Testing Agents

Synthetic environments that replicate enterprise system behavior with precision.

Deploy agents against high-fidelity sandboxes containing realistic business objects, approval workflows, and failure modes. Every tool invocation is streamed, attributed, and validated against your expected production topology.

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Synthetic data environments

Instantly deploy realistic synthetic data environments for CRM, email, calendar, ticketing, and custom REST APIs. Each tenant respects real-world constraints: validation rules, approval chains, picklist values, and enforced rate limits.

Real-time action tracking

WebSocket feeds and append-only event logs capture every read, write, and side effect as your agent operates. Export complete traces for incident review, compliance evidence, or fine-tuning datasets.

Production impact preview

Replay agent plans against a shadow copy of your production schema to visualize affected contacts, drafted communications, and calendar activity — before a single production credential is issued.

From first prompt to approved production deployment.

Testing mode unifies product, operations, and security teams around evidence rather than assumptions — with every decision backed by complete traces and reproducible scenarios.

Pre-built scenario packs covering onboarding flows, escalations, GDPR requests, and complex customer threads.
Behavioral drift detection when agent performance deviates from baseline after model, prompt, or tool updates.
Branchable environments for side-by-side policy comparison on identical datasets.
CI/CD integration that blocks merges when regression suites identify new risky tool chains or policy violations.

Sample evaluation run

Scenarios exercised128

Policy violations prevented3

Broker latency (p95)182 ms

Human review queue0

Illustrative metrics. Your workspace reports metrics from your own live runs.