Detection Engine · Private Beta

Know when AI intervened.

Agentrace detects AI-agent intervention with high confidence — across behaviors, APIs, workflows, logs, metadata, and human-AI collaboration. Invisible to the naked eye. Visible to us.

6
Detection vectors
High
Confidence level
Real-time
Signal analysis
API
LOG
AGENT
META
FLOW
SYS
DETECTED
Agent: GPT-4o / confidence 94%
LOG TRACE
3 API calls · metadata match
Detection Coverage

Every vector. Every trace.

AI agents leave signals across six distinct surface areas. Agentrace monitors all of them simultaneously.

01

Behavioral Fingerprinting

Identify distinctive AI agent patterns in decision sequences, timing anomalies, and action distributions that no human replicates.

02

API Call Analysis

Trace API invocation patterns, payload structures, and request cadences that reveal automated orchestration beneath human-facing workflows.

03

Workflow Interruption

Detect mid-stream injections where an AI agent reroutes, augments, or overrides steps in an otherwise human-driven process.

04

Log Forensics

Parse system and application logs to surface the invisible traces AI agents leave behind — even when deliberately obscured.

05

Metadata Inspection

Examine file provenance, edit history, version diffs, and embedded metadata to confirm or rule out AI-generated content at scale.

06

Collaboration Signals

Identify hybrid sessions where human intent and AI execution blur — detecting handoff points and co-authorship signatures.

Process

Three steps to clarity.

01

Instrument

Drop our SDK or connect via API. Works with your existing stack — cloud, on-prem, or hybrid.

02

Trace

Agentrace continuously monitors signals across behaviors, APIs, logs, and metadata in real time.

03

Confidence Score

Receive a probability score with explainable evidence — not a black box. You see exactly what triggered the detection.

Early Access

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