Platform – Performance Lab

Deploy AI agents you can trust.

Identify issues, measure performance, and ensure AI agents meet expected standards before go-live, and continue to self-improve over time.

Simulations & Evaluations

Ensure the reliability of AI agents from the start.

Simulations and evaluations cover every intent, tool call, and handoff, and run at production scale before a single real conversation happens.

  • Auto-generated coverage

    Test coverage is generated automatically from the agent's configuration.

  • Granular testing

    Every intent, tool call, and handoff between agents is tested individually.

  • Blended test data

    Blend historical transcripts and synthetic tests across scenarios, languages, and channels.

  • Human review

    Every generated simulation and evaluation stays in draft until reviewed, keeping you in control.

Agent A/B Testing

Version testing made simple

Agent A/B Testing runs identical tests against two versions of an agent, showing how performance differs, and by how much, before going live.

  • Side-by-side results

    Two agent configurations run against the same tests, with results placed side by side to compare.

  • One-click comparison

    A full comparison launches in one click, running simulations and evaluations in sequence.

  • Conversation-level detail

    Every run can be inspected at the conversation level, so what's different is visible, not inferred.

Self-Improving Agents

Agents that get smarter over time

Parloa Navigator evaluates insights from Parloa Lens and delivers fix recommendations, right in the prompt.

  • Automatic tracing

    Every failure is automatically traced, with a clear fix recommendation, down to the prompt level.

  • Tested fixes

    Every recommended fix is reviewed and tested via simulated conversations.

  • You stay in control

    With your oversight and approval, updates are applied, and the failure resolved.

Man looking at his phone

Customer

Hey, my package still hasn't arrived. Order #48213.

Agent

Found it — it's stuck at the Denver facility. I can resend it overnight or refund you now. Which works?

Customer

Resend, please.

Resolved • 46 sec

Trusted by leading brands.

Stop guessing if your AI agent will hold up in the real world.

Performance Lab gives you the power to simulate, stress-test, and tune your agents to perfection before they go live. Validate your improvements, resolve issues at the source, and ship with absolute confidence.