What If the Best Way to Protect Data Was to Delete It First?
Issued on behalf of Integrated Quantum Technologies
That is the bet at the heart of Integrated Quantum Technologies, and on
The launch
At Snowflake Summit 26,
The elegance of the approach is in its inversion of the usual trade-off. Conventional security assumes you must choose between protecting data and using it; lock it down and it is safe but less useful, open it up and it is useful but exposed. VEIL™'s pitch is that you can have both — strip out the identifiers that make data dangerous, transform what remains into compact, secured representations, and feed those into models that are just as powerful, arguably more so. As EVP of AI & Innovation
"The time has come where we need to stop giving attackers any chance of getting what they want. We need to remove it instead," Samuelson said. "VEIL™ does that — it removes PII and transforms data into secure, ultra compact representations, delivering super-charged ML models and next-gen security."
"As organizations scale their use of AI, protecting sensitive data and maintaining trust remain critical priorities across the industry," said
See how VEIL™ fits into the AI-security landscape — view the full Integrated Quantum Technologies briefing here.
Why now: two threats, one answer
The timing reflects two threats converging at once. The first is immediate: AI is increasingly being used to automate and accelerate cyberattacks, raising the stakes for any organization holding sensitive data. The second is on a clock: quantum computing has created what security professionals call a "harvest now, decrypt later" threat — the risk that adversaries capture encrypted data today and decrypt it once quantum hardware matures. For data that must stay private for years, that future threat is effectively a present-day risk.
VEIL™ is designed to bridge that gap, addressing emerging post-quantum security risks, growing compute demands, and the rising complexity of deploying AI at scale. By removing sensitive identifiers up front, the approach attacks both problems simultaneously: there is less to steal in an AI-automated breach today, and less to decrypt in a quantum-enabled one tomorrow. It is the first commercial product under the company's broader AIQu™ platform — its long-term framework for privacy-preserving, resilient AI — alongside its
The company it now keeps
Launching on the Snowflake AI Data Cloud places Integrated Quantum Technologies in the orbit of some of the most consequential names in data and AI — a useful way to understand the landscape it is entering, even though these companies operate at vastly larger scale.
The most direct reference point is
Across these names, the throughline is unmistakable: data has become both the fuel of AI and its biggest liability, and the market is rewarding companies that can make sensitive data safe to use. Integrated Quantum Technologies is attacking that problem from a distinctive angle — removing the sensitive data rather than merely guarding it — at a far earlier stage than these established players, but on the same platform many of them already touch.
Want the full VEIL™ and AIQu™ platform story? Explore the Integrated Quantum Technologies breakdown here.
What to watch
The launch is a milestone, not a finish line. Integrated Quantum Technologies is an early-commercial micro-cap, and the questions that matter now are about traction: whether joint Snowflake customers adopt VEIL™, whether that adoption converts into revenue, and whether the company can build out the rest of its AIQu™ platform behind it. Investors will also watch for follow-on partnerships and any certification or compliance milestones that make the product easier for large, regulated enterprises to buy.
None of that is guaranteed, and the risks — adoption, execution, competition from far larger companies, and the inherent uncertainty of an early-stage technology — are real. But the idea at the core of VEIL™ is genuinely timely: in a world where AI keeps multiplying the amount of sensitive data in motion and quantum computing threatens the encryption protecting it, "remove the data" is a compelling answer to a problem that is only getting bigger. The coming quarters will reveal whether the market agrees.
Stay ahead of the next Integrated Quantum Technologies update — get the full story here.
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SOURCES:
https://www.integratedquantum.com/
https://www.snowflake.com/en/summit/
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