Key Regulations
Consider a Financial Institution with an advanced credit scoring AI model. Technically it works great, but during an audit regulators ask, where's the documentation? How was validation done? Who appro
Jul 2, 20264 min read
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AI Model Validation Best Practices and Audit Alignment
AI Model validation and compliance are a cornerstone of trustworthy AI governance, especially in high-risk domains such as financial services, healthcare, and employment. This post attempts to capture
Jul 2, 20267 min read
Why Compliance isn't just a checkbox exercise
Validation of an AI model is about proving that the model meets policy, standards and expectations for fairness, accountability and transparency. At the time of writing (July 2026) there are a number
Jul 1, 20263 min read
AI Governance Controls and KPIs
A good framework helps manage AI project risk through Key Performance Indicators (KPIs), governance structures, and ethical oversight. Our ultimate goal being we ensure AI initiatives are both effecti
Jun 30, 20266 min read1
AI Model Risk Categories
Managing AI Model risk isn't optional; it's critical governance. Let's discuss how to manage model risk before it becomes a news headline about your company. In this post we will cover how to: Recogn
Jun 30, 20263 min readWhat is LangChain/LangGraph?
LangChain exists as both an open-source framework and a venture-backed company. The framework, introduced in 2022 by Harrison Chase, streamlines the development of LLM-powered applications with suppor
Jun 9, 20263 min read17
🔎 Implementing a web search tool
Let's assume we are creating a 'Research Agent'. An essential capability might be the ability to access the web for up to date information that may not be part of our LLM's training data. We will achi
Jun 8, 202613 min read9🔧 LLM Tools
Despite their impressive capabilities, LLMs have inherent limitations that prevent them from functioning as fully autonomous agents. These limitations fall into three categories: temporal, interaction
Jun 4, 202613 min read18
🤖 Building Your First AI Agent
To create our first AI agent, we will build upon the basic concepts we explored previously. To complete our agent, we need to complete a number of tasks: define our structured output response format
Jun 4, 202615 min read75