// Platform Modules
Absolute AI Observability
> You cannot manage what you cannot see. Monitor agent reasoning, detect model drift, and trace the execution of every autonomous workflow in real-time.
Real-time Observability
// Inside the Black Box
Semantic Telemetry Pipeline
SourceWorx AI breaks down the opacity of Large Language Models. Our observability suite is purpose-built for multi-agent architectures, providing deep telemetry not just on latency and cost, but on the semantic quality of the decisions being made.
Model Drift Detection
LLMs shift over time. As enterprise schemas evolve or API structures change, agent performance can degrade. Our observability engine continuously samples outputs against ground-truth benchmarks, alerting engineering teams the moment an agent begins to hallucinate or deviate from expected logic.
Agent Behavior Tracing
When a workflow spans six different agents and five external systems, pinpointing failures is impossible without distributed tracing. We visualize exactly how context is passed between agents, showing the precise prompt, token usage, and API response at every step.
Latency Tracking
Monitor end-to-end execution times for complex reasoning paths.
Token Cost Attribution
Attribute LLM costs directly to specific business units or product features.
Replayability
Simulate past incidents with updated models to verify fix efficacy.
Complete Audit Trails
Compliance isn't optional. Our observability suite automatically logs every prompt, response, and API interaction into an immutable ledger, ensuring that your AI systems are always ready for a technical audit.
Regulatory Compliance Reporting
Generate SOC 2 and GDPR compliant reports demonstrating the safety and deterministic outcomes of your multi-agent architecture in just a few clicks.
Real-time Anomaly Alerts
Integrate directly with PagerDuty, Slack, or Microsoft Teams to notify engineering staff instantly if an agent exceeds its token budget or attempts an unauthorized action.
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