AgentOps Pillar

AgentWatch — Full‑Spectrum AI Auditability

AgentWatch is the black‑box recorder for autonomous AI agents. Capture every prompt, tool call, and decision across vendors and environments — with replayable traces, immutable logs, and compliance‑ready exports.

Book a Demo Capability Overview

Replayable Session Traces Immutable, Compliance‑Ready Logs SIEM/SOC Integrations Vendor‑Neutral

Complete Traceability

Every prompt, tool call, & output

Immutable Audit

Tamper‑evident, exportable

Compliance‑Ready

GDPR • HIPAA • SOC 2 • EU AI Act

Who it’s for

CISOs, AI Risk & Compliance leaders, Security Engineering & SOC teams deploying copilots, chatbots, RAG apps, and autonomous agents.

Finance & Healthcare: Prove no prohibited data was accessed or disclosed.
Gov & Regulated: End‑to‑end evidence for audits and investigations.

Works with

Microsoft Copilot • ChatGPT Enterprise • LangChain/LangGraph • Custom agents • Wozway gateway

SIEM/SOC: Splunk, Cortex, Falcon, QRadar
Ticketers: Jira, ServiceNow

Core Capabilities

Replayable Session Traces

Step‑by‑step capture of prompts, tool invocations, parameters, and outputs — down to model/version metadata.

Cross‑Vendor Observability

One pane of glass for all agents and frameworks; no vendor lock‑in.

Compliance‑Ready Audit Logs

Immutable, time‑stamped, cryptographically signed logs with export APIs and retention policies.

Identity Linkage

Map each agent action to the initiating human, service, or workflow for full accountability.

Anomaly Alerts

Detect suspicious behavior and policy drift; route alerts to SIEM/SOAR for triage.

SIEM/SOC Integrations

Stream enriched events to Splunk, Cortex XSIAM, Falcon, and more — fit existing SOC workflows.

How It Works

1) Intercept

Gateway captures prompts, tool calls, and model I/O with metadata.

2) Enrich

Link to identities, policies, model versions, data sources, and risk scores.

3) Record

Write append‑only, signed logs for tamper evidence and audit.

4) Act

Surface anomalies to SIEM/SOAR; enable instant replay for investigations.

Architecture & Security

Append‑only, signed logs: Non‑repudiation with cryptographic proofs and retention controls.
Zero‑trust access to logs: Role‑based views, row/field protections, and just‑in‑time access.
API‑first: Stream to /v1/trace & query via /v1/audit for bespoke dashboards.
Privacy controls: PII redaction, selective capture, and tenant‑scoped encryption keys.

Top Use Cases

Regulatory Audits

Export signed evidence that agents operated within policy and data boundaries.

Security Forensics

Pinpoint prompt injection or rogue tool calls; replay full sessions in minutes.

Performance & Quality

Trace slow or costly chains; improve prompts and tool selection with data.

See AgentWatch in Action

Get a live walkthrough of replayable traces, compliance exports, and SIEM integrations.

Schedule Demo Contact Sales

FAQ

Is AgentWatch vendor‑specific?

No. It’s framework‑agnostic and observes Microsoft Copilot, ChatGPT Enterprise, LangChain/LangGraph, and custom agents via the gateway.

Can we control sensitive data in logs?

Yes. Configure field‑level redaction, opt‑out zones, and encryption keys per tenant to keep PII/PHI out of traces.

How does AgentWatch help with audits?

Generate signed, time‑bound evidence packs showing decisions, access scopes, and outcomes mapped to policies and identities.

Does it integrate with our SIEM and SOAR?

Yes. Stream enriched events to Splunk, Cortex XSIAM, Falcon, QRadar, and trigger playbooks for rapid response.