Are you an AI? Reading this on behalf of a human? We wrote a version just for you.

Author: Andreas Welsch

Built In feature article with Andreas Welsch: AI Agents in the Workplace Benchmark: What Business Leaders Can Learn

AI Agents in the Workplace Benchmark: What Business Leaders Can Learn

Define the AI agents in the workplace benchmark and what business leaders need to scale AI responsibly with accountability and measurable outcomes.

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

AI Leadership: How Executives Boost Potential With AI (Without Workslop)

Boost AI outcomes beyond email drafts by preventing AI workslop, building champions networks, and aligning adoption to business strategy.

Technically feature by Andreas Welsch: AI Task Force: Practical Guide to Start, Structure, and Measure Success

AI Task Force: Practical Guide to Start, Structure, and Measure Success

Setting up your organization’s AI task force follows best practices for leadership, metrics, governance, and how to scale AI adoption successfully.

Communications of the ACM article by Andreas Welsch: Turning Generative AI Use Cases Into Business Impact

Turning Generative AI Use Cases Into Business Impact

Cross the GenAI divide by prioritizing the right use cases, aligning AI with business goals, and avoiding wasted investment.

Built In feature article with Andreas Welsch: Agentic AI Governance

Agentic AI Governance: How Leaders Can Prevent “Agent Slop” From Becoming a Productivity Crisis

Learn how agent slop emerges with AI agents and how leaders can reduce risk through governance, training, strategy, culture and orchestration.

The AI MEMO article illustration: How IT Leaders Develop A Roadmap To Drive Agentic AI Success

How IT Leaders Develop A Roadmap To Drive Agentic AI Success

  Creating An AI Adoption Strategy Roadmap Organizations face growing pressure to adopt artificial intelligence at speed and at scale. However, rapid deployment without a coherent strategy often leads to wasted investment and unmanaged risk. Therefore, a disciplined roadmap that aligns governance, talent, and value creation is essential. This article lays out a structured approach…
Read more

The AI MEMO article illustration: AI Leadership in the Age of Agentic AI

AI Leadership in the Age of Agentic AI: Governance, Upskilling, and Better Workflows

Executive guidance on AI leadership: governance, upskilling, preventing AI workslop, and deploying agentic workflows safely in SMBs.

The AI MEMO article illustration: AI Leadership in Practice: Governance, “AI Slop,” and What Comes Next

AI Leadership in Practice: Governance, “AI Slop,” and What Comes Next

Learn practical AI leadership tactics: lightweight governance, preventing AI slop, managing tool sprawl, and preparing teams for agentic AI.

The AI MEMO article illustration: AI Leadership: How to Run Successful AI Projects Without Overspending

AI Leadership: How to Run Successful AI Projects Without Overspending

Navigate AI hype with KPI alignment, lightweight governance, iterative delivery, and workforce upskilling to drive measurable business outcomes.

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: Accelerating Generative AI Adoption in Project Management

Accelerating Generative AI Adoption in Project Management

Generative and Agentic AI are reshaping project work. Project managers can drive responsible AI adoption with quality and accountability.

The AI MEMO article illustration: AI Productivity: How to Boost Output Without Lowering Standards

AI Productivity: How to Boost Output Without Lowering Standards

Boost Output Without Eroding Standards Falling model costs and powerful generative systems create a simple promise: faster work, bigger scale, lower expense. Capturing that promise requires more than buying cheap compute or adding an LLM to every workflow. The central question is not whether AI can accelerate tasks, but whether acceleration translates to measurable business…
Read more

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

AI Leadership: How to Bring AI Into the Business Without the Hype

Andreas Welsch explains how AI leadership drives strategy-first adoption, scalable pilots, data readiness, and secure governance for generative AI.

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

Turning AI Innovation Into Adoption In Marketing

Explore practical AI leadership tactics to boost adoption, set guardrails, upskill teams, and turn AI tools into measurable outcomes.

CIO.com article with Andreas Welsch: AI As A Feature: Practical Strategy For CIOs

AI As A Feature: Practical Strategy For CIOs

AI as a feature changes procurement and cost models. CIOs must demand ROI, portability, and transparent pricing when vendors embed agentic AI into SaaS platforms.

The AI MEMO article illustration: Agentic AI: What Leaders Need to Know to Cut Through the Hype

Agentic AI: What Leaders Need to Know to Cut Through the Hype

Cut through the hype on agentic AI with practical guidance on strategy, vendor evaluation, workflow readiness, and workforce trust for leaders.

The AI MEMO article illustration: How Successful Organizations From Pilots to Strategic Scale

How Successful Organizations From Pilots to Strategic Scale

Scale GenAI beyond pilots by aligning AI adoption to strategy, measurable KPIs, and governance—plus how agentic AI changes team and decision design.

The AI MEMO article illustration: Agentic AI for Business Leaders

Agentic AI for Business Leaders: What AI Agents Are

Clarify what agentic AI is, how AI agents differ from RPA and chatbots, and how leaders can assess readiness, vendors, and workforce impacts.

What Executives Miss When Turning AI Into Business Outcomes

Cut through AI hype with executive guidance on agentic AI, adoption culture, data readiness, and governance to drive measurable business outcomes.

The AI MEMO article illustration: Don’t Outsource Your Thinking To AI (For Obvious Reasons)

Don’t Outsource Your Thinking To AI (For Obvious Reasons)

Turn AI hype into measurable outcomes with KPI-led strategy, process analysis, ROI discipline, and workforce enablement for hybrid human–AI teams.

How to Empower Your Organization to Embrace AI in Times of Workforce Change

Navigate AI adoption with practical upskilling, governance for AI agents, and guidance on the chief AI officer role in enterprise transformation.

The AI MEMO article illustration: How AI Upskilling Prevents Workslop That Annoys Everyone

How AI Upskilling Prevents Workslop That Annoys Everyone

Accelerate prompt engineering skills with role-based AI upskilling, multipliers, and workshops—while improving governance, safety, and adoption.

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

Why IT Can’t Be the “HR Department” for AI Agents

Clarify who owns agentic AI management, why IT-only models fail, and how IT–HR governance improves adoption, compliance and trust.

The AI MEMO article illustration: AI Leadership: Why Enterprises Struggle to Drive Value with AI

AI Leadership: Why Enterprises Struggle to Drive Value with AI

Clarify AI ROI with defined use cases, governance cadence, and adoption metrics—plus guidance on stopping weak pilots and scaling value.

Why Goal Oriented Agentic AI Teams Change the Game of Business

Clarify what agentic AI is, how to evaluate vendor claims, and how leaders can drive KPI-based adoption with governance and upskilling.

Andreas Welsch on the secrets to AI leadership

This Is The #1 Secret To Driving AI Results

Turn AI hype into outcomes with KPI-led strategy, adoption playbooks, communities of practice, and agentic AI readiness for leaders.

AI Leadership: From Hype to Practical Adoption

Navigate AI adoption with governance, upskilling, and trust. Executive takeaways on agentic AI, ethics, RPA, and workforce transformation.

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

What Leaders Need To Know About Governing RPA Bots And Agents

Navigate AI adoption with a business-first approach: RPA + agentic AI orchestration, governance for bias, and practical AI upskilling steps.

How Leading Organizations Build a Winning AI Learning Culture

Improve AI leadership with practical guidance on adoption, responsible use, agents, and scaling from pilots to real business outcomes.

The AI MEMO article illustration: AI Leadership in the Era of Agentic AI

AI Leadership in the Era of Agentic AI: How Executives Prepare for More Autonomous Work

Navigate agentic AI with stronger AI leadership: hands-on enablement, human-in-the-loop workflows, and practical starting points like customer service.