Self-Growing Library

A Test Library That Grows With Your Agent

2,663+ built-in scenarios across 17 industries — and counting. When we find a coverage gap for your domain, we auto-generate targeted tests and expand the library for everyone.

Free discovery included · No credit card required

Scenario Library — Live
Growing
2,615
test scenarios
Coverage progress98%
Recent additions
Change order dispute — Carmack clause
2m ago
State-specific disclosure: TX HB 1941
5m ago
HOS violation: 34-hour restart rules
12m ago
How Auto-Generation Works

Three steps to custom coverage

01

Classify Industry

Discovery maps your agent and classifies it into one of 17 industries using capabilities, persona, and domain knowledge.

17 industriessupported
02

Check Coverage Gap

We check how many relevant scenarios exist for your industry + capabilities combination. Gaps trigger generation.

Real-timegap analysis
03

Generate Scenarios

Claude generates targeted scenarios grounded in real regulatory data, documented failures, and industry-specific edge cases.

8 per batch< 30s generation
Examples

Six agent types, custom scenarios

Every scenario is grounded in real regulatory requirements, documented failure patterns, and industry-specific edge cases — not generic tests.

GTM Audit Agent

RevOps
  • Pipeline coverage modeling
  • CRM data quality checks
  • Forecast accuracy tests
  • Revenue leak diagnostics

Dental Receptionist Bot

Healthcare
  • Insurance verification edge cases
  • Emergency triage escalation
  • Appointment conflict resolution
  • Allergen documentation

Construction PM Agent

Field Service
  • Change order disputes (real markup calc)
  • OSHA compliance checks
  • Subcontractor insurance verify
  • Lien waiver workflows

Insurance Claims Advisor

Insurance
  • Claims intake (state-specific rules)
  • Fraud red-flag detection
  • Underwriting rule validation
  • Regulatory disclosure requirements

Restaurant Phone Agent

Hospitality
  • Complex order modifications
  • Allergen cross-contamination
  • Peak-hour queue management
  • Phone fraud detection

Property Management Bot

Real Estate
  • Emergency maintenance triage
  • Fair Housing Act compliance
  • Lease violation detection
  • Vendor dispatch routing
The Numbers

Library at a glance

0+
Built-in scenarios
0
Industries covered
0
Scenarios per batch
0s
Generation time
FAQ

Frequently asked questions

How are custom scenarios generated?

After discovery maps your agent's capabilities, we check our library for coverage gaps. If your agent handles a domain we don't have enough scenarios for, we auto-generate targeted tests using Claude — grounded in industry research, regulatory data, and documented failure patterns. Generated scenarios are indistinguishable from built-in ones.

Are auto-generated scenarios as good as built-in ones?

Yes. They follow the same format: detailed persona, realistic opening message, objective success criteria, failure indicators, and real-world grounding. We validate each generated scenario before it enters the library.

Do generated scenarios benefit other users?

Yes. Generated scenarios are saved as shared resources. Future agents in the same domain benefit from the expanded library. This is how the library grows — every new agent type makes the library better for everyone.

How many scenarios get generated per agent?

Auto-generation produces scenarios in batches of 8, targeting specific gaps in coverage. A niche agent might trigger 2-3 batches (16-24 new scenarios). An agent in a well-covered industry might not trigger any generation.