Protect your AI models and data from breaches and unreliability. BigID’s end-to-end AI security platform (AISP) makes it easy to assess risk and manage security across your entire organization.
Achieve Complete Trust in Your AI Applications
- Build AI confidently, knowing you’re using high-quality, compliant data and creating a model that’s unbiased and trustworthy
- Track data lineage and model usage to understand exactly where training data has come from and how it’s used, giving you complete visibility and ensuring transparency
- Discover shadow AI to prevent unmonitored security blind spots before they cause issues
- Stay ahead of evolving AI regulations to maintain constant auditability and compliance with frameworks like the GDPR or the EU AI Act
- Act fast on AI risks with automated insights and guided remediation, so you can resolve potential problems before they escalate
The Smarter Way to Secure AI: A Unified Platform Approach
Consolidate multiple security functions into one trusted system.
Centralized Visibility and Control
Currently juggling multiple dashboards and data centers from separate security tools? Our unified platform gives you a single pane-of-glass view across all of your assets and their threats. Easily monitor your AI models and detect anomalies so you can respond faster if something goes wrong.
Intuitive Protection
Do away with your array of vendors, contracts, integrations, and training sessions (and the costs that come with them). BigID’s unified platform reduces operational overhead and has a single easy-to-use interface for all your AI security needs. Without the direct and hidden costs of multiple system management, you save time and money.
Eliminate Silo Blind Spots
Siloed tools can often lead to inconsistent policies and blind spots in your data protection. Ensure consistent enforcement of security and compliance across your entire environment with single platform oversight, and don’t let any risks fall through the cracks.
Scalable and Future-Ready
Adapt to emerging security challenges without facing constant reconfiguration. AI systems and data volumes are constantly growing and changing, meaning your multi-point solutions struggle to keep pace and stay aligned. A centralized platform scales effortlessly alongside new use cases, data types, and security threats.
Improved Collaboration
Keep all your teams on the same page with a single source of truth they can all work from, rather than relying on separate tools and data. Reduce miscommunication and increase efficiency with everyone coordinating around the same shared goals and metrics.
How We Secure AI: Inside Our Unified Security Platform
Govern and safeguard every threat to your artificial intelligence, from AI-native security risks such as prompt injection and model abuse, to AI-amplified risks like data leakage.
Our all-in-one platform provides end-to-end coverage for both AI consumption and development. Your information is safe no matter how you use the technology.
Discover and Control AI Data and Assets
- Find and map all AI models and the data that’s used in them, from OpenAI and Azure to Copilot and Huggingface
- Automatically identify personal data across structured, unstructured, and vector databases (RAG storage)
- Ensure RAG only retrieves what each user is entitled to see with context-aware authorization combined with fine-grained data sensitivity and owner mapping
- Map data lineage and automatically identify any shadow AI, ensuring all sensitive or regulated data is labelled and monitored ready for secure AI use
Protect AI Workflows and Models Throughout Their Lifecycle
- Use built-in, identity-aware LLM security controls to ensure only authorized individuals interact with sensitive AI functions and access personal data
- Monitor and filter system prompts and outputs to prevent injection attacks and to detect noncompliant content before it leaves the system
- Implement a zero-trust architecture across your environment
Test and Red Team AI Risk to Detect Vulnerability
- Continuously stress-test AI models, simulating real-world attacks (including red teaming) to detect vulnerabilities
- Build automated AI risk assessments to continuously measure exposure
- Automatically monitor AI usage to identify any patterns that could suggest misuse, as well as over-privileged models or shadow AI
- Generate actionable risk metrics that display where your AI is most exposed and how resilient it currently is to emerging threats
Remediate Security Risks Automatically
Automatically quarantine risky models or datasets to prevent potential misuse
- Redact sensitive outputs before they leave the system
- Enforce policy controls across AI workflows and datasets
- Revoke access for unauthorized users or over-privileged AI models
- Maintain a strong AI Security Posture
Ensure Regulatory Compliance
- Automate policy enforcement and easily demonstrate compliance with evolving AI governance regulations
- Make every aspect of your AI use ready for audit, including model development, data usage, access control, and lineage
- Ingrain trust and transparency into your AI operations to maintain customer satisfaction in addition to satisfying legal authorities
Explore more ways to safeguard artificial intelligence in our article on AI Security Explained: How to Secure Artificial Intelligence.
Trusted by Industry Leaders. Proven in the Most Regulated Sectors
Every industry faces its own unique AI security challenges, so we’ve taken into account the demands of the most highly regulated sectors when engineering our platform. You can be confident we’ve considered your unique needs and have designed an industry-leading feature to meet them.
Here are just some of the sectors that benefit from our solution:
Financial Services
Handling sensitive financial data requires particularly robust security to prevent fraud. Identify and classify this critical data and ensure it’s never exposed to unauthorized AI.
AI and data regulations directed at financial services are particularly strict, so you must be undoubtedly diligent in playing by the rules, and proving it. Generate instant audit-ready reports showing data lineage, and risk mitigation efforts.
Healthcare
With personal patient records and clinical data on the line, you can’t afford for AI-driven data leaks to occur. Healthcare-specific compliance frameworks, such as HIPAA, strictly enforce how patient data must be accessed and processed.
BigID helps you discover, classify, and protect sensitive health information across all your AI workflows, and transparently demonstrate compliance, to ensure personal data remains secure.
Insurance
In insurance, you handle many forms of sensitive information, from PII and PHI to payments and claim records. Detect and classify these data types with ease and quickly ensure you’re using them in compliance with NAIC model laws as well as other industry-specific and regional regulations.
Use AI to help with underwriting? Prevent errors with our AISP, which keeps data clean and complete and automatically monitors outputs for accuracy and bias.
Life Sciences and Pharma
Research, clinical trials, contracts, and drug data are highly sensitive, so can’t be lost track of. What’s more, highly classified intellectual property and competitive research must not risk being leaked. Classify this information, whether it’s structured or unstructured, with BigID and ensure only authorized models and users have access to it.
AI can accelerate innovation, from molecule prediction to trial optimization, but only when training data is accurate, compliant, and free from restricted or confidential information. With BigID, you can safely use AI while protecting intellectual property and meeting regulatory requirements.
Why Industry Leaders Choose BigID as Their AI Security Platform
Full Service AI Security Coverage
BigID doesn’t just specialize in one area of AI security; we expertly protect the full lifecycle, from development and training to deployment and consumption. It’s also not only AI models themselves we safeguard, but all the data they’re built on too.
With us, you can be confident that every aspect of your AI assets, data, and workflows are safe.
Unified Platform, Not a Patchwork
Leave behind the challenges of using multiple disconnected tools. BigID provides a single, integrated platform that reduces complexity and ensures consistent enforcement of policies with a clear view across all AI assets.
Real-Time Risk Detection for Proactive Defense
We’re trusted by industry leaders, including Fortune 500 companies, to continuously stress-test their models with simulated attacks, and monitor usage patterns to proactively identify vulnerabilities before they become incidents. Don’t spend time and resources putting out fires; prevent them instead.
Designed for DSPM, DSP, and AI TRiSM
BigID uniquely combines Data Security Posture Management (DSPM), a full Data Security Platform (DSP), and AI TRiSM into one solution so you can get broad, holistic coverage of your assets while closing any gaps in security coverage that can occur when using multiple tools.
Ready for Enterprise and Grows With You
Handle as many AI models and large-scale datasets as you need across multi-cloud, hybrid, and on-prem environments. BigID scales alongside your AI adoption so you can grow and embrace new technology without compromising security.
Govern AI
BigID is the only platform that unifies discovery, policy, and risk management across both data and ai. Operate with confidence: build responsibly, move faster, and govern smarter.
FAQs: Learn More About Securing Your AI
What is an AI Security Platform (AISP)?
AISP is an integral infrastructure for companies using AI systems, from GenAI to AI agents. It’s a technology solution that uses advanced security measures to protect AI models and their training data from theft, attacks, and other threats. It also monitors models in deployment to ensure their integrity and reliability.
Another important focus of AISPs is compliance. They help you ensure that your AI systems adhere to regulatory standards, including auditing model training and use to maintain transparency and accountability, and managing data privacy.
Why Do Comprehensive AI Security Platforms Matter Now?
AISPs are more important than ever because they provide the tools and oversight you need to address emerging AI risks, safeguarding AI systems, data, and trust as adoption accelerates.
AI adoption has exploded. Generative AI and agentic AI are being embedded in everything from productivity suites to customer-facing applications. With that growth comes a new attack surface.
Key challenges driving the need for AISPs:
- Shadow AI: Employees using unapproved AI services without governance
- Prompt Injection and Jailbreaks: Malicious prompts that trick AI into leaking data or executing harmful actions
- Toxic Outputs and Hallucinations: Unreliable AI responses that can damage trust, compliance, or brand reputation
- Unauthorized Data Access: Retrieval-augmented generation (RAG) pulling sensitive data without proper controls
- Model Supply Chain Risks: Downloaded or fine-tuned models carrying hidden vulnerabilities
How Does a Unified AI Security Platform Support Secure AI Development Across its Lifecycle?
With a single platform for AI security, you can embed protection throughout the entire AI lifecycle, securing training data, models, and outputs from one platform. It:
- Validates and governs data before training
- Applies identity-aware controls during model building
- Continuously monitors for prompt or output risks in deployment
- Enforces compliance and posture management as models evolve
This end-to-end coverage ensures every phase of AI development remains safe and compliant.
How Can I Get Started With an AI Security Platform?
Getting started with BigID’s intelligent AISP is simpler than you might think, and it could be one of the most beneficial steps your organization takes towards secure, trustworthy AI.
Whether you’re building new models, integrating AI agents, or managing a growing AI ecosystem, our experts are here to help you take control. We’ll help you identify hidden vulnerabilities and strengthen governance to create a resilient framework that keeps your AI secure from development to deployment.
Ready to secure your AI with confidence?
Discover how AISP helps you prevent data leaks, reduce model risk, and enforce policy across every AI workflow.
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