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Archive strategy, tape economics, and modern cold data operations.

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AI compute infrastructure that produces high-value training data

Tape vs. Cloud for AI Data Storage: What Happens After Training?

When you finish training a model you are sitting on your company’s crown jewels. The question is not just where you park that data, it is who controls it and who can reach it — and why the copy that saves you belongs on hardware you can physically pull off the network.

Cyber RecoveryEnterprise IT
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AI compute infrastructure that produces high-value training data
Article
Cyber RecoveryEnterprise ITArticle

Tape vs. Cloud for AI Data Storage: What Happens After Training?

When you finish training a model you are sitting on your company’s crown jewels. The question is not just where you park that data, it is who controls it and who can reach it — and why the copy that saves you belongs on hardware you can physically pull off the network.

Published in Archive · 5 min read

#ai-data-storage#air-gap#ransomware#tape-storage
On-premises storage racks in a company-owned data center
Article
Storage EconomicsEnterprise ITArticle

Cloud Repatriation Is Here. Where Does Your Archive Land?

Heading into 2026, more than 80 percent of CIOs plan to bring at least some workloads back on-premises. The hard question repatriation plans forget is the one that decides the whole bill: where does the cold data land once it is home?

Published in Archive · 5 min read

#cloud-repatriation#egress-fees#storage-economics#tape-storage
High-capacity nearline hard drives representing enterprise disk storage
Article
Storage EconomicsEnterprise ITArticle

Cloud vs Tape vs Disk: A Real TCO Breakdown for Enterprise Storage

With HDD and SSD contract prices spiking in 2026, the storage budget question has shifted from "what tier do we add?" to "what data deserves the tier we already have?" Here is an honest five-year TCO breakdown across disk, cloud, and tape.

Published in Archive · 5 min read

#tco#cloud-storage#tape-storage#disk
Padlock and keys on a keyboard representing air-gapped data protection
Article
Cyber RecoveryEnterprise ITArticle

Ransomware-Proof Storage: How Air-Gapped Tape Protects Critical Data

Ransomware attacks now cost organizations an average of $5 million in recovery expenses and require weeks to remediate. The distinction between organizational survival and failure often depends on the adoption of offline, physically isolated storage strategies.

Published in Archive · 8 min read

#ransomware#air-gap#cyber-recovery#lto
What CFO's need to know. thumbnail
Video
LeadershipBanking & FinanceFetched transcript

What CFO's need to know.

Hi there. I'm sure you're aware that long-term data storage is just part of your cost of doing business. You know that there are votes in your organization who have handled this for you. But you might not know that your organization may not have control over t...

Indexed from @Qualstar_Channel videos · 3 min read

#finance#youtube#transcript
Advantages of Modern LTO thumbnail
Video
Product ReleaseGeneralFetched transcript

Advantages of Modern LTO

You know, I've been talking with a lot of industry folks and I feel many questions about LTO and just what it can do for you today. Like any other technology, tape and the ecosystem around it has morphed and evolved since its introduction at the turn of the ce...

Indexed from @Qualstar_Channel videos · 4 min read

#lto#youtube#transcript
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Video
Product ReleaseGeneralFetched transcript

What you need to know about LTO10

Howdy everyone, Jeff Sangpiel here, Qualssar CTO. As an open format technology, LTO, linear tape open, drives and media from different manufacturers are interoperable. So, formatting guidelines are primarily managed through the LTO Ultrium formats specificatio...

Indexed from @Qualstar_Channel videos · 4 min read

#lto#youtube#transcript
All Roads Lead to Archive-: Episode 5  A catch up with Archiware thumbnail
Video
LeadershipGeneralFetched transcript

All Roads Lead to Archive-: Episode 5 A catch up with Archiware

Hello everyone. Welcome back to All Road Leads to Archive Qualar series about everything media, entertainment, and broadcast and data. Uh the things creative content makers really need to know. I'm your host Jeff Sangpiel. Today we're talking with Dr. Mark Bot...

Indexed from @Qualstar_Channel videos · 12 min read

#archive#youtube#transcript
LTO 7 End Of Sale thumbnail
Video
Product ReleaseGeneralFetched transcript

LTO 7 End Of Sale

Hi, I'm Jeff Sangpiel, the chief technology officer here at Qualstar. LTO7 tapes are nearing the end of life with last time unit purchases available from Qustar through December as our supplies last. Shipment of these last time purchases will continue until in...

Indexed from @Qualstar_Channel videos · 3 min read

#lto#youtube#transcript
All Roads Lead to Archive: Episode 4 - A chat with  XenData. thumbnail
Video
LeadershipGeneralFetched transcript

All Roads Lead to Archive: Episode 4 - A chat with XenData.

[music] Hello everyone. Welcome back to All Roads Lead to Archive Qualar series about everything data and with media, entertainment, and broadcast kicking in most of that data as creative content. I'm your host Jeff Sangpiel. Today we're talking with Dr. Phili...

Indexed from @Qualstar_Channel videos · 20 min read

#archive#youtube#transcript
All Roads Lead to Archive: Episode 3 - A Chat with Grau Data- #AI can be a lot more affordable thumbnail
Video
LeadershipGeneralFetched transcript

All Roads Lead to Archive: Episode 3 - A Chat with Grau Data- #AI can be a lot more affordable

Every time your AI processes a file, you're paying a hidden tax. And most companies are paying it again and again without realizing it. It's called the AI token tax. And for data inensive organizations, it quietly drains millions in redundant compute and stora...

Indexed from @Qualstar_Channel videos · 32 min read

#archive#youtube#transcript
All Roads Lead to Archive - The Token Tax thumbnail
Video
LeadershipGeneralFetched transcript

All Roads Lead to Archive - The Token Tax

Every time your AI processes a file, you are paying a hidden tax. Most companies are paying it again and again without realizing it. It's called the AI token tax. And for data inensive organizations, it's quietly draining millions in redundant compute and stor...

Indexed from @Qualstar_Channel videos · 3 min read

#archive#youtube#transcript
What is Qualstar thumbnail
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LeadershipGeneralFetched transcript

What is Qualstar

Hi, I'm Jeff Sangpiel, CTO at Qualstar. I've been introducing myself that way to people now for a little bit after joining the Qualstar team. Biggest question I'm usually asked after that is what's Qualstar? There's a simple answer to this. Qualar is LTO. But ...

Indexed from @Qualstar_Channel videos · 3 min read

#qualstar#tape-library#youtube#transcript
Data Management For Production thumbnail
Video
LeadershipGeneralFetched transcript

Data Management For Production

Hi, Jeff Sangpill here with Qualstar. When it comes to collaborating on content for film, television, or the internet, there's so much information available on how to write better, shoot better, and edit better. But just like you see a massive chunk of mass be...

Indexed from @Qualstar_Channel videos · 12 min read

#qualstar#tape-library#youtube#transcript
What's new about LTO 10 thumbnail
Video
Product ReleaseGeneralFetched transcript

What's new about LTO 10

LTO10 as an open format technology. Linear tape open or LTO tape drives and media from different manufacturers have always been interoperable. So the formatting and operation guidelines are primarily managed through the LTO Ultrium's format specifications. Her...

Indexed from @Qualstar_Channel videos · 4 min read

#lto#youtube#transcript