Live Demos

Use the systems

Each demo starts with a concrete task and states the data boundary up front. Project briefs explain the design; source links expose the implementation.

Choose A Task

Four working review paths

Decision support

Hotel Decision Desk

Run a synthetic service-recovery scenario and inspect the recommendation, alternatives, cost assumptions, and manager review path.

Data boundary: Built-in or user-entered synthetic scenarios only; no guest records or internal hotel policy.

Interactive analytics

Assessment Analytics

Inspect trends, compare groups, and review readiness signals generated from the published assessment extracts.

Data boundary: Synthetic records generated from the same public SQL extracts used by the reporting workflow.

Analyst workspace

Education Data Lab

Ask statistical and operational questions and receive structured tables, charts, and analysis notes.

Data boundary: Read-only analysis over a validated synthetic education warehouse.

Cited retrieval

Content Intelligence RAG

Ask how the conversion, information-object, retrieval, citation, and safety workflows operate.

Data boundary: Reviewed public-safe method and evidence records; raw private source material is excluded.