Market in focus
Executive Dashboard

Emerging Market Growth Intelligence

From external market opportunity to evidence-backed commercial decisions.

Markets in opportunity dataset
22
Project reference inputs (GlobalData)
With company history
10
of dataset markets · 14 markets with 2025 brand volume supplied
Candidates for deeper evaluation
4
Flagged by project evidence
Incomplete capture evidence
12
No company sales history to assess capture

Opportunity Universe

Real geographic positions of reference markets. Click a market to explore its evidence.

Mali: company history only (21,344 HL 2025), no external dataset recordUganda: company history only (14,724 HL 2025), no external dataset recordMorocco: company history only (7,625 HL 2025), no external dataset recordMalta: company history only (7,167 HL 2025), no external dataset record
No company historyCompany history availableCompany-only market (no external record)Size = opportunity score · dashed outline = low confidence · green ring = decision recorded22 reference markets — static project inputs, not a live feed.

Market Opportunities for Management Review

Candidates for deeper investigation — not a recommendation to enter any single market.

Opportunity vs. Capture Matrix

Market Opportunity ≠ Company Capture Potential.

Low opp. / High capture
High opp. / High capture
Low opp. / Low capture
High opp. / Low capture

Vertical axis shows observed 2025 company capture (brand HL ÷ indicative strong-beer pool) — a historical ratio, not a capture prediction. Quadrant lines: score 50 and median observed capture (2.38%). 8.6 volume may also come from outside the strong-beer segment, so ratios can be inflated where the pool is tiny.

Capture assessment pending

No company history — unranked on capture. Not plotted to avoid fabricated estimates.

Decision Workflow

Company panel: 215 non-missing market-year observations within 33 markets (not 215 independent markets). 2024 has a reporting discontinuity and is excluded from model fitting until reconciled. The full panel is not bundled; upload it in Capture Potential.

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.