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.
Strategic-risk analysis skill for AI agents — reusable domain skill for policy-risk, sanctions, regulatory, geopolitical, trade, and strategic-risk memos with explicit evidence boundaries, uncertainty, scenarios, actor incentives, and watch-next indicators.
Assess startup ideas, simulate 100 virtual companies, and turn uncertainty into experiments and execution plans.
AI-powered social simulation platform for exploring how personas, groups, and coalitions react to events over time.
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
Health Care Operations Management Problems: AMPL
Plotly Dashboard for calibrating WOFOST 7.2
Open-source multi-agent simulation engine to predict society-level response to launches, crises, campaigns, and narratives.
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.
Structured strategic foresight methodology for emerging technology risk — drivers, scenarios, indicators, and horizon scanning.
2022년도 1학기 기업 연계 프로젝트-프레도 AI(Edutech)
AI-native foresight intelligence platform integrating Schwartz scenario planning, CLA, Three Horizons, STEEP, and swarm dynamics
Exploratory, browser-based Scenario Stress-Test tool grounded in the CloudPedagogy AI Capability Framework.
Practical templates, frameworks, and tools for scenario analysis and strategic thinking. Includes ready-to-use Markdown templates for business, investment, career, and crisis planning.
Supply chain scenario planning tool with what-if analysis capabilities
A Blue Ocean Strategy to create new market space
Web-based urban digital twin prototype for neighbourhood-scale energy and ecology scenario planning in Twekkelerveld, Enschede.
Tariff scenario simulator with multi-country impact analysis
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