Features Overview
LangGuard provides a comprehensive suite of features for AI governance and observability. This section covers all the capabilities available in the platform.
Core Capabilities
Discovery & Inventory
Automatically discover and catalog all AI assets across your organization:
- Agent Discovery - Identify all AI agents from trace data
- Model Tracking - Track which models are in use
- Tool Inventory - Catalog all tools and APIs used by agents
- Dependency Mapping - Understand relationships between components
Real-time Monitoring
Monitor your AI operations with comprehensive dashboards:
- Health Metrics - Success rates, error rates, latency
- Cost Tracking - Token usage and cost analysis
- Volume Analytics - Request patterns and trends
- Alerting - Get notified of issues (coming soon)
Trace Explorer
Deep-dive into individual traces with powerful analysis tools:
- Advanced Search - Full-text search across all trace data
- Rich Filtering - Filter by status, agent, time, and custom attributes
- Detail View - Complete trace information including spans and metadata
- Comparison - Compare multiple traces side-by-side
Learn more about Trace Explorer →
Agent Activity View
Visualize agent behavior with multiple visualization modes:
- Timeline View - See when traces occurred over time
- Performance View - Track success rates, latency, and costs
- Tools View - Heatmap of tool usage across agents
- Graph View - Dependency relationships and data flow
Learn more about Agent Activity →
Data Catalog
Browse and manage discovered entities:
- Hierarchical View - Navigate catalogs, schemas, and tables
- Metadata Management - View and edit entity metadata
- Lineage Tracking - Understand data dependencies
- Search - Find entities across your data estate
Learn more about Data Catalog →
Feature Matrix
| Feature | Free | Pro | Enterprise |
|---|---|---|---|
| Trace Explorer | ✓ | ✓ | ✓ |
| Agent Activity | ✓ | ✓ | ✓ |
| 2 Integrations | ✓ | ✓ | ✓ |
| Unlimited Integrations | - | ✓ | ✓ |
| Built-in Policies | ✓ | ✓ | ✓ |
| Custom Policies | - | ✓ | ✓ |
| Data Catalog | - | ✓ | ✓ |
| Multi-tenant | - | - | ✓ |
| SSO/SAML | - | - | ✓ |
| SLA | - | 99.5% | 99.9% |
Quick Links
Discovery
Discover and inventory your AI assets.
Monitoring
Real-time dashboards and metrics.
Trace Explorer
Search and analyze traces.
Agent Activity
Visualize agent behavior.
Data Catalog
Browse discovered entities.