Telemedicine
Backtest Your AI Agents Before They Touch a Patient
Turn your production data into HIPAA-aware staging environments for AI agents handling intake, scheduling, and care coordination. Built for telemedicine teams where every interaction matters.
Care bot
Schedule a follow-up with my doctor
TEST BEFORE PRODUCTION
INTEGRATIONS
Test against the systems you use.
Connect clinical, practice-management, and patient communication systems to test care workflows before they reach a patient.
Epic
EHR
Oracle Health
EHR
athenahealth
EHR & practice
Elation Health
EHR
Healthie
Care delivery
Twilio
Communications
OUTCOME
Months Of Production Behavior In Hours.
Chronicle uses your production data to map how your care flows actually run, capturing intake conversations, scheduling edge cases, escalations, and the long tail of patient requests your team faces every day.
It then turns those patterns into tests and replays them to determine whether your AI agents are ready to handle real patient traffic safely.
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 EHR, scheduling, intake forms, and patient messaging tools, with support for 100+ integrations.
02 / DISCOVER
Discover Workflow And Test Scenarios
Reconstruct workflows from existing data streams to map how intake, scheduling, and care escalations are actually handled across providers and staff.
03 / BACKTEST
Backtest Agents In Staging
Run agents against replicated production environments. Test through historical, edge, and adjacent scenarios to catch failures before they reach a patient.
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.