Use cases
One AI workforce. Every function.
Run recurring sales, marketing, support, finance, operations, engineering, and IT workflows with shared goals, evidence, human judgment, and continuous improvement.
Sales and marketing
Coordinate prospect research, outreach, campaign production, content packages, approvals, and performance reporting around one measurable growth outcome.
Support and customer success
Route Slack, WhatsApp, Gmail, and support signals into recurring workflows while retaining human escalation for sensitive or high-impact decisions.
Finance and operations
Schedule recurring analysis, collect source evidence, track model and workflow cost, and produce operator-ready reports with an auditable trail.
Engineering and IT
Operate coding CLIs, model providers, browser workers, MCP tools, repositories, and controlled environments while preserving logs, tests, screenshots, approvals, and reusable skills.