To scale agentic AI, enterprises must first solve the bottleneck of operational opacity caused by fragmented, undocumented workflows. Worktrace AI bridges this gap with an agent-native platform that replaces manual discovery with automated task mapping. By observing how work actually happens across desktops and systems, we surface complex workflows and deliver automation-ready blueprints with ~99% accuracy in days.Purpose-built for mid- and back-office operations in healthcare, finance, and logistics, Worktrace systematically identifies and prioritizes high-ROI opportunities, enabling leaders to redeploy 60–80% of effort from mapping to optimization, driving up to 90% productivity gains. We empower enterprises to move beyond pilots and scale a secure, AI-first operating model. We are led by Angela Jiang (former OpenAI PM for GPT-3.5/4) and Deepak Vasisht (UIUC CS Professor, MIT Ph.D.) and backed by investment from OpenAI, 8VC, and Conviction, and AI leaders including Mira Murati and Nick Turley.