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Deliverables

A deliverable is the artifact a candidate produces during an assessment. It’s the primary output that gets scored for quality, structure, and content accuracy.

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Supported formats

The deliverable type is set when building an assessment and determines which editing tools are available to the candidate in the workspace.

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How candidates build deliverables

Candidates work with the AI assistant to create their deliverable. The AI can:

• Create and edit slides/sections - Add content, restructure, format
• Apply templates and formatting - Professional layouts and styling
• Insert data from connected sources - Pull in tables, charts, and quotes
• Iterate based on feedback - Refine content through conversation

The workspace shows the deliverable in real-time on the right side of the screen, while the AI chat panel occupies the left side. Candidates can also manually edit the deliverable directly.

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Scoring deliverables

The deliverable is scored by two categories in the rubric:

• Correctness (deterministic): Are the required elements present, the facts right, and the judgment calls sound?
• Deliverable Quality (AI-judged): How good is the output (polish, clarity, insight), measured as how far it improves on a first-pass AI draft? A lightly reworded AI draft scores low; a meaningful, quality-raising departure scores high.

The scoring engine examines both the final deliverable and the process of creating it (visible through session events).