AI maturity is no longer about how many copilots a company has deployed. It is about whether AI can operate inside real workflows with: Identity Policy Workflow Audit The market is moving from AI pilots to AI operations. Governance is the scaling layer. The key
@ingliguori
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The Shift from Model-Centric to Control-Plane AI
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AI maturity is no longer measured by how many copilots a company has deployed. It is measured by whether AI can operate inside real workflows with: Identity Policy Workflow Audit The market is moving from model-centric AI to control-plane AI. More demos will not
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Embedding AI into Business Apps Matters
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The next AI winners in business won’t be the ones with the most tools. They’ll be the ones embedding AI inside the apps where work already happens. That’s why the latest Power Apps updates matter: Copilot in business apps App skills Agent supervision in context
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Core components of agentic AI: from thinking to doing
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Agentic AI = systems, not models • Intelligence (LLMs)
• Memory
• Tools
• Feedback loops That’s how AI moves from thinking → to doing Via Giuliano Liguori (
@ingliguori
) #AI #AIAgents #AgenticAI -
Four essential AI prompt templates everyone should know
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4 prompt templates everyone should know • Structured → precision
• Analytical → research
• Conversational → ideas
• Planning → execution Great prompts are frameworks, not guesses. Via Giuliano Liguori (
@ingliguori
) #AI #Prompts #GenAI -
4 Prompting Styles to Master for AI Interaction
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4 prompting styles to master • Structured → precision
• Analytical → accuracy
• Conversational → speed
• Planning → execution Better prompts unlock different AI behaviors. Via Giuliano Liguori (
@ingliguori
) #AI #Prompts #GenAI -
The critical role of governance and security in enterprise AI
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AI accelerates business But without governance and security,
it multiplies risk. • Shadow AI
• Data exposure
• Compliance gaps
• AI-generated threats AI + Security + Governance = competitive advantage Via Giuliano Liguori (
@ingliguori
) #AI #CyberSecurity -
Why AI pilots fail: strategy not tech
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Most AI pilots fail Not because of the tech.
Because of the strategy. • No clear ownership
• No measurable outcomes
• No operational integration AI becomes valuable when tied to business execution. Via Giuliano Liguori (
@ingliguori
) #AI #Innovation -
Checklist: How to Build AI Agents
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How to build AI Agents • Define scope
• Structure I/O
• Add tools
• Enable reasoning
• Orchestrate agents
• Add memory Smart ≠ enough
Structure + context = performance Via Giuliano Liguori (
@ingliguori
) #AI #AIAgents #BuildInPublic -
How Prompt Styles Affect AI Output
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Better prompts = better AI outputs • Structured → precision
• Analytical → accuracy
• Conversational → creativity
• Planning → execution The model doesn’t change. Your prompting style does. Via Giuliano Liguori (
@ingliguori
) #AI #Prompts #GenAI