Insights
Intelligence for the people building AI programs
Research, analysis, and perspective on enterprise AI security, governance, and the risks that most organisations discover too late.
Retrieval Augmented Generation, and How OBEL™ Actually Builds It
A technical walkthrough of how OBEL™ ingests, chunks, embeds, and retrieves documents for Retrieval Augmented Generation, the security controls applied at every stage, and the ways OBEL™ extends RAG beyond Knowledge Bases into Spaces memory and live web context.
Why Prompt Engineering is a Governance Problem
Most teams treat AI agent prompts like config files: edited directly, undocumented, no rollback procedure. When an agent starts behaving differently, nobody knows which prompt change caused it. ninthLABS on why prompts are policy documents, not configuration, and what proper prompt governance looks like.
Why Chatbot Governance Does Not Transfer to Agentic AI
Multi-step agentic AI systems introduce a fundamentally different risk profile from conversational AI tools. Existing governance controls designed for single-turn prompts are necessary but not sufficient. Here is what changes, what breaks, and what a defensible agentic governance model looks like.
Why Your AI Needs a Job Description
AI personas are not a personalisation feature. They are a governance control. Here is why role-scoped AI behaviour reduces your organisation's security exposure, compliance risk, and prompt injection attack surface.
Introducing OBEL Managed Services
OBEL Managed Services lets ninthLABS operate your AI governance deployment on your behalf - configuring policy, monitoring security events, reviewing governance posture - under a fully audited, session-scoped access model.
What the EU AI Act Actually Requires of Your Organisation
The EU AI Act is in force. Here is what it actually requires, without the maximalist reading or the dismissive one, for organisations building with, deploying, or using AI systems in Europe.
Shadow AI in Your Organisation: How to Find It and What to Do Next
Shadow AI (the unsanctioned use of AI tools by employees) is growing faster than most IT departments are tracking. Here is how to find it, what you typically discover, and what to do about it.
The Questions Your Cyber Insurer Is Now Asking About AI
Cyber insurers are adding AI-specific questions to renewal applications in 2026. Here are the five questions appearing most consistently, and what a confident 'yes' actually requires.
Why We Built OBEL
OBEL was conceived in mid 2023 at the intersection of RPA, cybersecurity consulting, and the first serious enterprise conversations about responsible AI. Two years later, what felt like a novel idea is now a necessity.