03 · AI Investment Intelligence
Investment Expansion Propensity Simulator
Adjust firm characteristics to see how an illustrative logistic model scores expansion propensity, with explainability and an AI-generated nudge.
Synthetic portfolio jobs
216,195
Synthetic exports (€m)
292,036
Expansion pipeline (p > 0.6)
54 firms
Scenario inputs
IllustrativeR&D intensity65%
AI maturity72%
Collaboration relationships6
Talent constraint30%
Model propensity
57.1%
Illustrative logistic-model output, not a calibrated real-world probability.
Feature contributions to z (0.28)
AI-generated rule-based nudge
Prioritize targeted partner discovery and capability-gap analysis.
P(Expandi) = σ(β₀ + βᵀxi) = 1 / (1 + e−z)
Features: employment growth, R&D intensity, capital investment, sector momentum, infrastructure, collaboration density.
Regional employment (synthetic)
D · Ecosystem matching
Partner matching engine
Score(i,j) = w₁S_tech + w₂S_sector + w₃S_region + w₄S_capacity + w₅S_readiness — subject to consent and eligibility.
w · tech30
w · sector20
w · region15
w · capacity15
w · readiness20
#186
Meridian Semis
Semiconductors · Cork · 1992 jobs
#284
Cobalt Systems
Semiconductors · Dublin · 1253 jobs
#380
Lumen Networks
Semiconductors · Limerick · 1552 jobs
#476
Helix Robotics
Semiconductors · Limerick · 1345 jobs
#567
Atlas Systems
Pharma · Cork · 2009 jobs
#660
Vertex Dynamics
Photonics · Dublin · 2064 jobs