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Before asking whether your agent is powerful enough, ask something more basic: who owns this when it breaks? Worth a read before your next agent goes live: www.avepoint.com/shifthappens...

Prototype to Production: Who Owns AI Agents When They Break?

When AI agents break, who owns the fallout? Learn how to define ownership, decision rights, and governance for production-ready agents. Read more.

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A committee is not an answer. A roadmap is not an answer. A department name is not an answer. The goal is reliable delegation. Not autonomy.

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An agent without a clear owner is not an innovation project. It is an unmanaged actor inside your business. Who owns the outcome when it sends the wrong instruction, updates the wrong record, or silently stops doing the thing people have started to rely on?

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86% of organizations delayed AI agent rollouts by an average of six months. Gartner predicts over 40% of agentic AI projects will be canceled by end of 2027. The technology is not the problem. Ownership is.

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Two Lawyers Lost to an AI. Here's the Part That Actually Matters.

Find the actual point in your workflow where AI stops preparing and a specific human starts deciding. Not a policy. An actual person, at an actual moment, who owns saying yes or no before it goes out. New Dux Quax newsletter is live - catch it and subscribe here: www.linkedin.com/pulse/two-la...

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A freelancer beat two lawyers using AI for $400. Two elite law firms got embarrassed by the same tech. The real difference was who reviewed it.

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The difference was not the AI. It was the handoff. Garfield used AI to prepare everything, then handed the advocacy to a human barrister at the exact moment judgment was required. The firms that got burned skipped that moment entirely.

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Dux Raymond Sy @meetdux.bsky.social · 17/08/2026

A freelancer paid £400 to an AI law firm. She was owed £7,000. The other side showed up with a solicitor and a barrister. She won. Both the claim and the counterclaim against her. In the same stretch, two elite law firms had to self-report AI hallucinations in actual court filings.

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Use it yourself first. Start with friction. Let people build. Leave room to breathe. Listen to the full Episode 127 of #shifthappens here:

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Dux Raymond Sy @meetdux.bsky.social · 17/08/2026

Monica French, USA SMB Director at Microsoft, has been sitting with SMB founders navigating this in real time. Her take: the tools matter less than the judgment of the person setting the tone.

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Dux Raymond Sy @meetdux.bsky.social · 17/08/2026

82% of business leaders call this the pivotal year to redesign with AI. 62% of employees feel their leaders are overlooking the emotional cost of doing so. That gap is where small business AI adoption quietly breaks down.

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Dux Raymond Sy @meetdux.bsky.social · 14/08/2026

The organizations getting this right are redesigning around three things: decision rights, workflow ownership, and governance accountability. That is what an AI-first org chart actually looks like: www.fastcompany.com/91585875/how...

fastcompany.com

How to structure AI-first organizations

Three tips for creating successful org charts

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Dux Raymond Sy @meetdux.bsky.social · 14/08/2026

82.7% of organizations are confident in their ability to prevent unauthorized AI data access. Among those same confident organizations, 62% still experienced AI-related unauthorized access incidents. Confidence and control are not the same thing.

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Dux Raymond Sy @meetdux.bsky.social · 14/08/2026

Most org charts were built to show who reports to whom. They were not built for a world where AI agents can draft, analyze, route, and initiate actions without direct supervision. That gap is where accountability quietly disappears.

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Dux Raymond Sy @meetdux.bsky.social · 13/08/2026

The organizations navigating this well are not the ones with the most training programs, but ones where leaders model accountability out loud, define clear boundaries for autonomy, and treat governance as a cultural practice rather than a policy document. Read on: www.avepoint.com/shifthappens...

AI Literacy Is the New Leadership Imperative for Organizations

Explore how AI literacy is essential for leadership in today's organizations. Learn about the shift from training to governance in the age of agentic AI.

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Dux Raymond Sy @meetdux.bsky.social · 13/08/2026

The gap between trained and ready is widening precisely as agentic AI enters the enterprise. When AI moves beyond responding to prompts and starts coordinating workflows and influencing decisions, literacy stops being about familiarity. It becomes about judgment, accountability, and governance.

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Dux Raymond Sy @meetdux.bsky.social · 13/08/2026

99.5% of organizations already implement some form of AI literacy intervention. Yet more than four in ten employees are minimally prepared to work alongside AI agents. Exposure to AI does not guarantee readiness for it.

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For government agencies, data security is not just a technical requirement. It is a public trust imperative. Worth a read if your organization is using or evaluating Salesforce in a regulated environment: www.avepoint.com/shifthappens...

Why a Strong Data Security and Management Foundation Matters for Public Sector Organizations Using Salesforce

Join this exclusive event to network with peers and gain valuable knowledge from industry leaders to help you build a digital workplace that’s reliable, equitable and secure.

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Salesforce's newest AI tools like Einstein 1 and Agentforce are only as useful as the data foundation underneath them.

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Poor data management in the public sector creates three compounding risks: heightened vulnerability to cyberattacks, operational inefficiencies that erode public trust, and non-compliance penalties that are harder to recover from than in the private sector.

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Dux Raymond Sy @meetdux.bsky.social · 06/08/2026

Salesforce has over 50 individual use cases across government agencies. And the average cost of a data breach is almost $5 million. For public sector organizations handling citizen data, that number carries political and legal consequences too.

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New Dux Quax (my bi-weekly newsletter) breaks down why, and the one move to make this week if your org has not closed that gap yet. Check it out here: www.linkedin.com/pulse/five-a...

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Five AI Headlines This Week. One Missing Name.

From a new open-source model to a blown AI budget, every headline this week traces back to the same missing thing: nobody named who's accountable.

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Dux Raymond Sy @meetdux.bsky.social · 06/08/2026

A record-breaking open-source model. A joint statement from Microsoft, OpenAI, and Meta. The EU AI Act going fully live. Gartner forecasting 40% of agentic AI projects will be canceled by 2027. Every single one of those stories is missing the same thing. A name.

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Dux Raymond Sy @meetdux.bsky.social · 06/08/2026

A company reportedly burned through its entire 2026 AI budget in four months. Five major AI headlines this week. Different stories. One missing answer in all of them: who actually owns this decision?

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Dux Raymond Sy @meetdux.bsky.social · 04/08/2026

The technology is rarely what gets in the way. Unspoken decision rules. Deferred trade-offs. Friction that nobody has named yet. These are what AI exposes, and what organizations have to confront before anything scales.

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Dux Raymond Sy @meetdux.bsky.social · 04/08/2026

AI has a way of making organizational problems impossible to ignore. Bud Caddell, Founder of NOBL, has spent his career watching it happen. His take on why AI adoption stalls is one of the most honest perspectives I have come across.

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Generative AI does not replace the creative mind. It removes the friction that slows it down. Inspiration when you are stuck. Exploration without starting from scratch. First drafts in minutes instead of hours. Personalized content at scale.

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Creatives are not being replaced by AI. The ones who figure out how to work alongside it are just going to be significantly harder to compete with.

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#seoul #aigovernance #korea #frontierleadership #microsoft365 #copilot | Dux Raymond Sy

That is the tapping-the-bridge instinct. Most organizations do not develop it until after an incident forces the question. One move if you are building AI agents right now: pick one agent already in production and write down who is actually accountable for it.

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돌다리도 두들겨 보고 건너라. Even a stone bridge should be tapped before you cross it. I thought of that old Korean saying during our Agentic AI workshop in #Seoul with Microsoft Korea. The question in the room ...

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At our Agentic AI workshop in Seoul with Microsoft Korea, the room moved past the excitement quickly. The questions were not about how to adopt AI faster. They were about who owns it, who reviews it, and who gets called when something goes wrong.

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돌다리도 두들겨 보고 건너라. Even a stone bridge should be tapped before you cross it. 98% of AI companies in South Korea do not yet have a compliance system in place for the AI Basic Act that took effect in January. The bridge looks solid. Almost nobody has tapped it yet.

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The question for every organization watching is not whether AI can do this at scale. It is whether your governance foundation is ready to support it when the stakes are this high: www.avepoint.com/shifthappens...

AI at the Olympics: A Game-Changer for Paris 2024

These Olympic Games will be a stage for technological innovation, showcasing new advancements in many different fields — especially when it comes to AI.

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This is what governance and innovation working together actually looks like. The next Olympics could push this even further.

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At Paris 2024, there were 450 million attempted cyber-attacks on the Olympic digital ecosystem. All prevented. AI monitored 15,000 athletes' social media accounts in real time. Biomechanical analysis helped athletes optimize technique down to their movement patterns.

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Dux Raymond Sy @meetdux.bsky.social · 28/07/2026

The World Cup just showed us what AI-powered sports looks like at scale. Real-time stats. Personalized fan experiences. Social media protection for players. And the next Olympics is already raising the bar even further.

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The organizations winning at multi-cloud are not the ones with the most providers. They are the ones with fewer, better-integrated ones and a strategy built around simplification rather than accumulation: www.avepoint.com/shifthappens...