Prevent accidental data leaks during screen sharing with an invisible AI overlay

Prevent accidental data leaks during screen sharing with an invisible AI overlay targets a $10.0B = 50M knowledge-worker seats x $200 ACV total addressable market with medium saturation and a year-over-year growth rate of 15%.

Key trends driving demand: Remote-work proliferation -- more frequent screen sharing and remote support increases accidental exposure risk and demand for tooling.; On-device AI models -- smaller, efficient models enable low-latency, privacy-preserving redaction without cloud roundtrips.; Regulatory pressure on PII -- tighter fines and compliance requirements push enterprises to adopt preventative controls rather than after-the-fact audits.; Shift from reactive monitoring to proactive prevention -- companies prefer tools that stop data leaks in real time rather than post-incident forensics..