Dataleo Insight · 2026-07-11· AI-Built Planning Systems
AI-built planning applications collapse development time, not planning complexity
AI agents can accelerate application construction, but production-ready planning still depends on validated logic, data and constraints.
Nicolas Vandeput demonstrates how AI agents can rapidly build an advanced planning application, showing that application-development speed is no longer the main constraint in creating specialised Supply Chain decision tools.
The affected decision is whether an AI-built planning application can be trusted to recommend inventory, supply or capacity actions. Value requires validated planning logic, stable data contracts, explicit constraints and controlled deployment into a real planning cycle.
The principal failure mode is mistaking a functioning interface and generated code for a production-ready APS.
#Nicolas Vandeput#AI-Built Applications#Advanced Planning Systems#Vibe Coding#Planning Agents#Decision Tools
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