diff --git a/core/Document/ProcessedText.go b/core/Document/ProcessedText.go
index d7363d9..749f723 100644
--- a/core/Document/ProcessedText.go
+++ b/core/Document/ProcessedText.go
@@ -14,6 +14,7 @@ type ProcessedSymbol struct {
 }
 
 type ProcessedWord struct {
+	Id          string
 	FullText    string
 	Symbols     []ProcessedSymbol
 	Confidence  float32
diff --git a/frontend/components/workspace/DocumentRenderer.tsx b/frontend/components/workspace/DocumentRenderer.tsx
index adf8fd6..b8ced79 100644
--- a/frontend/components/workspace/DocumentRenderer.tsx
+++ b/frontend/components/workspace/DocumentRenderer.tsx
@@ -9,22 +9,32 @@ import classNames from '../../utils/classNames'
 import LanguageSelect from './LanguageSelect'
 import isInBounds from '../../utils/isInBounds'
 import { ipc } from '../../wailsjs/wailsjs/go/models'
+import onEnterHandler from '../../utils/onEnterHandler'
 
 const zoomStep = 0.025
 const maxZoomLevel = 4
 
 const DocumentRenderer = () => {
-  const { getSelectedDocument, requestAddArea, selectedAreaId, setSelectedAreaId, getProcessedAreasByDocumentId } = useProject()
+  const {
+    getSelectedDocument,
+    requestAddArea,
+    selectedAreaId,
+    setSelectedAreaId,
+    getProcessedAreasByDocumentId,
+    requestUpdateProcessedWordById
+  } = useProject()
   const selectedDocument = getSelectedDocument()
   const areas = selectedDocument?.areas
   const documentCanvas = useRef<HTMLCanvasElement>(null)
   const areaCanvas = useRef<HTMLCanvasElement>(null)
   const uiCanvas = useRef<HTMLCanvasElement>(null)
   const drawingCanvas = useRef<HTMLCanvasElement>(null)
+  const editWordInput = useRef<HTMLInputElement>(null)
 
   const [zoomLevel, setZoomLevel] = useState(1)
   const [hoverOverAreaId, setHoverOverAreaId] = useState('')
   const [hoveredProcessedArea, setHoveredProcessedArea] = useState<ipc.ProcessedArea | undefined>()
+  const [wordToEdit, setWordToEdit] = useState<{ word: ipc.ProcessedWord, areaId: string } | undefined>()
 
   let downClickX = 0
   let downClickY = 0
@@ -134,10 +144,16 @@ const DocumentRenderer = () => {
   }
 
   const getProcessedAreaById = async (areaId: string) => {
-    if (!selectedDocument || !selectedDocument.id || !areaId) return
-    const processedAreas = await getProcessedAreasByDocumentId(selectedDocument.id)
-    const foundProcessedArea = processedAreas.find(a => a.id === areaId)
-    return foundProcessedArea
+    try {
+      if (!selectedDocument || !selectedDocument.id || !areaId) return
+      const processedAreas = await getProcessedAreasByDocumentId(selectedDocument.id)
+      const foundProcessedArea = processedAreas.find(a => a.id === areaId)
+      console.log(foundProcessedArea)
+      return foundProcessedArea
+    } catch (err) {
+      console.error(err)
+      return
+    }
   }
 
   const handleHoverOverArea = (e: React.MouseEvent) => {
@@ -155,7 +171,6 @@ const DocumentRenderer = () => {
 
     setHoverOverAreaId(areaContainingCoords?.id || '')
     getProcessedAreaById(areaContainingCoords?.id || '').then(response => {
-      console.log(response)
       setHoveredProcessedArea(response)
     })
   }
@@ -237,6 +252,19 @@ const DocumentRenderer = () => {
     else if (zoomLevel > (zoomStep * 2)) setZoomLevel(zoomLevel - zoomStep)
   }
 
+  const handleWordCorrectionSubmit = (wordId: string, newWordValue: string) => {
+    console.log(newWordValue)
+    requestUpdateProcessedWordById(wordId, newWordValue)
+    .then(res => {
+      console.log('res', res)
+      getProcessedAreaById(hoverOverAreaId|| '').then(response => {
+        setHoveredProcessedArea(response)
+      })
+    })
+    .catch(console.error)
+    setWordToEdit(undefined)
+  }
+
   useEffect(() => {
     if (selectedDocument?.path) applyDocumentToCanvas(selectedDocument.path)
   })
@@ -260,13 +288,17 @@ const DocumentRenderer = () => {
           return <span
             key={i}
             dir={w.direction === 'RIGHT_TO_LEFT' ? 'rtl' : 'ltr'}
-            className='absolute text-center inline-block p-1 bg-opacity-60 bg-black text-white rounded-md shadow-zinc-900 shadow-2xl'
+            className={classNames('absolute text-center inline-block p-1 rounded-md shadow-zinc-900 shadow-2xl',
+              'hover:bg-opacity-60 hover:bg-black hover:text-white',
+              'bg-opacity-80 bg-slate-300 text-slate-500'
+            )}
             style={{
               fontSize: `${3.4 * zoomLevel}vmin`,
               width,
               top: Math.floor(w.boundingBox.y0 * zoomLevel) + height,
               left: Math.floor(w.boundingBox.x0 * zoomLevel)
-            }}>
+            }}
+            onDoubleClick={() => setWordToEdit({ word: w, areaId: hoverArea.id })}>
             {w.fullText}
           </span>
         })
@@ -274,6 +306,56 @@ const DocumentRenderer = () => {
     </div>
   }
 
+  const renderEditWord = () => {
+    if (!wordToEdit) return <></>
+
+    const { word, areaId } = wordToEdit
+    const width = Math.floor((word.boundingBox.x1 - word.boundingBox.x0) * zoomLevel) + 2
+    const height = Math.floor(((word.boundingBox.y1 - word.boundingBox.y0) * zoomLevel) * 2) + 4
+    return <div
+      dir={word.direction === 'RIGHT_TO_LEFT' ? 'rtl' : 'ltr'}
+      className={classNames('absolute inline-block p-1 rounded-md',
+        'bg-opacity-60 bg-black text-white',
+      )}
+      style={{
+        width,
+        height,
+        top: Math.floor(word.boundingBox.y0 * zoomLevel) + (height / 2),
+        left: Math.floor(word.boundingBox.x0 * zoomLevel)
+      }}
+      onBlur={() => setWordToEdit(undefined)}
+    >
+      <div
+        className={classNames('text-center align-middle block p-1 rounded-md shadow-zinc-900 shadow-2xl',
+          'bg-opacity-60 bg-black text-white',
+        )}
+        style={{
+          fontSize: `${3.4 * zoomLevel}vmin`,
+          height: height / 2,
+        }}>
+        {word.fullText}
+      </div>
+
+      <input
+        type='text'
+        className='inline-block text-slate-900 p-0 m-0 w-full'
+        autoFocus
+        width={width}
+        ref={editWordInput}
+        placeholder={word.fullText}
+        defaultValue={word.fullText}
+        style={{
+          fontSize: `${3.4 * zoomLevel}vmin`,
+          height: height / 2,
+        }}
+        onFocus={(e) => e.currentTarget.select()}
+        onBlur={(e) => handleWordCorrectionSubmit(word.id, e.currentTarget.value)}
+        onKeyDown={(e) => onEnterHandler(e, () => handleWordCorrectionSubmit(word.id, e.currentTarget.value))}
+        />
+    </div>
+  }
+
+
   return <div className='relative'>
     <div className='flex justify-between align-top mb-2'>
       <div className='flex align-top'>
@@ -315,6 +397,7 @@ const DocumentRenderer = () => {
         onMouseMove={handleMouseMove}
       />
       {renderAreaPreview()}
+      {renderEditWord()}
     </div>
   </div >
 }
diff --git a/frontend/context/Project/makeDefaultProject.ts b/frontend/context/Project/makeDefaultProject.ts
index 8d9b7cc..6a48af3 100644
--- a/frontend/context/Project/makeDefaultProject.ts
+++ b/frontend/context/Project/makeDefaultProject.ts
@@ -30,6 +30,7 @@ const makeDefaultProject = (): ProjectContextType => ({
   requestChangeGroupOrder: (groupId: string, newOrder: number) => Promise.resolve(new ipc.Group()),
   getGroupById: (groupId) => undefined,
   requestSelectProjectByName: (projectName) => Promise.resolve(false),
+  requestUpdateProcessedWordById: (wordId, newTestValue) => Promise.resolve(false),
 })
 
 export default makeDefaultProject
diff --git a/frontend/context/Project/provider.tsx b/frontend/context/Project/provider.tsx
index fd6f972..5e6e84a 100644
--- a/frontend/context/Project/provider.tsx
+++ b/frontend/context/Project/provider.tsx
@@ -13,6 +13,7 @@ import {
   RequestChangeGroupOrder,
   RequestChangeSessionProjectByName,
   RequestDeleteDocumentAndChildren,
+  RequestUpdateProcessedWordById
 } from '../../wailsjs/wailsjs/go/ipc/Channel'
 import { ipc } from '../../wailsjs/wailsjs/go/models'
 import { AddAreaProps, AreaProps, ProjectContextType, ProjectProps, UpdateDocumentRequest, UserProps } from './types'
@@ -35,7 +36,6 @@ export function ProjectProvider({ children, projectProps }: Props) {
 
   const updateDocuments = async () => {
     GetDocuments().then(response => {
-      console.log(response)
       setDocuments(response.documents)
       setGroups(response.groups)
       Promise.resolve(response)
@@ -184,6 +184,13 @@ export function ProjectProvider({ children, projectProps }: Props) {
     return successfulResponse
   }
 
+  const requestUpdateProcessedWordById = async (wordId: string, newTextValue: string) => {
+    const successfulResponse = await RequestUpdateProcessedWordById(wordId, newTextValue)
+    // if (successfulResponse) await updateDocuments()
+    return successfulResponse
+  }
+
+
   useEffect(() => {
     if (!documents.length && !groups.length) updateDocuments()
   }, [documents.length, groups.length])
@@ -224,6 +231,7 @@ export function ProjectProvider({ children, projectProps }: Props) {
     requestChangeGroupOrder,
     getGroupById,
     requestSelectProjectByName,
+    requestUpdateProcessedWordById,
   }
 
   return <ProjectContext.Provider value={value}>
diff --git a/frontend/context/Project/types.ts b/frontend/context/Project/types.ts
index 194e45c..115c70b 100644
--- a/frontend/context/Project/types.ts
+++ b/frontend/context/Project/types.ts
@@ -62,4 +62,5 @@ export type ProjectContextType = {
   requestChangeGroupOrder: (groupId: string, newOrder: number) => Promise<ipc.Group>
   getGroupById: (groupId: string) => ipc.Group | undefined
   requestSelectProjectByName: (projectName: string) => Promise<boolean>
+  requestUpdateProcessedWordById: (wordId: string, newTextValue: string) => Promise<boolean>
 } & ProjectProps
\ No newline at end of file
diff --git a/frontend/wailsjs/wailsjs/go/ipc/Channel.d.ts b/frontend/wailsjs/wailsjs/go/ipc/Channel.d.ts
index 72c5042..9a00487 100755
--- a/frontend/wailsjs/wailsjs/go/ipc/Channel.d.ts
+++ b/frontend/wailsjs/wailsjs/go/ipc/Channel.d.ts
@@ -59,3 +59,5 @@ export function RequestUpdateCurrentUser(arg1:ipc.User):Promise<ipc.User>;
 export function RequestUpdateDocument(arg1:ipc.Document):Promise<ipc.Document>;
 
 export function RequestUpdateDocumentUserMarkdown(arg1:string,arg2:string):Promise<ipc.UserMarkdown>;
+
+export function RequestUpdateProcessedWordById(arg1:string,arg2:string):Promise<boolean>;
diff --git a/frontend/wailsjs/wailsjs/go/ipc/Channel.js b/frontend/wailsjs/wailsjs/go/ipc/Channel.js
index b9ee10c..af6b702 100755
--- a/frontend/wailsjs/wailsjs/go/ipc/Channel.js
+++ b/frontend/wailsjs/wailsjs/go/ipc/Channel.js
@@ -117,3 +117,7 @@ export function RequestUpdateDocument(arg1) {
 export function RequestUpdateDocumentUserMarkdown(arg1, arg2) {
   return window['go']['ipc']['Channel']['RequestUpdateDocumentUserMarkdown'](arg1, arg2);
 }
+
+export function RequestUpdateProcessedWordById(arg1, arg2) {
+  return window['go']['ipc']['Channel']['RequestUpdateProcessedWordById'](arg1, arg2);
+}
diff --git a/frontend/wailsjs/wailsjs/go/models.ts b/frontend/wailsjs/wailsjs/go/models.ts
index fdf2610..ec72d83 100755
--- a/frontend/wailsjs/wailsjs/go/models.ts
+++ b/frontend/wailsjs/wailsjs/go/models.ts
@@ -269,6 +269,7 @@ export namespace ipc {
 		}
 	}
 	export class ProcessedWord {
+	    id: string;
 	    fullText: string;
 	    symbols: ProcessedSymbol[];
 	    confidence: number;
@@ -281,6 +282,7 @@ export namespace ipc {
 	
 	    constructor(source: any = {}) {
 	        if ('string' === typeof source) source = JSON.parse(source);
+	        this.id = source["id"];
 	        this.fullText = source["fullText"];
 	        this.symbols = this.convertValues(source["symbols"], ProcessedSymbol);
 	        this.confidence = source["confidence"];
diff --git a/ipc/Documents.go b/ipc/Documents.go
index e881ff1..8c2489c 100644
--- a/ipc/Documents.go
+++ b/ipc/Documents.go
@@ -536,6 +536,7 @@ func (c *Channel) RequestSaveProcessedTextCollection() bool {
 				}
 
 				wordsOfLineToWrite = append(wordsOfLineToWrite, storageEntity.ProcessedWord{
+					Id:          w.Id,
 					FullText:    w.FullText,
 					Confidence:  w.Confidence,
 					Direction:   w.Direction,
diff --git a/ipc/JsonEntities.go b/ipc/JsonEntities.go
index 2738cc1..56a7d48 100644
--- a/ipc/JsonEntities.go
+++ b/ipc/JsonEntities.go
@@ -54,6 +54,7 @@ type ProcessedSymbol struct {
 }
 
 type ProcessedWord struct {
+	Id          string               `json:"id"`
 	FullText    string               `json:"fullText"`
 	Symbols     []ProcessedSymbol    `json:"symbols"`
 	Confidence  float32              `json:"confidence"`
diff --git a/ipc/ProcessedDocument.go b/ipc/ProcessedDocument.go
index d506af3..220885e 100644
--- a/ipc/ProcessedDocument.go
+++ b/ipc/ProcessedDocument.go
@@ -3,6 +3,8 @@ package ipc
 import (
 	"sort"
 	document "textualize/core/Document"
+
+	"github.com/google/uuid"
 )
 
 func serializeBoundingBox(bbox document.ProcessedBoundingBox) ProcessedBoundingBox {
@@ -30,6 +32,7 @@ func serialzeWord(word document.ProcessedWord) ProcessedWord {
 	}
 
 	return ProcessedWord{
+		Id:          word.Id,
 		FullText:    word.FullText,
 		Symbols:     symbols,
 		Confidence:  word.Confidence,
@@ -106,8 +109,15 @@ func deserialzeWord(word ProcessedWord) document.ProcessedWord {
 	for _, symbol := range word.Symbols {
 		symbols = append(symbols, deserializeSymbol(symbol))
 	}
+	var wordId string
+	if word.Id == "" {
+		wordId = uuid.NewString()
+	} else {
+		wordId = word.Id
+	}
 
 	return document.ProcessedWord{
+		Id:          wordId,
 		FullText:    word.FullText,
 		Symbols:     symbols,
 		Confidence:  word.Confidence,
@@ -169,3 +179,52 @@ func (c *Channel) RequestAddProcessedArea(processedArea ProcessedArea) Processed
 
 	return processedArea
 }
+
+func (c *Channel) RequestUpdateProcessedWordById(wordId string, newTextValue string) bool {
+	areas := document.GetProcessedAreaCollection().Areas
+
+	var areaOfWordIndex int = -1
+	var lineOfWordIndex int = -1
+	var foundWordIndex int = -1
+	for areaIndex, area := range areas {
+
+		for lineIndex, line := range area.Lines {
+
+			for wordIndex, word := range line.Words {
+				if word.Id == wordId {
+					areaOfWordIndex = areaIndex
+					lineOfWordIndex = lineIndex
+					foundWordIndex = wordIndex
+					break
+				}
+			}
+
+			if foundWordIndex >= 0 {
+				break
+			}
+		}
+
+		if foundWordIndex >= 0 {
+			break
+		}
+	}
+
+	if areaOfWordIndex < 0 || lineOfWordIndex < 0 || foundWordIndex < 0 {
+		return false
+	}
+
+	wordProps := areas[areaOfWordIndex].Lines[lineOfWordIndex].Words[foundWordIndex]
+	areas[areaOfWordIndex].Lines[lineOfWordIndex].Words[foundWordIndex] = document.ProcessedWord{
+		Id:          wordProps.Id,
+		Direction:   wordProps.Direction,
+		FullText:    newTextValue,
+		BoundingBox: wordProps.BoundingBox,
+	}
+
+	if areas[areaOfWordIndex].Lines[lineOfWordIndex].Words[foundWordIndex].FullText == newTextValue {
+		successfulSave := c.RequestSaveDocumentCollection()
+		return successfulSave
+	} else {
+		return false
+	}
+}
diff --git a/storage/Entities/ProcessedText.go b/storage/Entities/ProcessedText.go
index caf95da..24ffb1f 100644
--- a/storage/Entities/ProcessedText.go
+++ b/storage/Entities/ProcessedText.go
@@ -14,6 +14,7 @@ type ProcessedSymbol struct {
 }
 
 type ProcessedWord struct {
+	Id          string               `json:"id"`
 	FullText    string               `json:"fullText"`
 	Symbols     []ProcessedSymbol    `json:"symbols"`
 	Confidence  float32              `json:"confidence"`