> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.resemble.ai/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.resemble.ai/_mcp/server.

# Run intelligence

POST https://app.resemble.ai/api/v2/intelligence
Content-Type: application/json

Analyze audio, image, or video for comprehensive insights. Optionally reference an existing detect to associate.

Reference: https://docs.resemble.ai/api-reference/intelligence/run-intelligence

## Authentication

- `Authorization` header (bearer token, required) — API key from https://app.resemble.ai/hub/api

## Request

### Body (application/json)

This endpoint expects an object.

- `media_token` (string, optional) — Token for uploaded media file (from secure upload)
- `url` (string, optional) — HTTPS URL to audio, image, or video file
- `detect_id` (string, optional) — UUID of an existing detect to associate
- `media_type` (enum, optional) — Explicit media type (auto-detected if not provided)
  - Allowed values: `audio`, `video`, `image`
- `callback_url` (string, optional) — URL that receives the final intelligence payload via HTTP POST. When present, the request runs asynchronously and returns 202 Accepted.

## Response

### 200

Intelligence analysis

- `success` (boolean, optional)
- `item` (IntelligencePostResponsesContentApplicationJsonSchemaItem, optional)

### 202

Intelligence accepted for asynchronous processing

- `success` (boolean, optional)
- `item` (IntelligencePostResponsesContentApplicationJsonSchemaItem, optional)

## Types

### IntelligencePostResponsesContentApplicationJsonSchemaItem

- `uuid` (string, optional)
- `created_at` (datetime, optional)
- `detect_uuid` (string, optional) — UUID of the associated detect object
- `media_type` (enum, optional) — Type of media analyzed
  - Allowed values: `audio`, `video`, `image`

## Examples

### Example 1

**Request**

```json
{}
```

**Response**

```json
{
  "success": true,
  "item": {
    "uuid": "string",
    "created_at": "2024-01-15T09:30:00Z",
    "detect_uuid": "string",
    "media_type": "audio",
    "description": {
      "speaker_info": "string",
      "language": "string",
      "dialect": "string",
      "emotion": "string",
      "speaking_style": "string",
      "context": "string",
      "message": "string",
      "abnormalities": "string",
      "transcription": "string",
      "translation": "string",
      "misinformation": "string",
      "fraud": {
        "type": "none",
        "confidence": 95,
        "reasoning": "string"
      },
      "liveness": {
        "assessment": "real_person",
        "confidence": 88,
        "indicators": "string"
      },
      "digitally_altered": {
        "detected": true,
        "confidence": 92,
        "alterations": "string"
      }
    }
  }
}
```

**SDK Code**

```python
import requests

url = "https://app.resemble.ai/api/v2/intelligence"

payload = {}
headers = {
    "Authorization": "Bearer <token>",
    "Content-Type": "application/json"
}

response = requests.post(url, json=payload, headers=headers)

print(response.json())
```

```javascript
const url = 'https://app.resemble.ai/api/v2/intelligence';
const options = {
  method: 'POST',
  headers: {Authorization: 'Bearer <token>', 'Content-Type': 'application/json'},
  body: '{}'
};

try {
  const response = await fetch(url, options);
  const data = await response.json();
  console.log(data);
} catch (error) {
  console.error(error);
}
```

```go
package main

import (
	"fmt"
	"strings"
	"net/http"
	"io"
)

func main() {

	url := "https://app.resemble.ai/api/v2/intelligence"

	payload := strings.NewReader("{}")

	req, _ := http.NewRequest("POST", url, payload)

	req.Header.Add("Authorization", "Bearer <token>")
	req.Header.Add("Content-Type", "application/json")

	res, _ := http.DefaultClient.Do(req)

	defer res.Body.Close()
	body, _ := io.ReadAll(res.Body)

	fmt.Println(res)
	fmt.Println(string(body))

}
```

```ruby
require 'uri'
require 'net/http'

url = URI("https://app.resemble.ai/api/v2/intelligence")

http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true

request = Net::HTTP::Post.new(url)
request["Authorization"] = 'Bearer <token>'
request["Content-Type"] = 'application/json'
request.body = "{}"

response = http.request(request)
puts response.read_body
```

```java
import com.mashape.unirest.http.HttpResponse;
import com.mashape.unirest.http.Unirest;

HttpResponse<String> response = Unirest.post("https://app.resemble.ai/api/v2/intelligence")
  .header("Authorization", "Bearer <token>")
  .header("Content-Type", "application/json")
  .body("{}")
  .asString();
```

```php
<?php
require_once('vendor/autoload.php');

$client = new \GuzzleHttp\Client();

$response = $client->request('POST', 'https://app.resemble.ai/api/v2/intelligence', [
  'body' => '{}',
  'headers' => [
    'Authorization' => 'Bearer <token>',
    'Content-Type' => 'application/json',
  ],
]);

echo $response->getBody();
```

```csharp
using RestSharp;

var client = new RestClient("https://app.resemble.ai/api/v2/intelligence");
var request = new RestRequest(Method.POST);
request.AddHeader("Authorization", "Bearer <token>");
request.AddHeader("Content-Type", "application/json");
request.AddParameter("application/json", "{}", ParameterType.RequestBody);
IRestResponse response = client.Execute(request);
```

```swift
import Foundation

let headers = [
  "Authorization": "Bearer <token>",
  "Content-Type": "application/json"
]
let parameters = [] as [String : Any]

let postData = JSONSerialization.data(withJSONObject: parameters, options: [])

let request = NSMutableURLRequest(url: NSURL(string: "https://app.resemble.ai/api/v2/intelligence")! as URL,
                                        cachePolicy: .useProtocolCachePolicy,
                                    timeoutInterval: 10.0)
request.httpMethod = "POST"
request.allHTTPHeaderFields = headers
request.httpBody = postData as Data

let session = URLSession.shared
let dataTask = session.dataTask(with: request as URLRequest, completionHandler: { (data, response, error) -> Void in
  if (error != nil) {
    print(error as Any)
  } else {
    let httpResponse = response as? HTTPURLResponse
    print(httpResponse)
  }
})

dataTask.resume()
```

### Example 2

**Request**

```json
{}
```

**Response**

```json
{
  "success": true,
  "item": {
    "uuid": "string",
    "created_at": "2024-01-15T09:30:00Z",
    "detect_uuid": "string",
    "media_type": "audio"
  }
}
```

**SDK Code**

```python
import requests

url = "https://app.resemble.ai/api/v2/intelligence"

payload = {}
headers = {
    "Authorization": "Bearer <token>",
    "Content-Type": "application/json"
}

response = requests.post(url, json=payload, headers=headers)

print(response.json())
```

```javascript
const url = 'https://app.resemble.ai/api/v2/intelligence';
const options = {
  method: 'POST',
  headers: {Authorization: 'Bearer <token>', 'Content-Type': 'application/json'},
  body: '{}'
};

try {
  const response = await fetch(url, options);
  const data = await response.json();
  console.log(data);
} catch (error) {
  console.error(error);
}
```

```go
package main

import (
	"fmt"
	"strings"
	"net/http"
	"io"
)

func main() {

	url := "https://app.resemble.ai/api/v2/intelligence"

	payload := strings.NewReader("{}")

	req, _ := http.NewRequest("POST", url, payload)

	req.Header.Add("Authorization", "Bearer <token>")
	req.Header.Add("Content-Type", "application/json")

	res, _ := http.DefaultClient.Do(req)

	defer res.Body.Close()
	body, _ := io.ReadAll(res.Body)

	fmt.Println(res)
	fmt.Println(string(body))

}
```

```ruby
require 'uri'
require 'net/http'

url = URI("https://app.resemble.ai/api/v2/intelligence")

http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true

request = Net::HTTP::Post.new(url)
request["Authorization"] = 'Bearer <token>'
request["Content-Type"] = 'application/json'
request.body = "{}"

response = http.request(request)
puts response.read_body
```

```java
import com.mashape.unirest.http.HttpResponse;
import com.mashape.unirest.http.Unirest;

HttpResponse<String> response = Unirest.post("https://app.resemble.ai/api/v2/intelligence")
  .header("Authorization", "Bearer <token>")
  .header("Content-Type", "application/json")
  .body("{}")
  .asString();
```

```php
<?php
require_once('vendor/autoload.php');

$client = new \GuzzleHttp\Client();

$response = $client->request('POST', 'https://app.resemble.ai/api/v2/intelligence', [
  'body' => '{}',
  'headers' => [
    'Authorization' => 'Bearer <token>',
    'Content-Type' => 'application/json',
  ],
]);

echo $response->getBody();
```

```csharp
using RestSharp;

var client = new RestClient("https://app.resemble.ai/api/v2/intelligence");
var request = new RestRequest(Method.POST);
request.AddHeader("Authorization", "Bearer <token>");
request.AddHeader("Content-Type", "application/json");
request.AddParameter("application/json", "{}", ParameterType.RequestBody);
IRestResponse response = client.Execute(request);
```

```swift
import Foundation

let headers = [
  "Authorization": "Bearer <token>",
  "Content-Type": "application/json"
]
let parameters = [] as [String : Any]

let postData = JSONSerialization.data(withJSONObject: parameters, options: [])

let request = NSMutableURLRequest(url: NSURL(string: "https://app.resemble.ai/api/v2/intelligence")! as URL,
                                        cachePolicy: .useProtocolCachePolicy,
                                    timeoutInterval: 10.0)
request.httpMethod = "POST"
request.allHTTPHeaderFields = headers
request.httpBody = postData as Data

let session = URLSession.shared
let dataTask = session.dataTask(with: request as URLRequest, completionHandler: { (data, response, error) -> Void in
  if (error != nil) {
    print(error as Any)
  } else {
    let httpResponse = response as? HTTPURLResponse
    print(httpResponse)
  }
})

dataTask.resume()
```