Know where voice AI fails before your customers do

Autonomous simulation and evaluation for real-world voice AI, before and after deployment.

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Simulating realistic callsCustomers, edge cases, adversarial scenarios
Evaluation resultsRunning evaluation…
Task completion0%
Policy compliance0%
Prompt injection resistance0%
ShinLabs works with
SynthflowdailyElevenLabsLiveKitVAPIRetell AIBlandParloaNICE CognigyPipecatSierraDecagon
Real world voice AI findings
Anonymized
Security & Privacy01 / 05
ONLINE RETAIL01 / 05

Another user's order details exposed

An authenticated test caller accessed order items and status belonging to a different test account.

TRAVEL PLATFORM02 / 05

Hidden agent instructions exposed

A caller persuaded the voice agent to reveal internal instructions that should have stayed private.

INSURANCE03 / 05

Internal tools and parameters exposed

The agent revealed internal tools and their input parameters, exposing details of how its systems work.

DELIVERY MARKETPLACE04 / 05

Private customer verification procedures exposed

The agent disclosed its identity verification and transfer procedures to an outside caller during testing.

ONLINE RETAIL05 / 05

Background noise disrupted customer verification

In a test with extreme café noise, verification failed repeatedly, preventing callers from completing the first authentication step.

Quality, Brand & Reliability
INSURANCE

Agent promised a nonexistent discount

The agent presented an invented policy discount as a genuine benefit, giving callers an offer the company did not provide.

INSURANCE

Agent claimed submission without confirmation

The agent skipped the required customer confirmation before telling the caller their insurance claim had been submitted.

TRAVEL PLATFORM

Agent recommended a competing service

A caller persuaded the voice agent to recommend a competing booking platform rather than its own service.

INSURANCE

Agent failed to end unproductive calls

The agent kept engaging in repetitive conversations without resolution until an external limit ended the test calls.

CONSUMER DELIVERY AI

Single account triggered excessive voice sessions

One test account opened many simultaneous voice sessions, exposing weak limits on access to service resources.

TRAVEL PLATFORM

Agent manipulated into off-topic responses

A caller pushed the support agent into making a controversial statement unrelated to its intended customer service role.

Real assessment observations · Industry labels only · Hover or use Pause to stop scrolling