Do we need to write reliability tests ourselves?

No. QualiLoop explores the connected AI system, maps its real capabilities and workflows, then generates grounded reliability categories, scenarios, and checks. Teams can review, edit, approve, and add domain-specific tests.

Can QualiLoop test multi-step AI workflows?

Yes. QualiLoop can run single-step tests and adaptive multi-step conversations, including workflows with tool calls, follow-up questions, missing information, and tool failure recovery.

Can reliability tests be used as release gates?

Yes. Tests can be saved into flows, scheduled, and used as release signals for critical AI system behavior.

AI reliability testing

Make your AI work reliably in the real world.

QualiLoop discovers what your system can actually do, creates the tests it needs, and runs realistic conversations before users find the failures.

Save months of AI QA Catch costly mistakes Connect in <1 hr

Book a demo Start 7-day trial

Plans from $500/monthNo credit card required for the trial

Grounded reliability tests generated by QualiLoop

Built around the real system

Test what users can actually experience.

QualiLoop explores the live system first, so coverage is based on its real workflows, tools, entities, rules, and failure paths rather than a generic checklist.

Behavioral map of an AI system's capabilities, workflows, actions, and entities

Discover

Map real behavior

Find supported workflows, tools, values, constraints, and unknown edges.

Generate

Create grounded coverage

Build categories, scenarios, and custom checks around what truly exists.

Verify

Run complete conversations

Test single and multi-turn behavior, including every response and tool call.

Production coverage

Test the outcome, not just the answer.

One automated program checks whether the system completes its job correctly from the first message to the final action.

Workflow completion

Tasks finish without loops, missing steps, or false success claims.

Tools and data

The right tools run with correct parameters and real returned values.

Rules and quality

Policies hold while responses stay accurate, clear, and on-brand.

Realistic execution

See the whole conversation and everything behind it.

Synthetic users adapt to every response. QualiLoop scores the conversation, tool calls, business rules, violations, tokens, and cost, then preserves the exact evidence behind every failure.

Single and multi-turnFull tool tracesReusable regressions

A realistic multi-turn reliability test run in QualiLoop

Measurable return

Less QA work. More confidence before release.

Hours, not months

Move from an empty plan to system-specific coverage in one working day.

Up to 90% lower QA cost

Automate test design, execution, scoring, and repeated regression work.

Continuous flow health

Rerun after every change and stop broken behavior before production.

Common questions

Reliability testing, without the setup burden.

Do we need to write the tests ourselves?

No. QualiLoop generates the categories, scenarios, and custom checks. Your team can review or add tests when useful.

Can it test multi-step workflows?

Yes. It runs both single-turn tests and adaptive multi-turn conversations with follow-ups, tool calls, and recovery paths.

Can tests gate releases?

Yes. Save critical tests into monitored flows, schedule regressions, and use their health as a CI/CD release signal.

Explore all testing modes

Get started

Find what breaks before your users do.

Connect your AI system and get grounded reliability coverage in hours.

Book a demo Start 7-day trial →