diff --git a/.idea/gradle.xml b/.idea/gradle.xml
index 9b66e48..19790fa 100644
--- a/.idea/gradle.xml
+++ b/.idea/gradle.xml
@@ -9,6 +9,7 @@
           <set>
             <option value="$PROJECT_DIR$" />
             <option value="$PROJECT_DIR$/img-ai" />
+            <option value="$PROJECT_DIR$/img-core" />
             <option value="$PROJECT_DIR$/img-ui" />
           </set>
         </option>
diff --git a/img-ai/build.gradle.kts b/img-ai/build.gradle.kts
index 9d06292..399a419 100644
--- a/img-ai/build.gradle.kts
+++ b/img-ai/build.gradle.kts
@@ -14,6 +14,7 @@ repositories {
 }
 
 dependencies {
+    implementation(project(":img-core"))
     implementation("com.microsoft.onnxruntime:onnxruntime:1.17.1")
     testImplementation("org.jetbrains.kotlin:kotlin-test")
     testImplementation("org.junit.jupiter:junit-jupiter-api:${junitVersion}")
diff --git a/img-ai/src/main/java/module-info.java b/img-ai/src/main/java/module-info.java
index 37af9e9..5195591 100644
--- a/img-ai/src/main/java/module-info.java
+++ b/img-ai/src/main/java/module-info.java
@@ -3,5 +3,6 @@ module dev.nuculabs.imagetagger.ai {
     requires java.desktop;
     requires java.logging;
     requires kotlin.stdlib;
+    requires dev.nuculabs.imagetagger.core;
     exports dev.nuculabs.imagetagger.ai;
 }
\ No newline at end of file
diff --git a/img-ai/src/main/kotlin/dev/nuculabs/imagetagger/ai/ImageTagsPrediction.kt b/img-ai/src/main/kotlin/dev/nuculabs/imagetagger/ai/ImageTagsPrediction.kt
index 71ce441..57c6035 100644
--- a/img-ai/src/main/kotlin/dev/nuculabs/imagetagger/ai/ImageTagsPrediction.kt
+++ b/img-ai/src/main/kotlin/dev/nuculabs/imagetagger/ai/ImageTagsPrediction.kt
@@ -3,6 +3,7 @@ package dev.nuculabs.imagetagger.ai
 import ai.onnxruntime.OnnxTensor
 import ai.onnxruntime.OrtEnvironment
 import ai.onnxruntime.OrtSession
+import dev.nuculabs.imagetagger.core.abstractions.IImageTagsPrediction
 import java.awt.image.BufferedImage
 import java.io.Closeable
 import java.io.IOException
diff --git a/img-core/build.gradle.kts b/img-core/build.gradle.kts
new file mode 100644
index 0000000..0031bb6
--- /dev/null
+++ b/img-core/build.gradle.kts
@@ -0,0 +1,20 @@
+plugins {
+    id("java")
+    kotlin("jvm") version "1.8.22"
+    id("org.javamodularity.moduleplugin") version "1.8.12"
+}
+
+group = "dev.nuculabs.imagetagger.core"
+version = "1.1"
+
+repositories {
+    mavenCentral()
+}
+
+dependencies {
+    testImplementation(kotlin("test"))
+}
+
+tasks.test {
+    useJUnitPlatform()
+}
\ No newline at end of file
diff --git a/img-core/src/main/java/module-info.java b/img-core/src/main/java/module-info.java
new file mode 100644
index 0000000..a82f5bf
--- /dev/null
+++ b/img-core/src/main/java/module-info.java
@@ -0,0 +1,7 @@
+module dev.nuculabs.imagetagger.core {
+    requires kotlin.stdlib;
+    requires java.desktop;
+    requires java.logging;
+    exports dev.nuculabs.imagetagger.core;
+    exports dev.nuculabs.imagetagger.core.abstractions;
+}
\ No newline at end of file
diff --git a/img-core/src/main/kotlin/dev/nuculabs/imagetagger/core/AnalyzedImage.kt b/img-core/src/main/kotlin/dev/nuculabs/imagetagger/core/AnalyzedImage.kt
new file mode 100644
index 0000000..005a261
--- /dev/null
+++ b/img-core/src/main/kotlin/dev/nuculabs/imagetagger/core/AnalyzedImage.kt
@@ -0,0 +1,52 @@
+package dev.nuculabs.imagetagger.core
+
+import dev.nuculabs.imagetagger.core.abstractions.IImageTagsPrediction
+import java.awt.image.BufferedImage
+import java.io.File
+import java.util.logging.Logger
+import javax.imageio.ImageIO
+
+/**
+ * AnalyzedImage represents an Analyzed Image inside the ImageTagger application.
+ */
+class AnalyzedImage(private val file: File, imageTagsPrediction: IImageTagsPrediction) {
+
+    private var bufferedImage: BufferedImage? = null
+    private var predictedTags: List<String> = emptyList()
+    private val logger: Logger = Logger.getLogger("AnalyzedImage")
+    private var error: String = ""
+
+    /**
+     * Initializes the analyzed image and predicts its tags.
+     */
+    init {
+        try {
+            bufferedImage = ImageIO.read(File(file.absolutePath))
+            predictedTags = imageTagsPrediction.predictTags(bufferedImage!!)
+        } catch (e: Exception) {
+            logger.warning("Error while predicting images $e")
+            error = e.message.toString()
+        }
+    }
+
+    /**
+     * Returns the prediction error
+     */
+    fun errorMessage(): String {
+        return error;
+    }
+
+    /**
+     * Returns the absolute file path of the image.
+     */
+    fun absolutePath(): String {
+        return file.absolutePath;
+    }
+
+    /**
+     * Returns the predicted tags.
+     */
+    fun tags(): List<String> {
+        return predictedTags
+    }
+}
\ No newline at end of file
diff --git a/img-ai/src/main/kotlin/dev/nuculabs/imagetagger/ai/IImageTagsPrediction.kt b/img-core/src/main/kotlin/dev/nuculabs/imagetagger/core/abstractions/IImageTagsPrediction.kt
similarity index 86%
rename from img-ai/src/main/kotlin/dev/nuculabs/imagetagger/ai/IImageTagsPrediction.kt
rename to img-core/src/main/kotlin/dev/nuculabs/imagetagger/core/abstractions/IImageTagsPrediction.kt
index 2e9c960..8373cd9 100644
--- a/img-ai/src/main/kotlin/dev/nuculabs/imagetagger/ai/IImageTagsPrediction.kt
+++ b/img-core/src/main/kotlin/dev/nuculabs/imagetagger/core/abstractions/IImageTagsPrediction.kt
@@ -1,4 +1,4 @@
-package dev.nuculabs.imagetagger.ai
+package dev.nuculabs.imagetagger.core.abstractions
 
 import java.awt.image.BufferedImage
 import java.io.InputStream
diff --git a/img-ui/build.gradle b/img-ui/build.gradle
index ce09f2b..c4b6677 100644
--- a/img-ui/build.gradle
+++ b/img-ui/build.gradle
@@ -38,6 +38,7 @@ javafx {
 
 dependencies {
   implementation(project(":img-ai"))
+  implementation(project(":img-core"))
   implementation('org.controlsfx:controlsfx:11.1.2')
   implementation('com.dlsc.formsfx:formsfx-core:11.6.0') {
     exclude(group: 'org.openjfx')
diff --git a/img-ui/src/main/java/module-info.java b/img-ui/src/main/java/module-info.java
index 0dd6bab..9224102 100644
--- a/img-ui/src/main/java/module-info.java
+++ b/img-ui/src/main/java/module-info.java
@@ -14,6 +14,7 @@ module dev.nuculabs.imagetagger.ui {
     requires org.kordamp.ikonli.fontawesome5;
     requires kotlinx.coroutines.core;
     requires dev.nuculabs.imagetagger.ai;
+    requires dev.nuculabs.imagetagger.core;
 
     opens dev.nuculabs.imagetagger.ui to javafx.fxml, javafx.graphics;
     opens dev.nuculabs.imagetagger.ui.controls to javafx.fxml, javafx.graphics;
diff --git a/img-ui/src/main/kotlin/dev/nuculabs/imagetagger/ui/BasicServiceLocator.kt b/img-ui/src/main/kotlin/dev/nuculabs/imagetagger/ui/BasicServiceLocator.kt
index 85aa287..5e5a9d2 100644
--- a/img-ui/src/main/kotlin/dev/nuculabs/imagetagger/ui/BasicServiceLocator.kt
+++ b/img-ui/src/main/kotlin/dev/nuculabs/imagetagger/ui/BasicServiceLocator.kt
@@ -1,6 +1,6 @@
 package dev.nuculabs.imagetagger.ui
 
-import dev.nuculabs.imagetagger.ai.IImageTagsPrediction
+import dev.nuculabs.imagetagger.core.abstractions.IImageTagsPrediction
 
 /**
  * BasicServiceLocator is implemented to avoid polluting the apps with singletons.
diff --git a/img-ui/src/main/kotlin/dev/nuculabs/imagetagger/ui/MainPage.kt b/img-ui/src/main/kotlin/dev/nuculabs/imagetagger/ui/MainPage.kt
index 05d6e9a..fa51685 100644
--- a/img-ui/src/main/kotlin/dev/nuculabs/imagetagger/ui/MainPage.kt
+++ b/img-ui/src/main/kotlin/dev/nuculabs/imagetagger/ui/MainPage.kt
@@ -1,6 +1,6 @@
 package dev.nuculabs.imagetagger.ui
 
-import dev.nuculabs.imagetagger.ai.IImageTagsPrediction
+import dev.nuculabs.imagetagger.core.abstractions.IImageTagsPrediction
 import dev.nuculabs.imagetagger.ai.ImageTagsPrediction
 import javafx.application.Application
 import javafx.application.Platform
diff --git a/img-ui/src/main/kotlin/dev/nuculabs/imagetagger/ui/MainPageController.kt b/img-ui/src/main/kotlin/dev/nuculabs/imagetagger/ui/MainPageController.kt
index 32eecef..dcd6280 100644
--- a/img-ui/src/main/kotlin/dev/nuculabs/imagetagger/ui/MainPageController.kt
+++ b/img-ui/src/main/kotlin/dev/nuculabs/imagetagger/ui/MainPageController.kt
@@ -1,5 +1,6 @@
 package dev.nuculabs.imagetagger.ui
 
+import dev.nuculabs.imagetagger.core.AnalyzedImage
 import dev.nuculabs.imagetagger.ui.controls.ImageTagsEntryControl
 import dev.nuculabs.imagetagger.ui.controls.ImageTagsSessionHeader
 import javafx.application.Platform
@@ -11,13 +12,11 @@ import javafx.scene.layout.HBox
 import javafx.scene.layout.Priority
 import javafx.scene.layout.VBox
 import javafx.stage.FileChooser
-import java.io.File
 import java.util.concurrent.ExecutorService
 import java.util.concurrent.Executors
 import java.util.concurrent.Semaphore
 import java.util.concurrent.atomic.AtomicInteger
 import java.util.logging.Logger
-import javax.imageio.ImageIO
 
 
 class MainPageController {
@@ -34,7 +33,7 @@ class MainPageController {
     private val maxImagesPredictionInProgress = Runtime.getRuntime().availableProcessors()
 
     /**
-     * Semaphore to limit the maximum amount of predictions submitted to the tread pool.
+     * Semaphore to limit the maximum number of predictions submitted to the tread pool.
      */
     private val workerSemaphore: Semaphore = Semaphore(maxImagesPredictionInProgress)
 
@@ -54,8 +53,8 @@ class MainPageController {
     private val imageTagsPrediction = BasicServiceLocator.getInstance().imageTagsPrediction
 
     /**
-     * A boolean that when set to true it will stop the current image tagging operation.
-     * When a new operation is started the boolean is reset to false.
+     * A boolean that when set to, true it will stop the current image tagging operation.
+     * When a new operation is started, the boolean is reset to false.
      */
     private var isCurrentTagsOperationCancelled: Boolean = false
 
@@ -112,19 +111,12 @@ class MainPageController {
                             return@submit
                         }
 
-                        predictImageTags(
-                            filePath,
-                            onError = {
-                                workerSemaphore.release()
-                            }
-                        ) { imagePath, imageTags ->
-                            // Add newly predicted tags to UI.
-                            Platform.runLater {
-                                // Add image and prediction to the view.
-                                addNewImagePredictionEntry(imagePath, imageTags)
-                                updateProgressBar()
-                                workerSemaphore.release()
-                            }
+                        val analyzedImage = AnalyzedImage(filePath, this.imageTagsPrediction)
+                        workerSemaphore.release()
+                        Platform.runLater {
+                            // Add image and prediction to the view.
+                            addNewImagePredictionEntry(analyzedImage)
+                            updateProgressBar()
                         }
                     }
                 }
@@ -142,38 +134,15 @@ class MainPageController {
         cancelButton.isVisible = false
     }
 
-    /**
-     * Predicts an image tags and executes an action with it.
-     *
-     * @param filePath - The image file's absolute path.
-     */
-    fun predictImageTags(
-        filePath: File,
-        onError: (Exception) -> Unit,
-        onSuccess: (String, List<String>) -> Unit
-    ) {
-        try {
-            // Get predictions for the image.
-            val imageFile = ImageIO.read(File(filePath.absolutePath))
-            val tags: List<String> = imageTagsPrediction.predictTags(imageFile)
-            onSuccess(filePath.absolutePath, tags)
-        } catch (e: Exception) {
-            logger.warning("Error while predicting images $e")
-            onError(e)
-        }
-    }
-
     /**
      * Updates the UI with a new ImagePredictionEntry.
      *
-     * @param imagePath - The image path.
-     * @param imageTags - The image's tags.
+     * @param analyzedImage - The analyzed image instance.
      */
     fun addNewImagePredictionEntry(
-        imagePath: String,
-        imageTags: List<String>,
+        analyzedImage: AnalyzedImage,
     ) {
-        verticalBox.children.add(ImageTagsEntryControl(imagePath, imageTags))
+        verticalBox.children.add(ImageTagsEntryControl(analyzedImage))
         verticalBox.children.add(Separator())
     }
 
diff --git a/img-ui/src/main/kotlin/dev/nuculabs/imagetagger/ui/controls/ImageTagsEntryControl.kt b/img-ui/src/main/kotlin/dev/nuculabs/imagetagger/ui/controls/ImageTagsEntryControl.kt
index e3ce683..51439a1 100644
--- a/img-ui/src/main/kotlin/dev/nuculabs/imagetagger/ui/controls/ImageTagsEntryControl.kt
+++ b/img-ui/src/main/kotlin/dev/nuculabs/imagetagger/ui/controls/ImageTagsEntryControl.kt
@@ -1,5 +1,6 @@
 package dev.nuculabs.imagetagger.ui.controls
 
+import dev.nuculabs.imagetagger.core.AnalyzedImage
 import dev.nuculabs.imagetagger.ui.alerts.ErrorAlert
 import javafx.fxml.FXML
 import javafx.fxml.FXMLLoader
@@ -21,7 +22,7 @@ import java.util.logging.Logger
 /**
  * This class is used to create a custom control for the image prediction entry.
  */
-class ImageTagsEntryControl(private val imagePath: String, predictions: List<String>) : HBox() {
+class ImageTagsEntryControl(private val image: AnalyzedImage) : HBox() {
     private val logger: Logger = Logger.getLogger("ImageTagsEntryControl")
 
     /**
@@ -59,8 +60,8 @@ class ImageTagsEntryControl(private val imagePath: String, predictions: List<Str
         } catch (exception: IOException) {
             throw RuntimeException(exception)
         }
-        setImage(imagePath)
-        setText(predictions)
+        setImage(image.absolutePath())
+        setText(image.tags())
 
         setupEventHandlers()
     }
@@ -111,11 +112,11 @@ class ImageTagsEntryControl(private val imagePath: String, predictions: List<Str
         if (Desktop.isDesktopSupported()) {
             val desktop = Desktop.getDesktop()
             if (desktop.isSupported(Desktop.Action.OPEN)) {
-                desktop.open(File(imagePath))
+                desktop.open(File(image.absolutePath()))
             }
         } else {
-            logger.severe("Cannot open image $imagePath. Desktop action not supported!")
-            ErrorAlert("Can't open file: $imagePath\nOperation is not supported!")
+            logger.severe("Cannot open image ${image.absolutePath()}. Desktop action not supported!")
+            ErrorAlert("Can't open file: ${image.absolutePath()}\nOperation is not supported!")
         }
     }
 
diff --git a/settings.gradle b/settings.gradle
index d14d822..86c0bf7 100644
--- a/settings.gradle
+++ b/settings.gradle
@@ -4,4 +4,5 @@ plugins {
 rootProject.name = "ImageTagger-Solution"
 include "img-ui"
 include 'img-ai'
+include 'img-core'