OWASP Top 10 for Large Language Model Applications — Security risk assessment for AI-using small businesses

Stop gambling with your AI tools—learn the 10 critical security gaps that could expose your customer data, drain your budget, or tank your reputation overnight.

What It Does for Your Business

The OWASP Top 10 for Large Language Model Applications is a free security framework that breaks down the biggest risks your small business faces when using AI tools like ChatGPT, Claude, or custom AI solutions. Instead of technical jargon, it translates real-world threats into plain English: prompt injection attacks that hijack your AI, data leaks that expose customer information, and model poisoning that corrupts your results. If you're using any AI tool in your business—whether it's customer service chatbots, content generation, or data analysis—this framework shows you exactly what to watch for and how to protect yourself.

You don't need to be a security expert to use this. OWASP distills complex cybersecurity concepts into ten clear categories that any small business owner, manager, or developer can understand and act on. It's the roadmap between "we're using AI" and "we're using AI safely," and it costs nothing to access.

Key Features

• 10 Critical Risk Categories — Covers prompt injection, insecure output handling, training data poisoning, and more in business-friendly language
• Free Framework — No registration, no paywall; download and reference the full guide instantly
• Real-World Examples — Shows how each vulnerability actually plays out in small business AI use cases
• Mitigation Strategies — Practical steps to reduce risk without hiring expensive security consultants
• Community-Backed — Maintained by OWASP, a trusted nonprofit with 20+ years of application security expertise
• Vendor-Agnostic — Works whether you're using OpenAI, Anthropic, Google, or building your own AI solutions

Best For

Marketing agencies and content shops using AI for copywriting; e-commerce businesses deploying chatbots; professional services firms (law, accounting, consulting) handling sensitive client data with AI; healthcare and financial services providers subject to compliance requirements; SaaS companies integrating LLMs into their platform; and any small business owner or manager who wants to understand AI security risks before an incident happens.

Pricing

Free. The full OWASP Top 10 for LLM Applications guide is available at no cost.

Business ROI

Using this framework to audit your AI tools before deployment can save you tens of thousands in breach remediation costs, regulatory fines, and reputation damage. A single data leak affecting customer information could cost $5,000–$50,000+ in notification letters, credit monitoring, and potential legal fees for a small business. By identifying and fixing vulnerabilities upfront—prompt injection filters, output validation, access controls—you reduce incident probability by 60–80 percent. Even a two-hour investment reviewing the framework pays for itself the moment it prevents one customer data exposure or stops a competitor from hijacking your AI to send fraudulent messages under your brand name. It also accelerates vendor evaluation: you'll ask better security questions when selecting AI tools, avoiding platforms with weak safeguards that could have cost you clients or compliance violations down the road.