Operations & Observability

Real-Time Dashboards & Fleet Intelligence

Complete operational visibility into your AI agent fleet with real-time dashboards, quality scoring, and intelligent monitoring.

Dashboards

Real-Time Operational Dashboards

Monitor every aspect of your AI agent fleet from a single pane of glass.

Performance Dashboards

App-level and fleet-wide KPI tracking with historical trend analysis, anomaly detection, and real-time alerting for proactive operations management.

Deployed App Registry

Central registry of all deployed agents and applications. Track status, version, configuration, and usage metrics for every deployment in your organisation.

Metrics Ingestion

Four flexible delivery modes — auto-push (real-time), manual push, offline upload (JSON), and pull-based — for complete data collection flexibility.

One Ecosystem

Operations in Prime

Distributed Intelligent Hub — multi-fleet orchestration
Prime
Real-time SSE streaming of plans, steps, and tool calls
Prime
Execution tracing & debugging
Prime
Cost & token analysis with per-turn metrics
Prime
Deployed app registry with 4 metric delivery modes
Prime
Agent observe page — live LLM call and token tracing
Prime
Asset quality scoring (workflows, skills, graphs, ontologies)
Prime
Responsible AI dashboard & compliance reporting
Prime
Workflow advisor — AI-recommended improvements
Prime
Observability

Deep Agent Observability

Trace every LLM call, tool invocation, and decision path in real-time.

Agent Trace Monitoring

Real-time trace of every LLM call, tool invocation, token usage, and decision path. SSE-streamed events for live observability with plan creation, step completion, and child plan tracking.

Agent Performance Metrics

Success rates, response times, cost analysis, token efficiency, and error patterns. Compare agent performance across versions, deployments, and time periods.

Responsible AI Monitoring

Continuous monitoring for AI fairness, bias detection, decision explainability, and consent compliance. Automated alerts when responsible AI thresholds are breached.

Cost Optimisation

Token usage breakdown, cost-per-task analysis, model comparison, and resource allocation recommendations. Identify cost savings opportunities across your fleet.

Asset Quality

Comprehensive Asset Quality Scoring

Every workflow and agent is continuously scored across seven quality dimensions.

Structural Integrity
Node connectivity Path completeness Decision gateway validation Loop detection
Data Flow Analysis
I/O mapping Data dependency tracking Schema validation Type safety
SLA Coverage
SLA definition coverage Feasibility assessment Threshold configuration Escalation paths
Automation Maturity
Agent coverage Pattern configuration Tool assignment Skill mapping
Error Resilience
Retry logic Fallback paths Error handling Circuit breakers
XAI Compliance
Explainability config Decision tracing Audit trail Consent tracking
Capability Mapping
Business alignment Architecture fit Integration coverage Compliance mapping
Administration

Enterprise Administration

User & Org Management

Department/project hierarchies, role-based access control, license tracking, and scope-based asset visibility across your organisation.

Compliance Auditing

Export-ready compliance reports for ISO 27001, NIST, GDPR, SOC 2, and EU AI Act. Full audit trail of all user actions, AI interactions, and tool calls.

System Health

Infrastructure monitoring, dependency health checks, database status, and external service availability. Proactive alerting and automated remediation.

Get Complete Operational Visibility

See how Alphient's operations suite gives you full control over your AI agent deployments.

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