Project Studio
The studio is where evidence becomes artifacts: maps, trajectories, and narratives that support strategic judgment. These outputs show what you will build, critique, and defend.
The studio emphasizes evidence-based artifacts that can be inspected by peers and defended in front of faculty. Each output is a visible step in your argument: where the data came from, how it was modeled, and what it implies for strategy.
You will produce thematic maps, network overlays, growth curves, and trend trajectories that anchor your dossier. The goal is not simply to visualize data, but to show a chain of reasoning from evidence to judgment.
These artifacts are designed to be critiqued. They should be legible, reproducible, and framed as inputs to decisions rather than final answers. Use them to justify scope, identify weak signals, and argue for portfolio choices.
Each artifact should meet these studio standards:
Treat each image as an argument, not decoration. Identify the key pattern, the evidence behind it, and the strategic conclusion it supports.
The strongest studio work connects multiple artifacts into a coherent storyline. Use the gallery to map how signals become scenarios and recommendations.

Topic modeling
Interpretable topic clusters used to name thematic domains and compare relative prominence across time.

Dimensionality reduction
Low-dimensional map of documents that reveals proximity between themes and supports cluster validation.

Network overlays
Overlay view that positions a target domain within a broader knowledge ecosystem to show adjacency and gaps.

Trend analysis
Trend trajectories highlight growth rates, inflection points, and early shifts that shape forecasts.

Growth curves
Lifecycle curves connect evidence to forecasting logic and help justify scenario assumptions.

Foresight framing
Hype cycle positioning gives strategic context for maturity, risk, and timing decisions.