Hernan-Huwyler

Agent Identity and Delegated Authority for Risk Managers

Autonomous agents stopped being a lab experiment sometime in the last eighteen months. They now book travel, adjust pricing, reconcile invoices, write code, and answer customers …

An AI Governance Platform, Just an Expensive Dashboard?

AI Governance Platforms: A Buying Guide for GRC Leaders AI governance is quickly outgrowing spreadsheets and internal policy documents. This guide breaks down what an AI governance …

How Large Language Models Evolve Into Autonomous AI Agents

Enterprise AI has shifted from single-turn chatbots to autonomous agents, but few engineering teams actually understand the underlying architecture end-to-end. This guide breaks …

New Book AI Risk Quantification: A Practical Roadmap for Chief AI Officers

A practitioner framework for turning ambiguous AI exposure into decision-grade evidence. AI governance has a credibility problem. Many teams still document model inventory, assign …

AI ROI Adoption Plan For Cost And Revenue Gains

Deploying artificial intelligence inside a modern enterprise is rarely a purely technical hurdle. The harsh reality of the current market is that up to ninety five percent of …

Data Quality Requirements That Decide Whether Your AI Ships or Sinks

The validation accuracy means nothing if the training data is broken. I reviewed a production model with 92% validation accuracy. Training data passed schema checks at more than …

Critical Cost Discipline for Your AI Systems

A 3x cost differential for comparable performance on token consumption is not a procurement problem. It is an architectural failure waiting to happen. I sat in a review where the …

The EU AI Act's Transparency Rules Just Went Live

Most AI Managers Think Disclosure and Watermark Requirements Got Cancelled or Delayed I had a call with a compliance officer at a company that sells software into the Nordics. …

Tips for Implementing and Assessing AI Model Cards and Bills of Materials

Pull ten AI model cards from ten different vendors. Read the limitations section on each one. Most say close to nothing. A line about ongoing monitoring. A sentence about …

A Practical Guide for Engineers, Architects, and Governance Teams Who Need to Get It Right

Organizations shouldn´t treat AI security as an extension of their existing cybersecurity program. They run the usual penetration tests, validate API authentication, review access …