Secure AI Deployment Checklist: 12 Controls
An AI application can pass every development test and still create security problems once it reaches a live environment. Sensitive data may enter prompts, users may gain excessive
AI Access Controls: Designing Zero-Trust Governance
A single AI application can access company documents, databases, APIs, and customer information across multiple systems. Without the right controls, this can expose sensitive infor
LangSmith vs Humanloop: Which AI Oversight Tool?
A reliable AI application needs more than a capable language model. Teams also need visibility into prompts, model responses, errors, evaluations, and changes made during developme
AI Model Registry vs AI Inventory: What’s the Difference?
A company can have dozens of AI models on record and still have little visibility into the other AI tools being used across the business. Teams may use chatbots, AI agents, third-p
LLM Observability: How to Monitor AI Models in Production
A model can perform perfectly during testing and still behave differently once real users start interacting with it. Unexpected responses, rising costs, slow outputs, and failed AP
LLM Evaluation: A Complete Framework
Ever pushed a prompt update to a live application only to find it affected three other features? A language model can generate impressive responses within seconds, but how can orga
AI Agent Tool Poisoning: What It Is and How to Defend
Ever watched an automated assistant make an unexpected database request or run a hidden script without approval? AI agents are becoming more connected to business applications, dat
GDPR Article 22 & AI: Automated Decision-Making Oversight
Ever clicked submit on an application only to receive an automated response within seconds? Artificial intelligence helps organisations process applications, detect fraud, assess f
AI Guardrails: What They Are and How to Design Them
Every organisation using AI faces an important question: what happens if an AI system shares confidential information, produces inaccurate recommendations, or performs actions outs
OWASP LLM Top 10: A Practical Guide for Security Teams
Ever watched a simple chatbot get tricked into sharing confidential company information or running an unwanted script? Large Language Models are helping organizations automate cust
