmacy feeds
Agent
SafetySurveillanceAgent
Watches for contraindications, interactions, and drift
Tools · Real-time alerts + audit-friendly rationale
Llama Pack
PopHealthSentinel
Proactive Population Health Guardian
Continuously monitors patient populations, predicts risks, closes care gaps, and orchestrates preventive care pathways across the continuum.
Pack detailsOrchestrator
Orchestrator
Population workflow coordinator, cohort governance, reporting
Tools · LangGraph + quality & VBC contracts
Agent
RiskStratificationAgent
Scores clinical and utilization risk across panels
Tools · Claims + clinical features + social drivers
Agent
CareGapClosureAgent
Detects HEDIS/quality gaps and recommends closures
Tools · Measure logic + outreach playbooks
Agent
OutreachCampaignAgent
Runs personalized outreach for screenings and follow-ups
Tools · Campaign engine + patient stratification
Agent
QualityMeasureAgent
Tracks numerators/denominators and submission readiness
Tools · QRDA / registry connectors
Agent
PanelManagementAgent
Attributes patients, balances panels, and surfaces rising risk
Tools · Panel rosters + attribution rules
Agent
VBCContractAgent
Maps interventions to shared savings and downside risk
Tools · Contract modeling + cost & utilization feeds
Shared knowledge plane
Agents across Llama Packs connect to your governed data fabric — typically a secure vector + SQL layer — containing:
- EHR, scheduling, billing, and operational feeds (FHIR / HL7 / APIs)
- Payer contracts, edits, and policy change streams
- Historical workflows, denials, throughput, and outcomes
- Facility-specific playbooks, CDM, and escalation policies