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AI interpretation

Enterprise-grade feedback powered by AI, designed by you

AI Interpretation automatically generates enterprise-quality, context-aware, ready-to-deliver feedback and scoring by using your assessment data as context, including:

qualitative and open text answers
uploaded documents, spreadsheets, or PDF files
combined answers across questions

AI for any enterprise assessment

AI Interpretation is designed for any organization that builds or delivers assessments, including:

Enterprise Teams

Assess internal strategy documents, audits, or performance inputs with consistent outputs.

HR & Development

Evaluate skills, competencies, or training responses with targeted feedback.

Associations

Deliver personalised feedback to members, candidates, or auditors at scale.

Consulting Firms

Analyze client submissions and generate strategy insights automatically.

Risk & Compliance

Review documents or responses and generate structured risk summaries.

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Build feedback based on the detailed context of responses

If you’ve used AI to generate text before, you know the quality depends on the input. AI Interpretation uses answers, written input, and uploaded documents to create accurate, personalized feedback that can be merged into reports or results pages.

It can read uploaded documents, PDFs, and spreadsheets to score responses and generate detailed feedback with direct references to the information provided.

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Take a story and turn it into a score

We often think about how written feedback can be used to tell the story of a score. AI Interpretation scoring turns this on its head.

Use uploaded files, open text answers, or combinations of qualitative and quantitative responses to define and interpret scores. You set the standard, AI runs the numbers to give an objective analysis of subjective input.

Get a flying start on personalised feedback

  • Response Completed

    Respondents complete the assessment, providing AI Interpretation with the context. This may include open-ended responses, uploaded documents, quantitative answers, or a combination of these things.

    AI Interpretation uses:

    Any answer format, including uploaded files in PDF, document, or Excel format

    Open-ended qualitative input or definitive quantitative responses

    Assessor-uploaded content that informs scoring or prompt criteria

  • AI Generates Interpretation

    Using your prompt, the response, and any uploaded files, AI Interpretation produces context-aware feedback and/or scoring, ready to merge into your report template or results page.

    For the best results:

    Define the AI interpretation length, tone, and format

    Provide context by merging assessment data into the prompt

    Upload key documentation that demonstrates best practice

  • Chef’s Check

    Before finalizing your AI Interpretation for the feedback report, you can review the content. Approve it as-is, rewrite feedback with your own ideas, or regenerate the AI Interpretation with an updated prompt.

    As the Assessor, you can:

    Maintain full editorial control

    Rewrite, regenerate, or start over at any point

    Lock in the best version to bypass the checks

  • Generate the Report

    Export and deliver a polished, ready-to-send report. Over time, when you’re comfortable with the accuracy of AI Interpretation, you can automatically send the report.

    In your reports and results:

    Merge your AI Interpretation directly into reports or results pages

    Build detailed tables, action plans, or simple high-level summaries

    Directly reference uploaded materials in your feedback, verbatim.

Individual assessments

Sometimes pre-defined feedback can feel impersonal. AI Interpretation uses individual responses as a detailed reference point for providing feedback. For example, you can use AI Interpretation to:

Build programs in a table or text format

Offer guidance for improvement

Directly reference the respondent’s input

Turn qualitative elements into quantitative scores

Explain the reasoning for a score in detail

Cohort assessments

Pull together responses in a cohort and use that data to deliver detailed feedback or automate the creation of a Cohort Intelligence report. For example, you can use AI Interpretation to:

Identify collective strengths and weaknesses

Build a commentary about trends

Recommend actions or resources

Reveal outliers, gaps, or misalignment

Give comparative feedback based on iterations

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Review, edit, and run a complete report workflow

AI Interpretation depends on context and detail but comes with features that make it as easy as possible to provide that information.

Instead of reading and writing feedback for every response yourself, AI Interpretation creates drafts of summaries, feedback, and scores.

Keep what works.

Edit or rewrite anything that needs changes.

Run it again if you want different options.

Brilliant Assessments AI Plus plans

AI Interpretation is exclusive to our annual AI Plus plans.
View base plans (without AI Interpretation) here.

SMALL BUSINESS

$5,990

per year | conditions apply

For businesses <3 employees

600 responses per year

All base plan features

All AI Interpretation Features

   Watch a demo

Book a live demo

STARTER

$7,990

per year

1,200 responses per year

Unlimited users

All base plan features

All AI Interpretation Features

   Watch a demo

Book a live demo

PROFESSIONAL

$9,990

per year

Great Value

2,400 responses per year

Unlimited users

All base plan features

All AI Interpretation Features

   Watch a demo

Book a live demo

ADVANCED

$19,990

per year

10,000 responses per year

Unlimited users

All base plan features

All AI Interpretation Features

   Watch a demo

Book a live demo

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✨ Want to see AI Interpretation in action?

From individual coaching to executive reviews and audits, AI in Brilliant Assessments turns responses into structured, meaningful feedback at scale. The best way to see what’s possible is to watch a demo, then book a walkthrough with our team.

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