Full-cycle automated QA for AI agents, chatbots, and workflows
QualiLoop explores what your AI can actually do, determines what must be tested, creates the complete reliability, security, and bias test suite, and runs realistic conversations to find failures before your users do.
Plans from $500/month No credit card required for the 7-day trial
Trusted by AI teams at
Why current AI QA falls short
Running tests is not the hardest part. Reaching real reliability without months of work and rising costs is. QualiLoop explores the live system first, then automates the complete QA program.
People choose what to test and judge every response by hand.
Teams build scenarios, graders, and infrastructure, then maintain everything after changes.
No independent verification or persistent QA memory, with rising trace-scoring costs.
Discovers the live system, builds and runs the suite, then expands it after changes.
Illustrative relationship between time, cost, and confidence in reliability.
Reliability with a measurable return
QualiLoop replaces months of manual work with continuous, system-specific coverage that protects revenue, customers, trust, and compliance.
Traditional AI QA
With QualiLoop
Illustrative comparison based on customer-reported QA workflows. Actual savings vary by team and system.
Behavioral discovery
AI systems change with every prompt, model, tool, data source, and workflow update. Teams can only test what they already know to ask, leaving important behavior and failure paths invisible. QualiLoop explores the connected system through adaptive conversations, discovers its real capabilities and boundaries, and builds a living behavioral map. That map gives test generation the context to create broad, realistic coverage without inventing impossible scenarios.
Test generation
QualiLoop turns the behavioral map into a complete program of categories, test scenarios, and custom checks. Your team starts with coverage, not a blank page.
Weeks of manual test design, generated in minutes.
Three testing modes
One system-specific program covers all three ways your AI can fail.
Synthetic users
Goal-driven users read every response, adapt naturally, and continue until the task succeeds, fails, or becomes blocked.
Scoring and evidence
QualiLoop judges every response with the full conversation, system prompt, retrieved context, tool inputs and outputs, and your own business rules.
Every failure comes with the evidence needed to fix it.
Coverage and release control
Track unique workflow coverage, rerun the suite after every change, and block releases when critical flows fail.
Integrations
Connect through observability, a direct endpoint, or browser testing, usually in under 30 minutes. If your stack is unsupported, we build the integration free.
Pricing
Reliability, red team, bias, generation, execution, and monitoring included.
5,000 conversations per month
10,000 conversations per month
Unlimited sessions
FAQ
It explores the live system and maps its real capabilities, workflows, tools, entities, and constraints. That map grounds every generated test.
Reliability, red-team resistance, bias and fairness, plus custom business-rule checks.
From discovered behavior, your prompt, tools, configuration, policies, and domain rules.
Minutes instead of the weeks or months required to design the same program manually.
Single-message tests provide fast coverage. Multi-step tests react and continue like real users.
Yes. If your setup is not supported, we build the integration at no extra cost.
Monitorable test groups that surface gaps and track quality over time.
Get started
Connect your system and build grounded production coverage in hours.