Is your AI strategy outpacing your ability to govern it? Mose enterprises are. And Boards are paying attention.
91% of organizations run AI agents. Nearly half have zero formal oversight. That's a governance crisis hiding in plain sight. AI agents don't arrive through a single
@yuhelenyu
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AI governance crisis as strategy outpaces oversight
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CTO/CIO building AI stack for reliable, secure, scalable data-to-compute
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What does it take for CTOs and CIOs to build an AI stack where data reaches compute reliably, securely, and at scale?
— Helen Yu (@YuHelenYu) 22 juin 2026
That’s the strategic question behind my conversation with Kunal Anand, CPO at #F5.
As AI moves into production, the real differentiator won’t just be the model… pic.twitter.com/YtEQNWnh3JWhat does it take for CTOs and CIOs to build an AI stack where data reaches compute reliably, securely, and at scale? That’s the strategic question behind my conversation with Kunal Anand, CPO at #F5. As AI moves into production, the real differentiator won’t just be the model
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AI agents generate 450% more traffic; enterprise networks unprepared
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AI agents generate 450% more network traffic than humans.
— Helen Yu (@YuHelenYu) 3 juin 2026
Multiply that by always-on, machine-speed execution.
Most enterprise networks were never built for this.@Cisco declared that the Networking SuperCycle is here. And the agent swarm already has an off switch.#CiscoLive… pic.twitter.com/SfCusDFKlPAI agents generate 450% more network traffic than humans. Multiply that by always-on, machine-speed execution. Most enterprise networks were never built for this. @Cisco declared that the Networking SuperCycle is here. And the agent swarm already has an off switch. #CiscoLive
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Computer hardware price surge and stock issues
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What does it mean to scale a team when part of your workforce is digital labor? #Sponsored
— Helen Yu (@YuHelenYu) 4 mai 2026
At @salesforce TDX, I sat down with Brandon Metcalf, CEO of @Asymbl_Inc, and what he shared challenged the assumption that growth is tied to headcount.
Asymbl hired 116 people in 100 days… pic.twitter.com/ld98vNdU5dWhat does it mean to scale a team when part of your workforce is digital labor? #Sponsored At @salesforce TDX, I sat down with Brandon Metcalf, CEO of @Asymbl_Inc
, and what he shared challenged the assumption that growth is tied to headcount. Asymbl hired 116 people in 100 days -
Microsoft Executive Shares Key Signals of Successful AI Transformation
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What signals that a company is getting AI transformation right?
— Helen Yu (@YuHelenYu) 1 mai 2026
I asked Tracie Larson, VP and GM of Customer Success, US Financial Services of @Microsoft at #MicrosoftAITour Atlanta.
Her answer:
✅ Executive sponsorship with intent
✅ Governance built in from day one
✅ AI… pic.twitter.com/DBBr9TZZWBWhat signals that a company is getting AI transformation right? I asked Tracie Larson, VP and GM of Customer Success, US Financial Services of @Microsoft at #MicrosoftAITour Atlanta. Her answer: Executive sponsorship with intent Governance built in from day one AI
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How Companies Transform in the Agentic AI Era
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What separates companies that transform in the agentic era from those simply upgrade tech stack? At Salesforce TDX, I spoke with Raju Malhotra, @CertiniaInc about this shift from systems of record → intelligence → execution. Having been both a solution architect at Oracle and
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Enterprise AI Strategy: Google Cloud and IBM Infrastructure Partnership
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Is your enterprise AI strategy sitting on a broken foundation? At #GoogleCloudNext, I spoke with Alan Bivens, VP of Strategic Partnership at @IBM about their partnership with @GoogleCloudTech
. This is infrastructure finally catching up to AI. Watch our conversation: -
Builders Leaders Agentforce Transformation AI Labor
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What do builders and leaders need to learn to thrive in the Agentforce transformation? #Sponsored
— Helen Yu (@YuHelenYu) 22 avril 2026
At @Salesforce TDX, Joe Inzerillo made a clear point: we’re not just adding AI; we’re onboarding a new kind of labor.
That changes everything about how we build software.
I used to… pic.twitter.com/pnPVSei9BfWhat do builders and leaders need to learn to thrive in the Agentforce transformation? #Sponsored At @Salesforce TDX, Joe Inzerillo made a clear point: we’re not just adding AI; we’re onboarding a new kind of labor. That changes everything about how we build software.
I used to -
CIO Guide: Four Architecture Layers for Agentic Enterprise
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What does a CIO need to know about architecting the agentic enterprise? #sponsored 4 architecture layers every agentic enterprise needs:
→ Context: harmonized data
→ Work: composable business logic
→ Agency: reasoning + execution
→ Engagement: humans + agents, side by side -
AI Decisioning in Financial Services: Data Layer Competitive Advantage
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What should financial services know about AI decisioning? The moat is the data layer underneath it.
I spoke with David Mirfield, CPO at Provenir, 4 Billion decisions/year, 110+ customers and the discipline behind it comes down to three words: use case agnostic. Watch our full