Vriti Magee (@vritimagee) 's Twitter Profile
Vriti Magee

@vritimagee

ID: 1913027059133382656

calendar_today18-04-2025 00:29:58

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Vriti Magee (@vritimagee) 's Twitter Profile Photo

Trust isn’t something granted at login — it has to be continuous. Final thoughts from Ron: a simple set of principles, but the kind that shape real resilience. Commvault #CommvaultSHIFT #TFDx

Trust isn’t something granted at login — it has to be continuous.

Final thoughts from Ron: a simple set of principles, but the kind that shape real resilience.
<a href="/Commvault/">Commvault</a>
#CommvaultSHIFT #TFDx
Vriti Magee (@vritimagee) 's Twitter Profile Photo

Protecting the AI Stack: What You Need to Know We’re living through one of the most pivotal moments in tech — AI is no longer a future trend, it’s turning up in every system, every workflow, every role. And the real question isn’t how fast AI is moving — it’s how quickly your

Protecting the AI Stack: What You Need to Know 

We’re living through one of the most pivotal moments in tech — AI is no longer a future trend, it’s turning up in every system, every workflow, every role.

And the real question isn’t how fast AI is moving — it’s how quickly your
Vriti Magee (@vritimagee) 's Twitter Profile Photo

Protecting the AI Stack: What You Need to Know The real advantage isn’t just AI capability — it’s having people who can translate business problems into AI-driven solutions. Teams who understand the business first, and the tooling second. It’s how organisations end up running

Protecting the AI Stack: What You Need to Know

The real advantage isn’t just AI capability — it’s having people who can translate business problems into AI-driven solutions.
Teams who understand the business first, and the tooling second.

It’s how organisations end up running
Vriti Magee (@vritimagee) 's Twitter Profile Photo

Protecting the AI Stack: What You Need to Know Start at the data layer. What models are you using? How are they defined? What guardrails shape their behaviour at the point of consumption? And — most importantly — who is consuming them? In AI security, clarity beats speed every

Protecting the AI Stack: What You Need to Know

Start at the data layer.
What models are you using?
How are they defined?
What guardrails shape their behaviour at the point of consumption?
And — most importantly — who is consuming them?

In AI security, clarity beats speed every
Vriti Magee (@vritimagee) 's Twitter Profile Photo

Protecting the AI Stack: What You Need to Know Resilience has to be protected at every layer — the data layer, the AI model layer, and the consumption layer. And yet the consumption layer is the one most often forgotten. It’s where models meet users, agents, and systems — and

Protecting the AI Stack: What You Need to Know

Resilience has to be protected at every layer —
the data layer, the AI model layer, and the consumption layer.

And yet the consumption layer is the one most often forgotten. It’s where models meet users, agents, and systems — and
Vriti Magee (@vritimagee) 's Twitter Profile Photo

Protecting the AI Stack: What You Need to Know A crucial question underlying all of this: How are you improving AI literacy across your teams so the technology can actually be powerful? Tools don’t create capability — people do. Literacy shapes design, guardrails, and

Protecting the AI Stack: What You Need to Know

A crucial question underlying all of this:
How are you improving AI literacy across your teams so the technology can actually be powerful?

Tools don’t create capability — people do.
Literacy shapes design, guardrails, and
Vriti Magee (@vritimagee) 's Twitter Profile Photo

Protecting the AI Stack: What You Need to Know One of the biggest challenges isn’t the model — it’s the AI engineer. Prompts get copied, modified, and reused at the edges, far from formal controls. For real resilience, edge practice matters as much as core architecture.

Protecting the AI Stack: What You Need to Know

One of the biggest challenges isn’t the model — it’s the AI engineer.
Prompts get copied, modified, and reused at the edges, far from formal controls.

For real resilience, edge practice matters as much as core architecture.
Vriti Magee (@vritimagee) 's Twitter Profile Photo

How is Commvault staying grounded in its own AI journey? By starting with design principles — not shortcuts. • Solutions must be trustworthy • Teams must be good data stewards • Execs took a hard look at what responsible AI requires • They built their principles first, then

How is Commvault staying grounded in its own AI journey?

By starting with design principles — not shortcuts.

• Solutions must be trustworthy
• Teams must be good data stewards
• Execs took a hard look at what responsible AI requires
• They built their principles first, then
Vriti Magee (@vritimagee) 's Twitter Profile Photo

Protecting the AI Stack: Final Thoughts Focus on business priorities first — what are you trying to achieve? There are solutions, and partners willing to help you get there. Clarity matters: ✔️ Understand the business requirements ✔️ Know the technical priorities ✔️ Choose

Protecting the AI Stack: Final Thoughts

Focus on business priorities first — what are you trying to achieve?
There are solutions, and partners willing to help you get there.

Clarity matters:
✔️ Understand the business requirements
✔️ Know the technical priorities
✔️ Choose
Vriti Magee (@vritimagee) 's Twitter Profile Photo

That’s a wrap on the SHIFT 2025 APAC virtual event. A thoughtful look at how cyber resilience is being re-engineered across AI, cloud, and continuous operations. My closing view: resilience isn’t just about orchestrating data — it’s about restoring trust. More reflections to

That’s a wrap on the SHIFT 2025 APAC virtual event.
A thoughtful look at how cyber resilience is being re-engineered across AI, cloud, and continuous operations.

My closing view: resilience isn’t just about orchestrating data — it’s about restoring trust.

More reflections to
Patrick Redknap (@patrickredknap) 's Twitter Profile Photo

Now on Commvault SHIFT Virtual CEO Sanjay Mirchandani dives into why Commvault’s Unity plaform is a game changer for the industry! #CyberResilience #AIResilience #ContinuousBusiness #ResOps #CommvaultCloud #CommvaultSHIFT

Now on <a href="/Commvault/">Commvault</a> SHIFT Virtual CEO Sanjay Mirchandani dives into why Commvault’s Unity plaform is a game changer for the industry! 

#CyberResilience #AIResilience #ContinuousBusiness #ResOps #CommvaultCloud #CommvaultSHIFT
Barry Coombs (The Doodle Guy) (@virtualisedreal) 's Twitter Profile Photo

Some fantastic announcements during today’s Commvault Shift keynote. I really do enjoy Sanjay Mirchandani keynote presentations full of passion and facts. #CommvaultShift The whole world is embracing AI, but are you AI Resilient?

Some fantastic announcements during today’s <a href="/Commvault/">Commvault</a> Shift keynote. I really do enjoy <a href="/mirchi111/">Sanjay Mirchandani</a>   keynote presentations full of passion and facts.  #CommvaultShift 

The whole world is embracing AI, but are you AI Resilient?
Tech Field Day || AIIFD2 - 4/22 thru 4/25 (@techfieldday) 's Twitter Profile Photo

Tune in today at 1:00 PM Eastern Time for our #CommvaultShift Live Blog to learn more about the event and see what the Tech Field Day Delegates think about what the future of Commvault! #CyberResilience #Cybersecurity #Cloud Commvault Shift Live Blog: buff.ly/uJG1jxZ

Tech Field Day || AIIFD2 - 4/22 thru 4/25 (@techfieldday) 's Twitter Profile Photo

In 30 minutes, tune in to our #CommvaultShift Live Blog to learn more about the event and see what the Tech Field Day Delegates think about what the future of Commvault! #CyberResilience #Cybersecurity #Cloud Commvault Shift Live Blog: buff.ly/uJG1jxZ

Tech Field Day || AIIFD2 - 4/22 thru 4/25 (@techfieldday) 's Twitter Profile Photo

Check out our #CommvaultShift Live Blog now to learn more about the event and see what the Tech Field Day Delegates think about what the future of Commvault! #CyberResilience #Cybersecurity #Cloud Commvault Shift Live Blog: buff.ly/uJG1jxZ

Tech Field Day || AIIFD2 - 4/22 thru 4/25 (@techfieldday) 's Twitter Profile Photo

Our #CommvaultShift Live Blog continues on! Check it out to learn more about the event and see what the Tech Field Day Delegates think about what the future of Commvault! #CyberResilience #Cybersecurity #Cloud Commvault Shift Live Blog: buff.ly/uJG1jxZ

Ross Camp (@n2collaboration) 's Twitter Profile Photo

Vriti Magee Yes! Trust is the name of the came @VritiMageer... trust that your business can #recover, trust that you can operate continuously, trust that you can be #CyberResilient. It's what boards and customers expect. Thanks for your perspectives on Commvault & #CommvaultSHIFT.

Ross Camp (@n2collaboration) 's Twitter Profile Photo

Agree Vriti Magee! The challenge is real. And, as agentic continues to take hold, identity only becomes more complex. Companies must have an identity resilience strategy that hits the mark. Commvault is focused heavily in this area and discussed extensively at #CommvaultSHIFT.