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The AI Fraud Convergence
AI-generated fraud is producing falsified evidence at unprecedented scale. The AI models deployed to combat this fraud are only as reliable as the data they're trained on, creating a compounding challenge that accelerates from both directions simultaneously.

Sanda Ringsma
Apr 94 min read


The 80% Governance Gap
Enterprise data governance frameworks have made remarkable progress over the past decade. There's one problem: they govern only 20% of enterprise data, leaving the unstructured files that power high-stakes decisions completely ungoverned.

Sanda Ringsma
Mar 174 min read


The Hidden Cost of Sharing
Every time sensitive data crosses an organisational boundary through email or cloud links, control collapses. Organisations must share to operate, yet traditional sharing methods mean losing the ability to prove what happened to data after it left their environment.

Sanda Ringsma
Feb 155 min read
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