Shadowfray

Marketplace operations teams handle catalog exports, inventory, customer records, financial figures and supplier data while experimenting with generative tools. A worker can paste a sensitive fragment into an unapproved destination without malicious intent or without understanding the policy. Broad monitoring suites can detect more, but often collect screens, keystrokes and full conversations that create a second privacy problem.

Shadowfray is a narrow egress control for approved work devices and collaboration surfaces. It matches configured data classes and destination categories, then allows, warns, redacts or blocks according to a published policy. Detection should happen as close to the device as practical so the central record can retain a rule, data-class label and redacted excerpt rather than the full prompt or document.

The workflow records policy version, source surface, destination category, matched pattern, confidence, action, user notice, exception, false-positive review and appeal. It does not create per-worker risk scores, infer motive, record screens or keystrokes, or rank people by tool use. Managers see control coverage and unresolved events, not productivity reports.

The credible wedge is self-serve, marketplace-specific data rules with less collection than bundled employee-monitoring systems. It must still validate the buyer, browser and messaging coverage, labor and privacy rules, bypass behavior and whether existing security platforms can offer the same narrow mode.

Security, operations or data-governance owner at a marketplace business using contractors or distributed operations teams