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Technicals

What is AI planning?

Published June 1, 2026 · 4 min read

AI PLANNINGSearch the maze, hand back the route.From where you stand to the goal — many paths tried, one that works.STARTGOALA planner explores routes from now to the goal, then returns the one path that reaches it.

Definition

AI planning is software that automatically works out the ordered steps to move a situation from where it is now to the goal you set.

At a glance

  • You give it a starting point, a goal, and the allowed actions; it finds the steps that connect them[1].
  • Planning decides what steps to take; scheduling decides when to do each one[2].
  • Common uses: delivery routing, staff and appointment scheduling, inventory reorders, and supply-chain logistics.
  • Unlike hand-written rules, a planner searches many possible sequences and picks an efficient one.

Why it matters

Many everyday operations are planning problems in disguise: routing trucks, filling shifts, booking appointments, reordering stock. A planner weighs dependencies, resources, and deadlines to build an efficient plan far faster than a spreadsheet, and it re-plans when conditions change[3].

Where it comes from

The field dates to the 1960s and the Shakey robot at Stanford Research Institute, whose STRIPS planner is a foundational example[4].

Bottom line

AI planning turns a goal plus allowed actions into a concrete sequence of steps, letting software solve routing, scheduling, and logistics problems instead of doing them by hand.

References

  1. Automated planning and scheduling. Wikipedia en.wikipedia.org
  2. What is AI Planning (Automated Planning and Scheduling)? Klu klu.ai
  3. Automated Planning Revolutionizing Efficiency in Business Operations. Motion www.usemotion.com
  4. Shakey the robot. Wikipedia en.wikipedia.org

Comments

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