Explore CYBNODE AI security research, threat intelligence, and insights written by our analysts.
An enterprise buyer asks you a question that sounds simple. Where is our data actually processed and stored? For a traditional SaaS product…
Explore Data residency for AI products: where does your data actually goSomewhere in your first enterprise contract, alongside the Master Services Agreement, you will likely be asked to agree to a Service Level…
Explore What is a Service Level Agreement (SLA) and what should an AI startup actually commit toAt some point in your first serious enterprise deal, someone from the buyer's legal team will send over a Master Services Agreement and ask…
Explore What is a Master Services Agreement (MSA) and what to check in the security clausesAsk any experienced security reviewer what they check first when assessing an AI product, and hardcoded secrets will be near the top of the…
Explore Hardcoded secrets in AI applications: the most common mistake that kills enterprise dealsSearch prompt injection and you will find hundreds of articles explaining what it is in the abstract. An attacker crafts input designed to…
Explore Prompt injection attacks in production AI: what actually happens and how to prevent itMost AI startups discover their attack surface the hard way, when an enterprise buyer's security team maps it for them and finds something…
Explore AI agent threat modelling: how to map attack surfaces before enterprise procurement asksEvery AI startup building on a hosted model has the same quiet problem. On every API call, your product sends data to a third party, and if…
Explore How to prevent PII leaking into your LLM API calls (a practical guide for AI startups)You have built a LangChain agent, it works, and an enterprise prospect wants a demo. Before you put it in front of a buyer whose security t…
Explore How to secure a LangChain agent before your first enterprise demoIf you are an AI startup searching for an AI security tool, you have probably come across names like Mindgard, Noma, and Giskard. They are…
Explore AI security tools for startups compared. Mindgard, Noma, Giskard, and CYBNODE.If you are a startup selling to enterprise and you have decided you need outside help with AI security, the next problem is choosing well.…
Explore How to choose an AI security firm and the questions to ask before you hire?If you are losing enterprise deals at the security questionnaire stage, you have probably moved past wondering why it is happening and star…
Explore We keep losing enterprise deals over security questionnaires. Who can help?If you are building a RAG system or any AI product with memory, you have chosen a vector database, probably Pinecone, Weaviate, or PostgreS…
Explore Vector database security: what enterprise buyers check in Pinecone, Weaviate, and PostgreSQL
