AI-native companies are the next step: when the comparator,…

April 2, 2026

Continues Management has been shortening the feedback cycle for decades: from annual…

AI-native companies are the next step: when the comparator, sensor, and effector are all AI agents, the management feedback cycle drops to seconds.

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Companies still running 90-day loops cannot compete with those running 90-second ones. →

Feedback Loops

OKR — quarterly goal-setting framework: objective + measurable key results (bib)

2039590834027508118 — management has been shortening the feedback cycle for decades

2039585611682918581 — OKR: 90-day feedback loop

2039585794495803405 — OKR from control theory: a thermostat that checks once a season

Scrum — three nested feedback loops: daily, sprint review, retrospective (bib)

2039587182000959844 — Scrum: three nested inspect-and-adapt loops

2039588170195710144 — Scrum implements empirical process control

Kanban Method — continuous flow, WIP limits, pull system, no fixed iterations (bib)

2039590758597251341 — Kanban: continuous flow, no fixed iterations

2039596911204966407 — Kanban is the most radical step: cycle time = single work item

2039597131431047679 — AI-native companies: management feedback in seconds

2039597531123032444 — companies running 90-day loops cannot compete with 90-second ones

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