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Can AI systems ever truly be trusted with enterprise data?

Company update

Jul 21, 2026

Can AI systems ever truly be trusted with enterprise data?

Company update

Jul 21, 2026

Can AI systems ever truly be trusted with enterprise data?

Company update

Jul 21, 2026

On the latest All-In Podcast, Chamath Palihapitiya argued that enterprises cannot rely solely on AI vendors' promises—even with zero-data-retention policies. Hidden data exposure risks exist, and "you need an independent third-party layer to interface to these models."

That's the bigger issue.

As AI systems begin making decisions in regulated industries, trust can't come from the model itself. It requires independent verification.

That's why Inveniam built a trusted data infrastructure that provides provenance, permissions, auditability, and cryptographic proof—so institutions and AI systems can operate on independently verifiable data.

Smarter markets start here

Inveniam is the digital data infrastructure solution for private markets. Our mission is to enable systematic trading of private market assets.

Copyright © 2026 Inveniam Capital Partners, Inc. All Rights Reserved.

Smarter markets start here

Inveniam is the digital data infrastructure solution for private markets. Our mission is to enable systematic trading of private market assets.

Copyright © 2026 Inveniam Capital Partners, Inc. All Rights Reserved.

Smarter markets start here

Inveniam is the digital data infrastructure solution for private markets. Our mission is to enable systematic trading of private market assets.

Copyright © 2026 Inveniam Capital Partners, Inc. All Rights Reserved.