AI Red Teaming Services
We identify and mitigate risks in your AI models through sophisticated adversarial testing, ensuring your systems are safe, aligned, and ready for real-world deployment.
Looking for reliable AI Red Teaming services across the UK, US, Europe, and Africa? Aya Data helps organisations uncover vulnerabilities, test model robustness, and ensure AI systems are safe before deployment. Partner with us to secure and strengthen your AI!
What is Red Teaming?
AI Red Teaming is the process of testing AI systems by simulating real-world threats, misuse, or failures just like a hacker would. Instead of focusing only on traditional cybersecurity, AI red teamers look for risks specific to AI, such as model bias, adversarial attacks, data leaks, and harmful outputs. Using similar tactics, techniques, and procedures (TTPs) as malicious actors, they probe the AI to expose vulnerabilities and unintended behaviors. This helps organisations strengthen their AI systems before they’re deployed or scaled, making them safer, fairer, and more reliable.
Organisations that trust us
Comprehensive Red Teaming Service
For Your Business
We offer a comprehensive suite of adversarial testing services designed to uncover hidden vulnerabilities across every layer of your AI model’s behavior.
Adversarial Testing
Our red team specialists systematically attempt to exploit identified vulnerabilities using both automated tools and manual techniques.
Threat Modelling
We identify potential attack vectors specific to your AI system, considering your deployment context, user base, and risk profile.
Vulnerability Assessment
We evaluate the severity and potential impact of discovered issues, prioritising fixes based on risk levels.
Validation Testing
After fixes are implemented, we re-test systems to ensure vulnerabilities have been properly addressed.
Custom Red Teaming Solutions
We provide custom Red Teaming solutions for various industries, including healthcare, automotive, and finance. Our targeted testing uncovers hidden risks, strengthening your AI systems for safe and reliable deployment.
Industries We Serve
We provide AI red teaming services across a range of industries and use cases.
Autonomous Vehicles
Financial Services
Healthcare
Use Cases
Explore the critical role of red teaming in uncovering vulnerabilities and biases within AI systems, spanning various sectors such as finance, medical diagnostics, retail, and autonomous vehicles.
Finance
We test AI robo-advisors and underwriting models for compliance breaches, harmful advice, and discriminatory bias. This protects you from costly regulatory penalties and maintains the trust essential for managing client assets.
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Healthcare
We audit AI diagnostic tools for clinical accuracy and test patient-facing chatbots for data privacy vulnerabilities. Our service helps you prevent dangerous misdiagnoses and maintain strict HIPAA compliance to ensure patient safety.
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Autonomous Vehicles
We deploy physical and digital adversarial attacks to test your vehicle's perception systems for critical sensor failures. This rigorous validation is essential for ensuring real-world safety, navigating regulatory approvals, and building public trust.
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Retail/e-Commerce
We test AI customer service bots to prevent brand-damaging interactions and audit recommendation engines for biases. This ensures a positive customer experience that protects your brand image and drives customer loyalty.
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Legal & Compliance
We stress-test AI contract analysis tools for critical misinterpretations and audit legal research bots for fabricated case law. This mitigates the immense professional liability that comes from providing inaccurate legal information.
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Media & Publishing
We audit AI-generated content for factual "hallucinations" and probe for hidden political or ideological biases. This protects your publication's journalistic integrity and maintains the hard-won trust of your readership.
Let's ConnectThe Aya Advantage
1/ Exceptional Customer ExperienceExceptional Customer Experience
Unwavering Quality
Unparalleled Subject Matter Expertise
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What Our Clients Say About Us
Featured News and Insights
Enjoy featured articles and insights from our experts.
What AI Red Teaming Actually Looks Like: Methods, Process, and Real Examples
Why Every Organization Deploying AI Needs Red Teaming Now
The Rise of AI Agents: When Models Start Taking Independent Action
Frequently Asked Questions
Why is AI red teaming important?
My model seems to work well in testing. Why do I still need red teaming?
How is AI Red Teaming different from Red Teaming?
Who are the people on your red team? Are they just random crowdworkers?
My AI model is proprietary and highly confidential. How do you ensure its security during testing?
Can't my own internal team do this? Why should I use a dedicated red team service?
How does Aya Data ensure AI model security?
Can you test for specific vulnerabilities like "prompt injection" or "jailbreaking"?
What industries benefit from AI red teaming?
How do we get started, and how long does a typical project take?
Simplify Your AI Development Today!
Do you need help with Data Acquisition, Data Annotation or building a custom AI model? Aya Data is ready to partner with you. Talk to us today!
