The XAI-Powered strategic engine for reasoning how technologies impact the market.

Open-source decision-driven planning engine with Monte Carlo schedule simulation and scenario modeling.

Reasoning engine behind Agenda Intelligence — reusable strategic-risk analysis skill for AI agents producing policy-risk, sanctions, regulatory, geopolitical and trade memos with explicit evidence boundaries, uncertainty, scenarios, actor incentives, and watch-next indicators.

AI-powered social simulation platform for exploring how personas, groups, and coalitions react to events over time.

UrbanFlux is an interactive London urban planning tool for drawing zones, estimating population from Census LSOA intersections, and exploring regeneration scenarios with live controls and impact metrics.

End-to-end demand forecasting and scenario planning using SARIMA models, prediction intervals, and error metrics, translating uncertainty into operational planning guidance.

Probabilistic runway forecasting with AR collections modeling & ASC-606 revenue recognition

Plotly Dashboard for calibrating WOFOST 7.2

Health Care Operations Management Problems: AMPL

Structured strategic foresight methodology for emerging technology risk — drivers, scenarios, indicators, and horizon scanning.

Open-source multi-agent simulation engine to predict society-level response to launches, crises, campaigns, and narratives.

Exploratory, browser-based Scenario Stress-Test tool grounded in the CloudPedagogy AI Capability Framework.

2022년도 1학기 기업 연계 프로젝트-프레도 AI(Edutech)

AI-native foresight intelligence platform integrating Schwartz scenario planning, CLA, Three Horizons, STEEP, and swarm dynamics

MCP server for SIMBA — connect AI assistants (Claude, Cursor) to Bayesian Marketing Mix Models. Upload data, build models, optimize budgets, and run scenarios through natural language.

Enterprise Revenue Governance & Decision Intelligence Operating System. A board-level operating model for transforming revenue intelligence, forecast governance, risk management, recovery optimization, and executive decision-making into a unified enterprise capability.

Supply chain scenario planning tool with what-if analysis capabilities

Practical templates, frameworks, and tools for scenario analysis and strategic thinking. Includes ready-to-use Markdown templates for business, investment, career, and crisis planning.

A practical FP&A operating cockpit for management reporting, month-end close, variance analysis, scenarios, and finance transformation.

Strategic Foresight 2026: AI-Powered Scenario Engine & Predictive Intelligence Toolkit