01 / The challenge
The agent existed, but its behavior was difficult to assess without a clear operational view. Stakeholders needed to see what ran, what succeeded, and what required attention.
AI Workflow Systems
AI Agent Performance Dashboard - Runs, Quality, and Exceptions
A lightweight operations dashboard that turns AI-agent activity into a reviewable view of runs, outcomes, quality signals, and exceptions.
Project result
Agent runs, quality signals, and exceptions made visible
Client buildAgent telemetryQuality reviewException tracking
Live
agent visibility
POV
focused release
1
review surface
02 / Our approach
We designed a focused dashboard around the highest-value review signals, using a rapid Streamlit build to validate the monitoring model before expanding the product surface.
03 / The result
The team gained a practical view of agent performance and failure states, making evaluation and the next product decisions faster and more concrete.
04 / What shipped
01
Agent run and outcome summaries
02
Performance indicators and exception review
03
A focused Streamlit interface for rapid validation
Client feedback
“Great work. Will hire again.”