Understanding AI Recommendations

4 min readUpdated: 3/26/2026

Alev-B uses AI (Gemini) to generate tailored recommendations from your assessment scores — not boilerplate text, but concrete guidance based on your client's actual weaknesses and industry context. Recommendations are weighted by priority and directly actionable.

Results & Recommendations
Results with radar chart and category overview

How Recommendations Are Generated

When you request AI recommendations, Gemini analyzes your assessment scores together with the client's industry context. The following information feeds into the analysis:

  • All category scores and their accompanying free-text answers
  • Client industry and company size (if maintained)
  • Template type and its specific focus area
  • Benchmark data from published industry reports
Info
The more context the assessment contains — the more completely it is filled out and the more free-text answers are present — the more precise and relevant the recommendations. An assessment completed to 80% delivers significantly better recommendations than one at 50%.

Priority Levels

Each recommendation carries a priority level indicating how urgent action is required:

  • Critical (red) — Immediate action required: severe weaknesses with high risk potential
  • High (orange) — High priority: important gaps that should be addressed in the medium term
  • Medium (yellow) — Medium priority: improvement potential without acute risk
  • Low (green) — Low priority: nice-to-have optimizations or long-term goals

Recommendations per Category

Recommendations are organized by template category. Within each category, the weakest areas are addressed first — so you can see at a glance where the most urgent need for action lies. Categories with high scores receive fewer recommendations; categories with low scores get more detailed guidance.

Generating Recommendations

1

Complete the assessment to at least 50%

AI recommendations are only available once the assessment is at least 50% complete. Watch the progress bar at the top of the workspace. For best results: complete as many scale questions as possible and add free-text answers where appropriate.

2

Click "Generate AI Recommendations"

In the top toolbar you see the "AI Recommendations" button (star icon). Click it. Depending on the scope of the assessment, generation takes 5–15 seconds. A loading indicator shows you the progress.

3

Read and prioritize results

The recommendations panel opens on the right side of the workspace. Read through the recommendations — start with the Critical and High priority entries. Each recommendation includes a brief rationale for why this area is critical and a concrete next step.

Tip: Use the Implementation Guide (Professional/Enterprise) for a full implementation plan for each recommendation.

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For extended recommendations with deeper industry context, the Professional plan is recommended. Enterprise clients additionally receive the Cross-Template Synthesis, which correlates recommendations across multiple assessments.

Common Issues

Common Issues
  • Recommendations do not load / timeout error

    Generation can take longer for large assessments. Wait up to 30 seconds. If the timeout persists: reload the page and try again. Also check that your internet connection is stable. For persistent issues: contact support@alev-b.com.

  • Button "AI Recommendations" is greyed out or shows "Feature not available"

    AI recommendations require at least the Starter plan. Check your current plan under Account → Subscription. Free plan users see the button locked with an upgrade prompt. The assessment also needs to be at least 50% complete.

  • Recommendations seem too generic or not very relevant

    This usually happens when too many free-text fields were left empty or no client profile (industry, size) is maintained. Add free-text answers in the relevant categories and update the client profile. Then click "AI Recommendations" again — recommendations are regenerated and are typically much more specific.

Next Steps

  • Implementation Guide — from recommendation to concrete implementation plan
  • AI Chat — ask questions about individual recommendations
  • PDF Export — embed recommendations in a professional report