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Tag: AI Governance

Andreas Welsch on AI governance goals and the controls auditors expect

5 AI Governance Controls Auditors Expect to See

AI governance controls auditors expect: discovery, classification, authentication, login enforcement and audit evidence proving an AI policy is enforced.

Andreas Welsch expert report on the SaaSpocalypse and evaluating SaaS vendors on AI governance

How to Evaluate SaaS Vendors on AI Governance and Risk

Evaluate SaaS vendors on AI governance: separate core from peripheral software, check AI risk standards and data ownership, and budget for metered usage.

InformationWeek article with Andreas Welsch: AI Leadership in the Age of Executive Digital Twins

Executive Digital Twins: What “AI Zuckerberg” Signals

An executive digital twin can save leaders time and improve proposals, but it brings drift, trust and knowledge-ownership risks the C-suite must govern.

Andreas Welsch on PEX Network executive panel: Why Governance Is Critical For AI Innovation

Why Governance Is Critical For AI Innovation

Build AI governance that accelerates adoption without chaos. Key lessons on policy, training, measurement, and vendor selection from an executive panel.

PEX Network guest article by Andreas Welsch: Agentic AI for Process Excellence

Agentic AI for Process Excellence: Keep Accountability

Agentic AI for process excellence needs clear roles, rules, ownership and escalation thresholds, or agents speed up tasks while adding rework.

Agentic AI and the SaaSpocalypse — illustration on enterprise SaaS disruption

Why Agentic AI Won’t Bring The “SaaSpocalypse” Overnight

Andreas Welsch explains how agentic AI reshapes Enterprise SaaS: disruption risk, outcome-based pricing, governance, traceability, and workforce shifts.

The AI MEMO article illustration: Avoiding “AI Workslop” and Designing Accountable Work

How Leaders Prevent AI Workslop and Protect Quality

AI workslop shifts review onto leaders. Prevent it with clear decision rights, accountability for AI output, and hands-on training that protects quality.

The AI MEMO article illustration: Agentic AI and the Human Edge

Human in the Loop vs On the Loop: The Agentic AI Edge

Human in the loop vs on the loop for agentic AI: match oversight to risk, treat agents as digital employees and as software, and apply the four A’s.

The AI MEMO article illustration: Agentic AI: Practical Strategies for Scaling, Governance, and Workforce Adoption

Agentic AI: Scaling, Governance and Workforce Adoption

Agentic AI is moving beyond proof-of-concept pilots into operational deployments.

The AI MEMO article illustration: AI Leadership: How Executives Boost Potential With AI (Without Workslop)

How Executives Boost Human Potential With AI

Boost human potential with AI by moving past Copilot rollouts: start with business problems, use existing vendor AI features, and scale with champions.

Built In feature article with Andreas Welsch: Agentic AI Governance

Agent Slop: How Agentic AI Governance Prevents It

Agent slop is low-quality work from poorly designed AI agents. See how agentic AI governance, training, strategy, culture and orchestration prevent it.

Andreas Welsch discusses lightweight AI governance, AI slop and shadow AI

Lightweight AI Governance: Stop AI Slop and Shadow AI

Lightweight AI governance keeps AI slop and shadow AI in check: a fast intake process, one quality bar for all work, and human accountability for AI work.

The AI MEMO article illustration: Practical Adoption, Governance, and Measurable Impact for Agentic AI

Practical Adoption, Governance, and Measurable Impact for Agentic AI

What is Agentic AI really, how to avoid agent washing, and how can leaders govern adoption, prevent AI slop, and drive measurable impact.

The AI MEMO article illustration: AI Leadership: How to Bring AI Into the Business Without the Hype

How to Bring AI Into the Business Without the Hype

Bring AI into the business by starting with strategy and measurable goals, designing pilots to scale, fixing data foundations, and governing generative AI.

The AI MEMO article illustration: Turning AI Innovation Into Adoption In Marketing

AI Adoption in Marketing: Guardrails, Culture, Tools

AI adoption in marketing needs guardrails, not bans: approve tools, keep sensitive data out, normalize transparent use and start with content repurposing.

The AI MEMO article illustration: Why IT Can’t Be the “HR Department” for AI Agents

Should IT Be the HR Department for AI Agents?

IT cannot be the HR department for AI agents alone. See how an IT–HR partnership, clear agent roles and auditing make agentic AI governance work.

The AI MEMO article illustration: What Leaders Need To Know About Governing RPA Bots And Agents

RPA and Agentic AI: What Leaders Need to Know

RPA and agentic AI work best together: RPA runs repeatable UI steps where APIs are missing, agents handle uncertainty, and leaders start with the problem.

The AI MEMO article illustration: A Practical Executive Guide to Turning AI Strategy Into Adoption

AI Adoption Strategy for Leaders: A Practical Guide

An AI adoption strategy for leaders starts with KPIs, not tools. See how to choose an AI leader, enable every function and embed governance from the start.

Andreas Welsch on the Digital Leaders podcast: How Executives Win AI Trust Amid Workforce Change

How Executives Build Trust in AI Amid Workforce Change

Build trust in AI by tying adoption to measurable KPIs, making outputs explainable, involving stakeholders early and treating privacy as a boundary.