Use cases
SHWIFT is deliberately narrow at the start: two wedges where fragmented information routinely hides costly surprises. Depth beats breadth until the playbooks are proven in production-like settings.
HR Intelligence
Workforce stability signals, manager risk patterns, and engagement decay that surface before lagging dashboards tell the story. Built for people leaders who need defensible next actions, not another chart.
Higher Education Communication Intelligence
Structured response workflows for high-volume communication environments—consistency for staff and clarity for students without turning every inbox into a research project.
See it on the homepage
The marketing site carries the live summaries, example outputs, and calls to action for each wedge.