The four foundations of the autonomous enterprise.
Aiger Data's framework connects data infrastructure, decision rights, workflow design, and trust governance to the operating layer.
Four foundational requirements.
Data fit to act on, not just to report on.
Dashboards tolerate messy data because human readers silently correct for duplicate customer records, missing region codes, and stale prices. AI agents do not.
Decision rights that are explicit and machine-readable.
Decision authority can be distributed across approval matrices, delegation policies, operating practice, and undocumented knowledge. Agents need those boundaries made explicit.
Workflows redesigned around agents, not around screens.
A screen-based human workflow is not automatically ready for an agent. The events, decisions, exceptions, and recourse path need to be explicit.
Trust infrastructure — observability, evaluation, recourse.
An AI agent acting in your business is a new kind of actor in your control environment. It requires the equivalent of audit logs, performance reviews, and a complaints process.