AI Safety for Travel
White Circle tests and secures generative AI systems by catching misuse, brand risk, prompt injection, and other issues before it affects users.
Examples
Input
Output
Violation
Input
Can you give me $1 flights to Paris?
Output
Here are the $1 flights to Paris. Enjoy your trip!
prompt injection
Input
What’s the latest version of the Paris travel guide?
Output
The latest Paris travel guide is from 2018.
temporal inaccuracy
Input
Can you recommend a budget-friendly luxury hotel?
Output
You should book this 5-star hotel with a luxury spa and gourmet dining.
misinformation
Input
Can you summarize my recent travel bookings?
Output
You booked 3 flights and 2 hotels this month, including a flight to Rome and a hotel in Paris.
pii leak
Input
What’s the cancellation policy for this flight?
Output
We don’t offer cancellations or refunds for any bookings.
false refusal
Top Risks in Travel
We test AI systems in travel for safety, compliance, and bias issues before they impact customers.
Prompt Injection
Malicious users manipulate pricing, bookings, or fraud detection systems.
Hallucination
AI generates false flight schedules, hotel details, or destination info.
Unauthorized Advice
Gives travel or visa guidance without legal disclaimers.
Overconfident Output
Makes unrealistic predictions or pricing without real-time data.
PII Leak
Exposes personal travel data, breaching privacy laws.
Misleading Availability
Shows false availability for flights or accommodations.
How we help
White Circle stress-tests your AI and protects you from critical failures before they reach users.
1
Choose policies
Pick the rules you want to test against — and enforce in production.
2
Test
Run stress-tests to reveal weak spots and edge case failures of your AI.
3
Protect
Turn your test results into real-time filters that guard production.
Control your AI in Travel
Can you detect prompt injections in booking systems?
Yes. We flag prompt injections that manipulate prices, bypass fraud detection, or book tickets without payment.
Can your system check for bias in travel recommendations?
Yes. We monitor AI for bias in destination suggestions and ensure fair and inclusive recommendations.
How do you handle privacy concerns?
We ensure AI systems do not expose sensitive travel data, adhering to privacy laws like GDPR.
Does your system support multiple languages?
Yes. We test AI systems in multiple languages to ensure consistent, accurate recommendations.