Chronicle Labs
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Simulate and validate AI agents on your production data before deployment.

Turn your own production traces into deterministic environments for AI testing and evaluation.

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Event capture & replay

Capture every event across your SaaS stack into an immutable, queryable log. Replay any time window for debugging, training, and evaluation.

Event LogLive
conversation.user.repliedcustomer18:03:45
customer.subscription.updatedsystem18:03:45
conversation.admin.repliedagent18:03:45
invoice.payment_succeededsystem18:03:45
invoice.payment_succeededsystem18:03:45

Integrations

Connect your entire support stack in minutes. Chronicle captures webhooks from Front, Stripe, Slack, and 1,000+ apps - no custom integration code required.

FrontFront
Slack
Stripe
HubSpot
Zendesk
GitHub
Notion
+1,000 more

Powered by Pipedream · OAuth in minutes · no custom code

Timeline & streaming

A real-time event timeline streams live. Filter by conversation, zoom into any window, and inspect every event's full payload, actor, and source - all in the dashboard.

Events Manager - Timeline & Log
Live
20 events
18:03:45.878
STREAMS (23)
18:00
front /
conversation /
agent /
replied
created
user /
replied
ticket /
state /
changed
slack /
channel /
joined
message /
created
stripe /
charge /
succeeded
customer /
subscription /
updated
invoice /
payment_succeeded
Event LogPlayhead synced
channel.joined
slack·18:03:41
invoice.payment_succeeded
stripe·18:03:33
conversation.user.replied
front·18:03:23
charge.succeeded
stripe·18:03:13
ticket.state.changed
front·18:03:03
ticket.state.changed
front·18:02:55
message.created
slack·18:02:46
message.created
slack·18:02:34
message.created
slack·18:02:28
charge.succeeded
stripe·18:02:17
channel.joined
slack·18:02:09
message.created
slack·18:01:56
conversation.agent.replied
front·18:01:49
charge.succeeded
stripe·18:01:38
conversation.created
front·18:01:30
customer.subscription.updated
stripe·18:01:21
channel.joined
slack·18:01:13
message.created
slack·18:01:02
channel.joined
slack·18:00:52
invoice.payment_succeeded
stripe·18:00:42
Event Details
Event ID
evt_000020
Type
channel.joined
Source
slack
Actor
Slack Bot
Timestamp
Apr 13, 18:03:41

Scenario modeling

Replay historical event sequences against your agent in any mode. Inject edge cases, vary payloads, and validate behavior before it reaches users.

Scenario: Support Escalation
customerSarah Chenintercom
My last order never arrived.
systemOrderLookupinternal
Order #8821 - status: delivered Feb 12
agentSupport AIintercom
Your order was delivered. Is there anything else?

Agent Evals

Conductor AI reviews every agent action against the full event context, assigns a verdict, and explains its reasoning. Human reviewers can confirm or override - turning every failure into labeled training data.

Conductor AI
Trace · 3 actions
Customer
Can you check the status of my last 3 orders?
AgentIncorrect
Your most recent order was delivered on Feb 12th.
Conductor reasoning

Asked about 3 orders - only 1 retrieved. Should have called OrderLookup three times.

Confidence91%

Operational Oversight

Monitor every agent decision across live workflows with full event traceability. Surface anomalies, detect behavioral drift, and intervene before risky actions reach customers.

Agent Fleet
4,984 events
support-agent-v3nominal94%
billing-agent-v1caution88%
triage-agent-v2drift71%

AI breaks in production. Make sure yours doesn’t

Connect your tools, capture real conversations, and start replaying events for training and evaluation - all from your dashboard.

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