Ehsan Jahandarpour
Agentic AIadvanced

AI Planning

Definition

AI capability to decompose goals into actionable steps, sequence tasks, and adapt plans based on feedback and changing conditions.

Why It Matters

AI capability to decompose goals into actionable steps, sequence tasks, and adapt plans based on feedback and changing conditions. This concept is essential for modern businesses seeking to leverage technology and data-driven approaches for competitive advantage. Understanding AI Planning enables organizations to make informed decisions about technology adoption, resource allocation, and strategic direction.

Key Takeaways

  • 1.AI Planning is a foundational concept for modern business strategy
  • 2.Understanding this helps teams make better technology and growth decisions
  • 3.Practical application requires combining theory with data-driven experimentation

Real-World Examples

Applied ai planning to achieve significant competitive advantages in their markets.

Growth Relevance

AI Planning directly impacts growth by influencing how companies acquire, activate, and retain customers in an increasingly competitive landscape.

Ehsan's Insight

AI planning is the capability gap between current agents and truly useful ones. Today's agents can execute individual tasks well but fail at multi-step plans that require adapting when steps fail. The problem is not intelligence — it is search. Planning requires exploring a tree of possible actions and outcomes, which is computationally expensive for LLMs. The practical workaround: pre-define common plan templates and let the agent fill in details rather than generating plans from scratch. One customer success agent I helped build reduced plan failures 75% by providing 20 plan templates instead of asking the model to plan from a blank slate. Constrained planning beats open-ended planning every time.

EJ

Ehsan Jahandarpour

AI Growth Strategist & Fractional CMO

Forbes Top 20 Growth Hacker · TEDx Speaker · 716 Academic Citations · Ex-Microsoft · CMO at FirstWave (ASX:FCT) · Forbes Communications Council

Frequently Asked Questions

What is AI Planning?
AI capability to decompose goals into actionable steps, sequence tasks, and adapt plans based on feedback and changing conditions.
Why is AI Planning important for business growth?
AI Planning directly impacts how companies compete and grow. Understanding and applying this concept helps organizations make better decisions, optimize operations, and stay ahead of market changes.
How do I get started with AI Planning?
Start by understanding the fundamentals, then identify where AI Planning applies to your specific business context. Look for quick wins, measure results, and iterate based on data.
What tools support AI Planning?
Multiple AI and business tools support AI Planning implementation. Check our tools directory for detailed reviews and comparisons of the best options for your use case.
How does AI Planning relate to AI strategy?
AI Planning connects to broader AI and growth strategy by enabling data-driven decisions, automation of key processes, and competitive advantage through technology adoption.