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AI & MLSecurity

Protect your AI systems from the threats generic security programs miss

AI and ML systems introduce risks that traditional security programs aren’t built to catch, including model theft, data poisoning, prompt injection and adversarial inputs.

Our AI & ML Security service assesses and secures your models, pipelines and data across the AI lifecycle, so you can deploy AI with confidence rather than exposure.

The value of securing your AI
Shield with a padlock at the centre, connected to protected cloud servers, containers, databases, laptops and phones

The value of securing your AI

AI-specific controls reduce exposure while giving regulators, customers and delivery teams clear assurance.

$6M

Prevent costly attacks.

Around USD 6M in losses can be prevented from model inversion, with reduced risk of model theft, manipulation or data leakage.

Assurance

Assurance for regulators and customers.

You get a documented AI risk posture for regulatory and customer assurance.

Safe adoption

Adopt AI safely and faster.

Security becomes an enabler for safer, faster AI adoption across the business.

What’s included

Focused protection across the model, data and operational pipeline.

AI/ML threat assessment

A risk review of your models, pipelines and training data.

Adversarial testing

Simulation of prompt injection, data poisoning and model evasion.

MLSecOps guidance

Access control, model versioning and monitoring for your AI pipelines.

Engagement at a glance

Duration

4–8 weeks, depending on model complexity.

Your engagement team

AI Security Lead, ML Engineer and Data Security Analyst.

Tools and technologies

MITRE ATLAS, OWASP ML Top 10, and model-scanning and LLM red-teaming tooling.

Delivery partners

Delivered in-house.

Pricing

A fixed fee per assessment. Contact us for a quote.

What we’ll need from you

Access to models and pipelines (or a representative sandbox), training-data documentation, and an AI/ML architecture SME.

Ready to
get started?

Start securing your AI so you can deploy it with confidence, not exposure.

LET’S MAKE INTELLIGENCE USEFUL

A real challenge. A new possibility.

Tell us what you’re working on and the Osol team will get back to you.