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⇱ Codex use cases

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Evaluation

Legacy APIs

Using Codex

Use cases

Set up a teammate

Give Codex a durable view of your work so it can notice what changed.

Automation Integrations

Turn feedback into actions

Synthesize feedback from multiple sources into a reviewable artifact.

Data Integrations

Clean and prepare messy data

Process tabular data without affecting the original.

Data Knowledge Work

Query tabular data

Ask a question about a CSV, spreadsheet, export, or data folder.

Data Knowledge Work

Understand large codebases

Trace request flows, map unfamiliar modules, and find the right files fast.

Engineering Analysis

Coordinate new-hire onboarding

Prepare onboarding trackers, team summaries, and welcome-space drafts.

Integrations Data

Learn a new concept

Turn dense source material into a clear, reviewable learning report.

Knowledge Work Data

Analyze datasets and ship reports

Turn messy data into clear analysis and visualizations.

Data Analysis

Iterate on difficult problems

Use Codex as a scored improvement loop to solve hard tasks.

Engineering Analysis

Annotate scRNA-seq data

Review single-cell QC, annotations, and UMAPs in one thread.

Sciences Data

Prioritize drug targets

Rank drug targets across multiple evidence lanes.

Sciences Data

Validate bulk RNA-seq inputs

Validate bulk RNA-seq inputs before differential expression.

Sciences Data

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