Finance
Backtest Your AI Agents Before They Touch a Single Transaction
Turn your production data into compliance-ready staging environments. Built for fintech teams that can't afford an agent failure to reach a customer account.
Banking bot
Show me my last 3 transactions
TEST BEFORE PRODUCTION
INTEGRATIONS
Test against the systems you use.
Connect core banking, payments, and identity systems to test transactions, refunds, and disputes before they reach a customer.
Stripe
Payments
Plaid
Financial data
Adyen
Payments
Fiserv
Core banking
Mambu
Core banking
Alloy
Identity & risk
OUTCOME
Months Of Production Behavior In Hours.
Chronicle uses your production data to map how your financial workflows actually run, capturing edge cases, regulatory checks, and customer escalations.
It then turns those patterns into tests and replays them to determine whether your AI agents are ready for launch in a regulated environment.
30x
Production-derived scenario coverage
12x
More failure modes caught pre-launch
100x
Reduction in time workflow mapping
80%
Reduction in critical failures
HOW IT WORKS
Prove Your AI Agents Can Handle Production.
01 / CAPTURE
Backfill And Capture Live Production Data
Chronicle connects to your production stack including core banking, payment processors, and custom tools, with support for 100+ integrations.
02 / DISCOVER
Discover Workflow And Test Scenarios
Reconstruct workflows from existing data streams to map how transactions, refunds, and disputes are actually handled.
03 / BACKTEST
Backtest Agents In Staging
Run agents against replicated production environments. Test through historical, edge, and adjacent scenarios to find where they fail before customers do.
04 / RECOVER
Agent Monitoring And Recovery
Monitor your agent in real time, capture scenarios where it fails, and turn live production errors into reproducible test cases.
AI Fails When Conditions Change. Make Sure Yours Is Ready.
Connect your tools, capture real conversations, and start replaying events for training and evaluation, all from your dashboard.