Conversational AI QA

Conversational AI Testing

Test conversational AI across realistic multi-turn journeys, semantic quality, business rules, execution integrity and release evidence.

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Conversational AI can take multiple valid paths to the same customer goal. Testing therefore needs to evaluate outcomes and constraints while allowing runtime variation in wording and route.

Goal-driven conversation tests

Describe what the customer is trying to achieve instead of hard-coding every turn. The simulated user can adapt to the live agent response.

Customer goals
Personas and playbooks
Recovery paths

Multi-turn evaluation

Evaluate the complete interaction, not isolated messages. Preserve conversation context and the evidence behind each important judgment.

Turn-level evaluation
Conversation-level evaluation
Evidence-linked findings

Business-rule validation

Use deterministic assertions for requirements that must be exact, including required handoffs, authorization and business state changes.

Business invariants
Required state
Correct handoff

Voice and conversational agents

Apply the same assurance model to conversational and voice workflows where the system has to achieve a goal through an adaptive interaction.

Voice agent journeys
Agent orchestration
Release regression

Related Shyena capabilities

Vera AI agent testing Evaluation model

Frequently asked questions

How do you test a conversational AI agent?

Define a business goal and persona, execute a realistic multi-turn journey, evaluate semantic and deterministic behaviour, verify execution integrity and retain the evidence behind the verdict.

Can conversational AI tests allow different valid responses?

Yes. Goal-driven testing can allow valid wording and path variation while enforcing deterministic business constraints and the intended outcome.

Can Shyena test conversational and voice agents?

Yes. Vera can exercise conversational and voice agents through realistic customer-style journeys.

See the assurance model against a real AI system.

Bring one business journey and see how Shyena maps, tests, evaluates, secures and connects the evidence to release decisions.

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