OUR APPROACH

Brix Mühendislik: the experience behind the software

Brix brings 20 years of food engineering experience to AI-assisted food label analysis. Our preliminary regulatory compliance review evaluates each declaration in the context of its product.

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20 years of food engineering experience

Gıda Etiketi is backed by Brix Mühendislik’s 20 years of food engineering experience. The central perspective this brings to the application is the need to consider the technical reality of a product together with the information presented on its package. Ingredients, nutrition information, directions for use and product identity should form a coherent description.

Professional experience helps identify the right questions during a review. Which product does a statement describe, what is the basis of a quantity, and which document can substantiate it? These questions shape Gıda Etiketi’s review method. The 20-year figure refers to the food engineering experience behind the application, rather than the age of the software itself.

Considering formulation, production and packaging together

A label is not developed in isolation. Ingredient choices influence the ingredients declaration, recipe changes can affect nutrition information, and intended use shapes the directions given to the consumer. Different panels of the packaging should describe the same product consistently. Reviewing the complete artwork together with relevant product information is therefore an important working principle.

Engineering experience helps teams follow these relationships. A change in pack size calls for a new look at net quantity; a recipe revision calls for a review of the ingredients list; a language revision calls for checking the corresponding statements. The guide to preparing every label panel puts this perspective into practice at the first stage of using the application.

Starting with the product to identify applicable checks

For a check to be meaningful, its conditions of application need to be understood first. A dairy product, a cocoa product and a fruit juice can raise different technical questions. The declared ingredients, product name and claims made to the consumer all influence the review scope. If the nature of the product is unclear, a definite compliance conclusion may not be supported.

This perspective guides the software’s use of rules together with their triggering conditions. Seeing a symbol, locating a declaration and assessing its appropriateness for the product are separate steps. Read about category-specific label checks and rule applicability to understand how scope affects the interpretation of a result.

Translating engineering questions into traceable checks

Bringing a review method into software also means defining what counts as evidence. Net quantity requires a number and its unit together. Nutrition values need to be associated with the correct column. An origin statement should not be confused with another piece of product information. Finding a word alone does not answer all these questions.

Defined and approved rules make the scope of the application’s checks easier to follow. The report places detected information alongside the expected condition, allowing each finding to be revisited against the source artwork. Net quantity and origin checks and nutrition table review illustrate how the same approach applies to different parts of the package.

How technology and expert assessment work together

OCR helps turn writing in an image into readable text. Visual assessment addresses other questions, such as placement, typography or how an ingredient is represented on the pack. Different evidence types have different strengths and verification needs. A technical assessment should preserve these distinctions when drawing conclusions.

The software brings routine preliminary checks together, while an expert can consider the recipe, supporting documents and specific circumstances of the product. Low resolution, a missing panel or conflicting information should remain visible in the explanation. The manual review status guide and answers about image quality explain how to act on those findings.

A common reference for quality, development and design teams

During a label revision, a technical colleague needs to explain what should change, and the design team needs to identify the relevant area. The brand owner needs to see which questions remain open on the version intended for printing. Working from the same source file and clearly described findings supports more organised communication between these roles.

The analysis number, explained results and downloadable report are useful parts of that process. Keep the artwork version with its source file, run another check after making changes and assign unresolved questions to the relevant person. Our guide to next steps after a report describes a practical way to organise that follow-up.

Product-specific technical support from Brix Mühendislik

Brix Mühendislik’s services include food labelling consultancy, product and process development, and shelf-life work. A product-specific question calls for agreement on the scope of the work and the technical information needed to investigate it. An application report can serve as a starting document that identifies the issues to focus on.

For support with label preparation, nutrition information or a product-specific declaration, visit Brix Mühendislik’s food labelling consultancy page. You can discuss your requirements through the Brix Mühendislik contact page. Both pages are on the Turkish corporate website. The application’s preliminary report does not replace a separately scoped consultancy engagement.

Development grounded in real labels and clear scope

Small type, multiple languages, varied nutrition table layouts and packaging graphics can all make review difficult. Improvement requires identifying the reason for an incorrect reading and checking the correction against source evidence. Misreading a value is different from identifying a genuinely incorrect declaration; feedback needs to preserve that distinction.

Our aim is to continue bringing Brix Mühendislik’s experience into an understandable digital review process. Identify the product, prepare the source file, examine the findings and resolve open questions with appropriate evidence. Learn more about Gıda Etiketi, or open the food label checker to start your first analysis.

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