AI Interaction Data Fabric Insights
Insider Exfiltration During Notice · Regulated-Data Exposure
September 2, 2026
Insider AI Exfiltration FAQs
Speak to an ExpertWhat is the AI Interaction Data Fabric?
The AI Interaction Data Fabric is the layer inside Kovrr's AI Security and Governance Platform that draws telemetry from every connected source into one analytical view, spanning network, identity, browser, endpoint, cloud, and the AI Vendor Risk Catalog. Signals that each source records in isolation get triangulated into a single dated and attributed finding. Exposure that stays invisible to any one console surfaces once the sources are read against one another.
What does signal triangulation mean?
Signal triangulation is the practice of reading telemetry from several independent sources against one another rather than trusting any single log. A paste captured in the browser carries little weight alone, and an identity resolved in the directory carries little weight alone. The exposure appears only where those separate readings overlap, which turns a set of benign events into one reportable finding.
How does the AI Interaction Data Fabric detect insider data theft?
A departing employee with access still legitimately in place looks identical to any compliant employee, so no single source flags the exfiltration. The directory holds the leave date and the still-active rights without a risk signal. The warehouse names the export as production customer records while the network supplies the velocity, 612 MB against an 8.4 MB median. The browser extension returns the one fact that decides everything: a personal AI account outside every enterprise agreement, which separates recoverable from unrecoverable. Triangulated, the sources establish that a departing regulated identity moved customer records into a personal account at 73 times normal volume, sized as one identified exposure while the evidence and the employment relationship are both still intact.
Why is data sent to a personal AI account harder to recover?
Data that enters a corporate AI account sits under contract, locatable and deletable on demand with proof of deletion. The same export sent to a personal account outside any enterprise agreement cannot be reached by the security team, and recovery depends on the individual's cooperation or a court order. One export can move into both destinations at once, and only the corporate half can be retrieved. Identifying which destination received the data is what separates a recoverable incident from an unrecoverable one.
