Market in focus
Future Vision

Development Roadmap

The prototype sits at Stage 1, with selected Stage 2 design elements.

Stage 1

Decision Intelligence Foundation

Structured evidence, transparent market calculations, scenario analysis and management decision support.

Current stage
Stage 2

Predictive Capture Intelligence

Validated capture models supported by richer historical data.

Design elements demonstrated
Stage 3

Commercial Response Intelligence

Empirically estimated price and promotional responses.

Stage 4

Intelligent Decision Orchestration

Integrated analytical tools, RAG, governance and monitoring.

Stage 5

Selective Autonomous Optimisation

Limited automation of low-risk tasks under management-defined boundaries.

Expand-Wise AI is a functional executive decision-support prototype developed for an academic project. It demonstrates selected analytical calculations and AI-assisted workflows. It is not a fully validated or deployed enterprise prediction system.