AI Agent Retention & Workflow Reliability Lab

Agent Archetypes:

Empirical Retention Index

92.4 / 100

High Retention Habit

Reliability Boundary Safety

98.2%

Human Oversight Burden

Low (1 Gate)

Hallucination Safety Margin

98.0%

Execution Loop Directed Graph (D3 Canvas)

Click node to edit configuration

Node Configuration: Human Approval (High Impact Rules) GATE

Node Label

Max Retries

LLM Temperature

Gate Approval Threshold

Noise & Stress Parameters

API Transient Error Rate 5.0%

Context Drift Rate 1.0%

Hallucination Risk Rate 2.0%

Execution Trace Console

Diagnostic Analysis: Identified bottleneck in Human Approval Gate (Average Wait Time: 4.2m). High overall retention due to bounded tool calls and deterministic schema enforcement.

Node-by-Node Execution Diagnostics

Node ID	Step Label	Type	Avg Latency	Error / Retry Rate	Retention Impact