#Scenario-analysis

Avaiga

taipy

Turns Data and AI algorithms into production-ready web applications in no time.

bradbase

flyingkoala

FlyingKoala turns Excel into a user interface for defining calculations in Python and so reduces the complexity for humans translating from Excel to Python and makes the calculations more transparent to other domain experts, managers, bankers and auditors.

AmirhosseinHonardoust

Skill-Adaptation-Debt-Engine

A Streamlit dashboard that measures skill adaptation debt instead of predicting outcomes. It decomposes pressure into churn, novelty, and breadth to explain which roles/industries are becoming harder to staff. Includes role/industry reports, skill pressure maps, what-if scenario simulation, and a dataset explorer.