diff --git a/backend/ai-service/.gitignore b/backend/ai-service/.gitignore
new file mode 100644
index 0000000..bee8a64
--- /dev/null
+++ b/backend/ai-service/.gitignore
@@ -0,0 +1 @@
+__pycache__
diff --git a/backend/ai-service/__init__.py b/backend/ai-service/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/backend/ai-service/main.py b/backend/ai-service/main.py
new file mode 100644
index 0000000..08e56d0
--- /dev/null
+++ b/backend/ai-service/main.py
@@ -0,0 +1,32 @@
+from fastapi import FastAPI
+
+from .models.models import SearchData
+from .processing.processing import process
+
+app = FastAPI()
+
+
+@app.get("/")
+async def root():
+    return {"message": "Hello from Trustify AI service!"}
+
+
+@app.get("/health")
+async def check_health():
+    return {"message": "healthy"}
+
+
+@app.post("/search")
+async def search(payload: SearchData):
+    logging.info(payload)
+    result = process(payload)
+
+    if result == None:
+        return {"message": "ai-service-error"}
+
+    return {
+        "message": "Success",
+        "result": result.result,
+        "score": result.score,
+        "sources": result.sources,
+    }
diff --git a/backend/ai-service/models/__init__.py b/backend/ai-service/models/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/backend/ai-service/models/models.py b/backend/ai-service/models/models.py
new file mode 100644
index 0000000..f326c4e
--- /dev/null
+++ b/backend/ai-service/models/models.py
@@ -0,0 +1,19 @@
+from typing import List
+
+from pydantic import BaseModel
+
+
+class Source(BaseModel):
+    url: str
+
+
+class SearchData(BaseModel):
+    headline: str
+    content: str | None
+    url: str | None
+
+
+class SearchResponse(BaseModel):
+    result: str
+    score: int
+    sources: List[Source]
diff --git a/backend/ai-service/processing/__init__.py b/backend/ai-service/processing/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/backend/ai-service/processing/processing.py b/backend/ai-service/processing/processing.py
new file mode 100644
index 0000000..2b5911e
--- /dev/null
+++ b/backend/ai-service/processing/processing.py
@@ -0,0 +1,12 @@
+from ..models.models import SearchData, SearchResponse, Source
+
+
+def process(data: SearchData | None) -> SearchResponse | None:
+    if data == None:
+        return None
+
+    response = SearchResponse(
+        result="Fake", score=78, sources=[Source(url="http://example_source.com")]
+    )
+
+    return response
diff --git a/backend/api-service/api/handlers/handlers.go b/backend/api-service/api/handlers/handlers.go
index 6723d62..90bf6d8 100644
--- a/backend/api-service/api/handlers/handlers.go
+++ b/backend/api-service/api/handlers/handlers.go
@@ -24,9 +24,7 @@ func HandleSearch(ctx *gin.Context) {
 		})
 	}
 
-	ctx.JSON(http.StatusOK, gin.H{
-		"result": result,
-	})
+	ctx.JSON(http.StatusOK, *result)
 }
 
 func HealthCheck(ctx *gin.Context) {
diff --git a/backend/api-service/cmd/trustify/main.go b/backend/api-service/cmd/trustify/main.go
index 4a17ac7..bcbf7e9 100644
--- a/backend/api-service/cmd/trustify/main.go
+++ b/backend/api-service/cmd/trustify/main.go
@@ -14,7 +14,6 @@ import (
 )
 
 func main() {
-
 	apiServer := server.GetConfig()
 	routes.ServerRoutes(apiServer.Router)
 
@@ -39,5 +38,4 @@ func main() {
 
 	<-ctx.Done()
 	log.Println("Server down")
-
 }
diff --git a/backend/api-service/config/client/client.go b/backend/api-service/config/client/client.go
new file mode 100644
index 0000000..ddae683
--- /dev/null
+++ b/backend/api-service/config/client/client.go
@@ -0,0 +1,27 @@
+package client
+
+import (
+	"time"
+
+	fastshot "github.com/opus-domini/fast-shot"
+)
+
+type ClientConfig struct {
+	Client fastshot.ClientHttpMethods
+}
+
+var clientConfig *ClientConfig
+
+func GetClientConfig() *ClientConfig {
+	if clientConfig != nil {
+		return clientConfig
+	}
+
+	clientConfig = &ClientConfig{
+		Client: fastshot.NewClient("http://localhost:5000").
+			Header().Add("Content-Type", "application/json").
+			Config().SetTimeout(15 * time.Second).Build(),
+	}
+
+	return clientConfig
+}
diff --git a/backend/api-service/go.mod b/backend/api-service/go.mod
index 4d32670..c99e03b 100644
--- a/backend/api-service/go.mod
+++ b/backend/api-service/go.mod
@@ -20,6 +20,7 @@ require (
 	github.com/mattn/go-isatty v0.0.20 // indirect
 	github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
 	github.com/modern-go/reflect2 v1.0.2 // indirect
+	github.com/opus-domini/fast-shot v1.1.4 // indirect
 	github.com/pelletier/go-toml/v2 v2.2.3 // indirect
 	github.com/twitchyliquid64/golang-asm v0.15.1 // indirect
 	github.com/ugorji/go/codec v1.2.12 // indirect
diff --git a/backend/api-service/go.sum b/backend/api-service/go.sum
index b7eda8b..e456f0c 100644
--- a/backend/api-service/go.sum
+++ b/backend/api-service/go.sum
@@ -43,6 +43,8 @@ github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd h1:TRLaZ9cD/w
 github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd/go.mod h1:6dJC0mAP4ikYIbvyc7fijjWJddQyLn8Ig3JB5CqoB9Q=
 github.com/modern-go/reflect2 v1.0.2 h1:xBagoLtFs94CBntxluKeaWgTMpvLxC4ur3nMaC9Gz0M=
 github.com/modern-go/reflect2 v1.0.2/go.mod h1:yWuevngMOJpCy52FWWMvUC8ws7m/LJsjYzDa0/r8luk=
+github.com/opus-domini/fast-shot v1.1.4 h1:xWTO/4JEILjZM/rP6mwiWe/jZyE9+L1G9sC4BsoynAk=
+github.com/opus-domini/fast-shot v1.1.4/go.mod h1:BOr2JXHQJhOnYsxyCvFbgBP3BuYCjgh2YfzWKweEL0A=
 github.com/pelletier/go-toml/v2 v2.2.3 h1:YmeHyLY8mFWbdkNWwpr+qIL2bEqT0o95WSdkNHvL12M=
 github.com/pelletier/go-toml/v2 v2.2.3/go.mod h1:MfCQTFTvCcUyyvvwm1+G6H/jORL20Xlb6rzQu9GuUkc=
 github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM=
diff --git a/backend/api-service/internal/services/analysis.go b/backend/api-service/internal/services/analysis.go
index 0796691..be8b133 100644
--- a/backend/api-service/internal/services/analysis.go
+++ b/backend/api-service/internal/services/analysis.go
@@ -1,17 +1,31 @@
 package services
 
 import (
+	"fmt"
+
 	"github.com/MarcinZ20/Trustify/backend/api-service/api/models"
+	"github.com/MarcinZ20/Trustify/backend/api-service/config/client"
 )
 
-func PerformTextAnalysis(header string, content string, url string) (models.ResponseData, error) {
-	responseData := models.ResponseData{
-		Score:  78,
-		Resutl: "True",
-		Sources: []models.Source{
-			{Url: "http://example.com"}, {Url: "https://something.com"},
-		},
+func PerformTextAnalysis(header string, content string, url string) (*models.ResponseData, error) {
+	apiClient := client.GetClientConfig()
+
+	var respData models.ResponseData
+
+	payload := map[string]string{
+		"headline": header,
+		"content":  content,
+		"url":      url,
+	}
+
+	response, err := apiClient.Client.POST("/search").Body().AsJSON(payload).Send()
+	if err != nil {
+		return &respData, fmt.Errorf("bad request: %s", err)
+	}
+
+	if err := response.Body().AsJSON(&respData); err != nil {
+		return &respData, fmt.Errorf("parsing error: %s", err)
 	}
 
-	return responseData, nil
+	return &respData, nil
 }