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    Brand Compliance

    Brand Compliance Checker

    Evaluate creative assets against brand guidelines using VLM reasoning. Finds visually similar content and scores each result against configurable brand criteria — color palette, tone, composition, and brand fit.

    3 stages
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    Pipeline Stages

    1
    visual_search
    filter
    feature_search
    View parameters
    {
  "searches": [
    {
      "feature_uri": "mixpeek://image_extractor@v1/google_siglip_base_v1",
      "query": {
        "input_mode": "image",
        "value": "{{INPUT.reference_image}}"
      },
      "top_k": 50,
      "min_score": 0.2
    }
  ],
  "final_top_k": 20
}
    2
    diversity_rerank
    sort
    mmr
    View parameters
    {
  "lambda_param": 0.6,
  "top_k": 10
}
    3
    brand_compliance_eval
    apply
    agentic_enrich
    View parameters
    {
  "provider": "google",
  "model_name": "gemini-2.5-flash",
  "system_prompt": "You are a brand compliance evaluator. Assess whether this creative asset meets the brand guidelines described below.\n\nBrand Guidelines: {{INPUT.brand_guidelines}}\n\nEvaluate: color palette adherence, tone and mood, composition quality, and overall brand fit. Return a structured compliance verdict.",
  "output_field": "metadata.brand_compliance",
  "output_schema": {
    "type": "object",
    "properties": {
      "verdict": {
        "type": "string",
        "enum": [
          "pass",
          "fail",
          "borderline"
        ]
      },
      "brand_fit_score": {
        "type": "number",
        "minimum": 0,
        "maximum": 1
      },
      "reasoning": {
        "type": "string"
      }
    },
    "required": [
      "verdict",
      "brand_fit_score",
      "reasoning"
    ]
  },
  "tools": [
    "analyze_content"
  ]
}

    Input Schema

    reference_image
    image
    required

    Reference creative asset to evaluate

    e.g. https://example.com/creative.jpg

    brand_guidelines
    text
    required

    Brand guidelines description to evaluate against

    e.g. Premium, minimalist aesthetic. Navy and white palette. No busy backgrounds.

    Use Cases

    • Creative asset review workflows
    • Automated brand guideline enforcement
    • Campaign quality assurance
    • Agency creative approval pipelines

    Requirements

    • Collection must have image embeddings indexed
    • LLM inference service must be available

    Tags

    brand-compliance
    vlm
    creative
    evaluation
    brand

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