When Compliance Audits Stop Scaling: AI-Driven Endpoint Governance Across Distributed Enterprises

**The Compliance Scaling Problem Most Organizations Don’t See Coming** In a recent operational discussion with an IT services team, a familiar challenge surfaced: a client managing 60+ workstations needed a comprehensive audit for policy-violating content. The existing process — manual review of file shares, extension filtering, thumbnail-by-thumbnail scanning — had functioned acceptably at smaller scales. […]