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Sentrial helps you investigate whether an AI agent did what it said it did. Connect your agent, inspect its messages and tool results, and define signals for the failures that matter to your workflow. For example, an insurance agent might say “Your claim was submitted” after the submission tool rejected it. A completed trace alone won’t tell you that the business action failed. You need the claim, the tool result and any later recovery.

How It Works

1

Connect your agent

Use the setup wizard, a framework integration or OpenTelemetry. Run the agent and check that its messages, tool calls and outcomes arrived in Telemetry.
2

Define what to watch

Describe a failure in Signals and add examples. Prepare its evidence capture and evaluation settings for the workflow you want to monitor.
3

Review the evidence

Open a decision to see the saved prediction and cited tool results. Record a correction when the result is wrong, or mark the evidence as insufficient.
4

Check a change

Use the evidence to investigate the agent’s code or instructions. Compare runs after a change and review proposed fixes before merging them.

Get Started

Send your first trace

Follow a complete Python or Node.js example and inspect its tool result.

Set up from your terminal

Use the published setup wizard and Doctor, including JSON output for coding agents.

See a Recorded Agent

Explore a concrete workflow before connecting your own application. These walkthroughs show recorded sample-agent runs, including failures and unresolved outcomes. They are examples to inspect, not live monitoring of your workspace.

Insurance submission

Compare a claimed submission with its tool result and a later recovery.

Document review

Inspect missing evidence, stale document versions and a corrected review.

Support agent

Follow shipment requests, retries, queued work and confirmed outcomes.

Explore the Docs

Sessions & Tracking

Understand the messages, tools and outcomes in a run.

Issues & Diagnosis

Define a signal, inspect a prediction and review its supporting evidence.

Ingestion Options

Choose native SDK tracking or an existing OpenTelemetry pipeline.

Use with AI

Give coding agents the docs and supported investigation commands.

Need Help?

For setup or workflow questions, contact founders@sentrial.com.