Best-Fit Wedge
Stage0 fits best when an AI agent is about to do something real: deploy, write data, send a webhook, move money, or trigger a privileged internal tool.
Put Stage0 before CI/CD, rollout, or schema tools so production-changing requests are evaluated before execution.
Force approval or defer high-risk actions before payouts, refunds, or customer-facing notifications leave your system.
Place authorization in front of private repos, internal APIs, and sensitive control-plane tools used by agents or copilots.
Break unsafe repetition before repeated tool calls waste quota, time, or downstream capacity.
Require stronger checks before deletes, deploys, account changes, or any operation where one bad call can create outsized damage.
Keep a clean trail of decision reasons, request IDs, and policy versions for operators, security, and audit stakeholders.
The strongest entry point is not generic AI safety. It is a concrete promise: before an agent calls a risky tool, Stage0 makes the decision and your runtime enforces it.