Skill UI

Guides admins through auditing Windsurf seat usage, matching tiers to actual feature needs, monitoring ROI, and negotiating volume pricing so teams keep essential AI workflows while minimizing licensing spend.

Guides GTM measurement for AI products by outlining revenue, efficiency, pipeline, retention, and funnel metrics, aligning dashboards with attribution models and weekly reviews so founders and revenue leaders monitor ARR, CAC, TTFV, NRR, and cost signals without implementation detail.

Automates SOC 2 Type II readiness with gap assessments against the AICPA Trust Services Criteria, continuous evidence gathering from cloud, identity, and ticketing systems, control testing validation, remediation tracking, and ongoing compliance monitoring to maintain certification.