AI Architecture & Governance

AI Model Registry, Agent Autonomy & MCP Sentinel

Operational telemetry and security governance synthesized from AXISRobo-PAMP, Backstage AiResource, and Langfuse. Governs foundation models, agent autonomy classifications, tool risk tiers, and monitors for the "Lethal Trifecta" vulnerability.

AI Agent Registry & Autonomous Risk Sentinel

1 Autonomous Agents

AGENT AUTONOMY: human_approval|TRUST: trusted

ClaimsTriage-Sentinel-v2

Autonomous reasoning agent inspecting clinical notes, verifying insurance policy rules, and generating approval recommendations.

$3,820/moLangfuse Telemetry

AXISRobo Sentinel Triggered: Lethal Trifecta Detected

This agent concurrently possesses: (1) Private Patient Data Access, (2) Untrusted Document Content Ingestion, and (3) External Communication Webhooks. Under our governance standard, full autonomous execution is blocked and mandatory Human-in-the-Loop approval is enforced.

[✓] Private Data Access[✓] Untrusted Content Ingestion[✓] External Network Comms

OpenTelemetry & Langfuse Trace Stream

Live AI Agent Execution Telemetry & Security Tripwires

Real-time inference telemetry capturing token volume, model latency, and active tripwire intercepts.

RECENT TOKEN VOLUME24,107

Observed in active buffer

BUFFER INFERENCE COST$0.0951

Claude 3.7 Bedrock pricing

AVG LATENCY (P95)1.84s

FHIR reasoning + Tool call

TRIPWIRE ALARMS2 Events

Prompt injection / PHI

Status	Timestamp	Trace ID	Model	Tokens (In / Out)	Latency	Cost	Tripwire Sentinel
success	21:10:04	tr-7f8a1e2	claude-3-7-sonnet-20250219	3,420 / 412	1420ms	$0.0164	Pass
flagged	21:11:18	tr-8b3c990	claude-3-7-sonnet-20250219	5,890 / 820	2310ms	$0.0300	PHI Leakage Risk
success	21:12:45	tr-9c4d112	claude-3-7-sonnet-20250219	2,110 / 305	980ms	$0.0109	Pass
blocked	21:13:30	tr-aa23f81	claude-3-7-sonnet-20250219	8,900 / 120	3100ms	$0.0285	Prompt Injection Attempt
success	21:14:02	tr-bf89021	claude-3-7-sonnet-20250219	1,890 / 240	820ms	$0.0093	Pass

Foundation Model Catalog & Token Pricing

Anthropic / AWS BedrockBAA Signed

Claude 3.7 Sonnet (Anthropic)

Hybrid reasoning foundation model utilized for multi-page complex medical chart review and policy synthesis.

INPUT / 1M$3

OUTPUT / 1M$15

MONTHLY RUN$4,850

Azure OpenAIBAA Signed

GPT-4o (Azure OpenAI)

Omni multimodal model used for optical character recognition (OCR) and initial patient intake receipt parsing.

INPUT / 1M$2.5

OUTPUT / 1M$10

MONTHLY RUN$2,420

Model Context Protocol (MCP) Gateway

Transport: sseRisk: high

FHIR Interoperability MCP Server

Model Context Protocol gateway exposing HL7/FHIR R4 resource read/write tools to clinical AI agents.

Endpoint: https://fhir-mcp.internal.apexhealth.net/sse