Data Analytics Case Studies
Analytics people can act on.
These projects are about turning data into choices that someone can actually make: narrative interfaces, KPI definitions, reward dashboards, market analyses, and analytics patterns that reduce ambiguity instead of producing one more chart.
Analytics leadership · Updated September 2026
Make the measure mean the same thing
My starting point for a dashboard is the conversation it needs to support. An operator investigating a stale feed, a researcher comparing runs and a leader reviewing progress need different views, but they should not get different answers to the same question. Shared definitions and explicit evidence boundaries matter more than adding another chart.
A dashboard should earn your trust is a case study in consistent cohorts, complete records and an inspectable reporting path. It explains how missing observations and freshness affect interpretation, and keeps operational checkpoint measurements separate from claims about business performance.
The Attimo poker workbench approaches the interface from an editorial perspective: evidence, narrative candidates and review belong together. The backtest-to-forward-testing workflow shows why apparently comparable results can hide different assumptions. Both cases make the analyst's reasoning visible to the reader.
The earlier dashboard, market-analysis and simulation studies remain below. Browse product leadership for delivery and ownership, or data platforms for the reporting infrastructure behind the interface.
Live-Sport Narrative Dashboard
Turning raw match events into auditable story objects, QA cues, and locale-aware outputs for editorial and product teams.
Read the Attimo narrative dashboard case study
Testing Weather as a Forecast Feature
A quick but disciplined analytics pass that answered whether weather was worth modeling or just another expensive distraction.
Read the weather feature-viability case study
On-Chain Rewards Analytics Pipeline
A hybrid analytics pipeline combining live contract reads, market data, and capacity data into one reporting layer.
Read the on-chain rewards analytics case study
Liquidity-Incentive Bootstrap Model
Modeling the runway, uptake, and economic shape of a liquidity-incentive program before it became an expensive experiment.
Explore the liquidity bootstrap model
Collateral vs Rewards Simulation
Using analytics and simulation outputs together to understand how reward design and collateral requirements pulled against each other.
Explore the collateral-versus-rewards simulation
SWOT Analysis of the Gaming Industry
A market-intelligence piece on the gaming sector focused on strategic pressure points, monetization risk, and where the industry still has room to grow.
Read the gaming market analysis