Start with an outcome.
Give the coworker a deliverable, files, constraints, collaborators, and the definition of done.
WORK opens files, analyzes data, drafts the document, builds the model, and carries multi-step tasks to done—with your team in the loop and every action attributed and logged.
PERMISSIONED · AUDITED · CUSTOMER-HOSTEDTHE OPERATING SEQUENCE
Give the coworker a deliverable, files, constraints, collaborators, and the definition of done.
The system decomposes the engagement and shows which tools, data, and specialist agents it will use.
Analysis, writing, code, spreadsheets, and presentations remain attached to one persistent engagement.
Policy-shaped gates pause execution for human review before a sensitive action or publication.
The output is delivered in the format the business needs, with its evidence and audit trail attached.

CAPABILITY ATLAS
Summarize, compare, translate, flag conflicts; draft and edit documents, spreadsheets, and presentations into ready-to-use outputs.
A sandboxed session holds files, data, tool state, teammates, and artifacts across the engagement. A code interpreter performs real analysis; every step is logged with attribution.
Models, variance narratives, and board-ready outputs.
Policy-shaped review with evidence and exception handling.
Multi-source investigation with a defensible source trail.
Trigger → steps → approval gates → deploy. Durable execution with retries, versioning, rollback, and human sign-off wherever you demand it.
Role workspaces adapt from observed usage. The system promotes what each role repeatedly needs—the difference between software with settings and a colleague who learns.