Side-by-Side
Agent Version Testing
Run two agent configurations side-by-side on live workflows to measure performance differences with statistical rigor.
Experiments
A/B Test Your Agents
on Live Workflows
Compare agent configurations side-by-side with real traffic. Measure fill rates, resolution times, and escalation rates with statistical significance.
Experiment Highlights
A/B Testing
Agent Configs
Live Traffic
Real Workflows
Measurable
Impact
Experiment Types
Three Ways to Optimize
Test agent versions, optimize rules, or tune autonomy levels — all on real production traffic.
Data-Driven
Rule Optimization
Test different logic rules, thresholds, and escalation policies to find the highest-performing combination for your facility.
Progressive
Autonomy Tuning
Gradually increase autonomy levels while measuring outcomes. Build data-driven trust in agent decision-making over time.
How It Works
Configure. Run. Analyze.
Set up experiments in minutes, run them on live traffic, and get statistically significant results.
01
Configure
Define variants, traffic splits, and success metrics. Set guardrails and rollback thresholds before any experiment goes live.
02
Run
Route live workflows across agent versions simultaneously. Traffic splitting by percentage, facility, or shift type.
03
Analyze
Statistical comparison of fill rates, resolution time, escalation rates, and cost per action with confidence intervals.
Capabilities
Built for Rigorous Testing
Statistical rigor, safety guardrails, and complete experiment management — all in one platform.
Traffic Splitting
Route workflows by percentage, facility, shift type, or custom segments for targeted experiments.
Statistical Significance
Auto-calculated confidence intervals and p-values so you know when results are reliable.
Metric Tracking
Fill rate, time-to-resolution, escalation rate, and cost per action tracked across all variants.
Rollback Safety
Instant rollback if a variant underperforms thresholds. Automated safeguards protect operations.
Multi-Variant Support
Test 2-4 configurations simultaneously with independent traffic allocation and metrics.
Experiment History
Full archive of past tests with outcomes, learnings, and configuration snapshots for reference.
Ready to Optimize Your Agents with Data?
Book a 15-minute demo and see how Experiments lets you A/B test agent configurations on live traffic with statistical rigor and instant rollback safety.