Dataleo Insight · 2026-07-16· Planning Architecture
Agile planning platforms need decision architecture, not only AI features
AI-enabled planning platforms create value when they change how planning decisions are connected across functions, not when they merely add smarter forecasts or dashboards.
ISG’s Supply Chain Planning platform research points to the growing role of AI in making planning platforms more agile and resilient.
The affected operating model is cross-functional planning under disruption. Value requires the platform to connect assumptions, constraints, scenarios and approvals across demand, supply, inventory and finance.
The principal failure mode is an AI-enhanced planning tool that still leaves teams negotiating decisions in spreadsheets, meetings and manual overrides.
#Supply Chain Planning#Planning Architecture#ISG#AI Planning Platforms#Scenario Planning#Decision Intelligence
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