Case Study No. 4 · Learning Guide

Anatomy of an AI-Generated Analytics Report

Emily prompted Codex's report-generation flow to build a video-game release report, then published it here as a case study. This guide walks through the workflow step by step — the finished artifact is below, with every assumption called out.

Synthetic data • for demonstration only • export-ready PDF layout

What you'll learn

guide overview

The workflow

four steps

1. Generate. Emily used Codex's report-generation flow, asking for an analytics report on video game releases with a Fiserv-style blue/orange theme. The exact prompt text was not recorded.

2. Inspect. She reviewed the generated HTML: four KPI cards, a release-volume trend chart, a genre-mix breakdown, supporting takeaways, and a sample data table.

3. De-brand. Before publishing, the Fiserv wordmark was removed at her request and the color palette kept. No affiliation with Fiserv is claimed.

4. Publish. Oscar deployed the page as a static site and recorded it in the Emily's Brain shared memory.

The finished artifact

the generated report, as published

Everything below this line is the report exactly as generated, minus the removed wordmark. Read it the way a stakeholder would — then check the assumptions at the bottom.

Total releases
432
Modeled major + indie launches
Peak year
2023
49 releases in the sample
Top genre
Action
21% of releases
Avg rating
82
Weighted synthetic critic score

Release volume trend

2016–2026
3739404143444649474845 20162017201820192020202120222023202420252026
Executive readout: release activity accelerates after 2020, peaks in 2023, and remains structurally elevated through 2026 as live-service, remaster, and indie pipelines mature.

Genre mix

share of releases
Action
21%
RPG
18%
Sports
13%
Sim
12%
Strategy
11%
Other
25%
Portfolio signal: balanced genre coverage reduces reliance on a single launch cycle and improves the quality of release calendars.

Platform leaders

PC and Nintendo Switch show the broadest release coverage, driven by indie accessibility and cross-platform publishing.

Quality pattern

Single-player RPG and strategy titles post the strongest modeled ratings, while annual sports releases cluster in a narrower score band.

Market takeaway

From 2021 onward, release density grows faster than average rating, suggesting discoverability becomes the bigger executive challenge.

Representative synthetic release table

sample of generated records
YearTitleGenrePrimary PlatformPublisher TypeRatingLaunch Model
2016Neon HarborActionPlayStationAAA84Premium
2017Pixel OrchardSimulationPCIndie81Digital
2018Iron ValkyrieRPGXboxAA86Premium
2019Starlane CircuitRacingSwitchIndie78Digital
2020Quiet FrontierAdventurePCIndie88Digital
2021Apex DynastySportsPlayStationAAA79Annual
2022Citadel EchoesStrategyPCAA85Premium
2023Moonwell TacticsStrategySwitchIndie90Digital
2024Velocity DistrictRacingXboxAAA82Live Service
2025Wild SignalActionPCAA83Premium
2026Blueforge LegendsRPGPlayStationAAA89Premium

Assumptions

called out explicitly