diff --git a/docs/ar/enterprise/guides/capture_telemetry_logs.mdx b/docs/ar/enterprise/guides/capture_telemetry_logs.mdx
index 1740c7c08..02bba819f 100644
--- a/docs/ar/enterprise/guides/capture_telemetry_logs.mdx
+++ b/docs/ar/enterprise/guides/capture_telemetry_logs.mdx
@@ -24,15 +24,39 @@ mode: "wide"
1. في CrewAI AMP، انتقل إلى **Settings** > **OpenTelemetry Collectors**.
2. انقر على **Add Collector**.
-3. اختر نوع التكامل — **OpenTelemetry Traces** أو **OpenTelemetry Logs**.
-4. هيّئ الاتصال:
- - **Endpoint** — نقطة نهاية OTLP لمجمّعك (مثل `https://otel-collector.example.com:4317`).
- - **Service Name** — اسم لتعريف هذه الخدمة في منصة المراقبة.
- - **Custom Headers** *(اختياري)* — أضف رؤوس المصادقة أو التوجيه كأزواج مفتاح-قيمة.
- - **Certificate** *(اختياري)* — قدم شهادة TLS إذا كان مجمّعك يتطلبها.
-5. انقر على **Save**.
+3. اختر تكاملاً:
+ - **OpenTelemetry Traces** و**OpenTelemetry Logs** — صدّر إلى أي مجمّع أو واجهة خلفية متوافقة مع OTLP.
+ - **Datadog** — أرسل التتبعات مباشرة إلى استقبال OTLP الخاص بـ Datadog، دون الحاجة إلى مجمّع منفصل أو Datadog Agent.
+4. هيّئ الاتصال. تعتمد الحقول على التكامل الذي اخترته:
-
+
+
+ إن **OpenTelemetry Traces** و**OpenTelemetry Logs** تكاملان منفصلان يتشاركان نفس الحقول — اختر التكامل المطابق للإشارة التي تريد تصديرها.
+
+ - **Endpoint** — نقطة نهاية OTLP لمجمّعك (مثل `https://otel-collector.example.com:4317`).
+ - **Service Name** — اسم لتعريف هذه الخدمة في منصة المراقبة.
+ - **Custom Headers** *(اختياري)* — أضف رؤوس المصادقة أو التوجيه كأزواج مفتاح-قيمة.
+ - **Certificate** *(اختياري)* — قدم شهادة TLS إذا كان مجمّعك يتطلبها.
+
+ 
+
+
+ - **Datadog Site Domain** — مضيف OTLP لموقع Datadog الخاص بك فقط، دون بروتوكول أو مسار. يقوم CrewAI ببناء نقطة نهاية HTTPS OTLP الكاملة نيابةً عنك. استخدم المضيف المطابق لـ [موقع Datadog](https://docs.datadoghq.com/getting_started/site/) الخاص بك:
+ - `otlp.datadoghq.com` (US1)
+ - `otlp.us3.datadoghq.com` (US3)
+ - `otlp.us5.datadoghq.com` (US5)
+ - `otlp.datadoghq.eu` (EU1)
+ - `otlp.ap1.datadoghq.com` (AP1)
+ - **API Key** — مفتاح واجهة برمجة تطبيقات Datadog الخاص بك. راجع [كيفية إنشاء واحد](https://docs.datadoghq.com/account_management/api-app-keys/#api-keys).
+
+ يصدّر تكامل Datadog **التتبعات**.
+
+ 
+
+
+
+5. *(اختياري)* انقر على **Test Connection** للتحقق من قدرة CrewAI على الوصول إلى نقطة النهاية باستخدام بيانات الاعتماد التي قدمتها.
+6. انقر على **Save**.
يمكنك إضافة مجمّعات متعددة — على سبيل المثال، واحد للتتبعات وآخر للسجلات، أو الإرسال إلى واجهات خلفية مختلفة لأغراض مختلفة.
diff --git a/docs/en/enterprise/guides/capture_telemetry_logs.mdx b/docs/en/enterprise/guides/capture_telemetry_logs.mdx
index c9288c942..3894afc5c 100644
--- a/docs/en/enterprise/guides/capture_telemetry_logs.mdx
+++ b/docs/en/enterprise/guides/capture_telemetry_logs.mdx
@@ -24,15 +24,39 @@ Telemetry data follows the [OpenTelemetry GenAI semantic conventions](https://op
1. In CrewAI AMP, go to **Settings** > **OpenTelemetry Collectors**.
2. Click **Add Collector**.
-3. Select an integration type — **OpenTelemetry Traces** or **OpenTelemetry Logs**.
-4. Configure the connection:
- - **Endpoint** — Your collector's OTLP endpoint (e.g., `https://otel-collector.example.com:4317`).
- - **Service Name** — A name to identify this service in your observability platform.
- - **Custom Headers** *(optional)* — Add authentication or routing headers as key-value pairs.
- - **Certificate** *(optional)* — Provide a TLS certificate if your collector requires one.
-5. Click **Save**.
+3. Select an integration:
+ - **OpenTelemetry Traces** and **OpenTelemetry Logs** — export to any OTLP-compatible collector or backend.
+ - **Datadog** — send traces straight to Datadog's OTLP intake, no separate collector or Datadog Agent required.
+4. Configure the connection. The fields depend on the integration you selected:
-
+
+
+ **OpenTelemetry Traces** and **OpenTelemetry Logs** are separate integrations that share the same fields — pick the one matching the signal you want to export.
+
+ - **Endpoint** — Your collector's OTLP endpoint (e.g., `https://otel-collector.example.com:4317`).
+ - **Service Name** — A name to identify this service in your observability platform.
+ - **Custom Headers** *(optional)* — Add authentication or routing headers as key-value pairs.
+ - **Certificate** *(optional)* — Provide a TLS certificate if your collector requires one.
+
+ 
+
+
+ - **Datadog Site Domain** — Your Datadog site's OTLP host only, with no protocol or path. CrewAI builds the full HTTPS OTLP endpoint for you. Use the host that matches your [Datadog site](https://docs.datadoghq.com/getting_started/site/):
+ - `otlp.datadoghq.com` (US1)
+ - `otlp.us3.datadoghq.com` (US3)
+ - `otlp.us5.datadoghq.com` (US5)
+ - `otlp.datadoghq.eu` (EU1)
+ - `otlp.ap1.datadoghq.com` (AP1)
+ - **API Key** — Your Datadog API key. See [how to create one](https://docs.datadoghq.com/account_management/api-app-keys/#api-keys).
+
+ The Datadog integration exports **traces**.
+
+ 
+
+
+
+5. *(optional)* Click **Test Connection** to verify CrewAI can reach the endpoint with the credentials you provided.
+6. Click **Save**.
You can add multiple collectors — for example, one for traces and another for logs, or send to different backends for different purposes.
diff --git a/docs/images/crewai-otel-collector-datadog.png b/docs/images/crewai-otel-collector-datadog.png
new file mode 100644
index 000000000..a65f3082c
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diff --git a/docs/images/crewai-otel-collector-opentelemetry.png b/docs/images/crewai-otel-collector-opentelemetry.png
new file mode 100644
index 000000000..bf3eb3ed2
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diff --git a/docs/ko/enterprise/guides/capture_telemetry_logs.mdx b/docs/ko/enterprise/guides/capture_telemetry_logs.mdx
index 459d7b2c5..5affe8811 100644
--- a/docs/ko/enterprise/guides/capture_telemetry_logs.mdx
+++ b/docs/ko/enterprise/guides/capture_telemetry_logs.mdx
@@ -24,15 +24,39 @@ CrewAI AMP는 배포에서 OpenTelemetry **트레이스**와 **로그**를 자
1. CrewAI AMP에서 **Settings** > **OpenTelemetry Collectors**로 이동합니다.
2. **Add Collector**를 클릭합니다.
-3. 통합 유형을 선택합니다 — **OpenTelemetry Traces** 또는 **OpenTelemetry Logs**.
-4. 연결을 구성합니다:
- - **Endpoint** — 수집기의 OTLP 엔드포인트 (예: `https://otel-collector.example.com:4317`).
- - **Service Name** — 관측 가능성 플랫폼에서 이 서비스를 식별하기 위한 이름.
- - **Custom Headers** *(선택 사항)* — 인증 또는 라우팅 헤더를 키-값 쌍으로 추가합니다.
- - **Certificate** *(선택 사항)* — 수집기에서 TLS 인증서가 필요한 경우 제공합니다.
-5. **Save**를 클릭합니다.
+3. 통합을 선택합니다:
+ - **OpenTelemetry Traces** 및 **OpenTelemetry Logs** — OTLP 호환 수집기 또는 백엔드로 내보냅니다.
+ - **Datadog** — 별도의 수집기나 Datadog Agent 없이 트레이스를 Datadog의 OTLP 인테이크로 직접 전송합니다.
+4. 연결을 구성합니다. 필드는 선택한 통합에 따라 달라집니다:
-
+
+
+ **OpenTelemetry Traces**와 **OpenTelemetry Logs**는 동일한 필드를 공유하는 별개의 통합입니다 — 내보내려는 신호에 맞는 것을 선택하세요.
+
+ - **Endpoint** — 수집기의 OTLP 엔드포인트 (예: `https://otel-collector.example.com:4317`).
+ - **Service Name** — 관측 가능성 플랫폼에서 이 서비스를 식별하기 위한 이름.
+ - **Custom Headers** *(선택 사항)* — 인증 또는 라우팅 헤더를 키-값 쌍으로 추가합니다.
+ - **Certificate** *(선택 사항)* — 수집기에서 TLS 인증서가 필요한 경우 제공합니다.
+
+ 
+
+
+ - **Datadog Site Domain** — Datadog 사이트의 OTLP 호스트만 입력합니다 (프로토콜이나 경로 제외). CrewAI가 전체 HTTPS OTLP 엔드포인트를 자동으로 구성합니다. [Datadog 사이트](https://docs.datadoghq.com/getting_started/site/)에 맞는 호스트를 사용하세요:
+ - `otlp.datadoghq.com` (US1)
+ - `otlp.us3.datadoghq.com` (US3)
+ - `otlp.us5.datadoghq.com` (US5)
+ - `otlp.datadoghq.eu` (EU1)
+ - `otlp.ap1.datadoghq.com` (AP1)
+ - **API Key** — Datadog API 키입니다. [키 생성 방법](https://docs.datadoghq.com/account_management/api-app-keys/#api-keys)을 참고하세요.
+
+ Datadog 통합은 **트레이스**를 내보냅니다.
+
+ 
+
+
+
+5. *(선택 사항)* **Test Connection**을 클릭하여 제공한 자격 증명으로 CrewAI가 엔드포인트에 연결할 수 있는지 확인합니다.
+6. **Save**를 클릭합니다.
여러 수집기를 추가할 수 있습니다 — 예를 들어, 트레이스용 하나와 로그용 하나를 추가하거나, 다른 목적을 위해 다른 백엔드로 전송할 수 있습니다.
diff --git a/docs/pt-BR/enterprise/guides/capture_telemetry_logs.mdx b/docs/pt-BR/enterprise/guides/capture_telemetry_logs.mdx
index 5efa60f46..c646832e5 100644
--- a/docs/pt-BR/enterprise/guides/capture_telemetry_logs.mdx
+++ b/docs/pt-BR/enterprise/guides/capture_telemetry_logs.mdx
@@ -24,15 +24,39 @@ Os dados de telemetria seguem as [convenções semânticas GenAI do OpenTelemetr
1. No CrewAI AMP, vá para **Settings** > **OpenTelemetry Collectors**.
2. Clique em **Add Collector**.
-3. Selecione um tipo de integração — **OpenTelemetry Traces** ou **OpenTelemetry Logs**.
-4. Configure a conexão:
- - **Endpoint** — O endpoint OTLP do seu coletor (por exemplo, `https://otel-collector.example.com:4317`).
- - **Service Name** — Um nome para identificar este serviço na sua plataforma de observabilidade.
- - **Custom Headers** *(opcional)* — Adicione headers de autenticação ou roteamento como pares chave-valor.
- - **Certificate** *(opcional)* — Forneça um certificado TLS se o seu coletor exigir um.
-5. Clique em **Save**.
+3. Selecione uma integração:
+ - **OpenTelemetry Traces** e **OpenTelemetry Logs** — exporte para qualquer coletor ou backend compatível com OTLP.
+ - **Datadog** — envie traces diretamente para a ingestão OTLP do Datadog, sem precisar de um coletor separado ou do Datadog Agent.
+4. Configure a conexão. Os campos dependem da integração selecionada:
-
+
+
+ **OpenTelemetry Traces** e **OpenTelemetry Logs** são integrações separadas que compartilham os mesmos campos — escolha a que corresponde ao sinal que você quer exportar.
+
+ - **Endpoint** — O endpoint OTLP do seu coletor (por exemplo, `https://otel-collector.example.com:4317`).
+ - **Service Name** — Um nome para identificar este serviço na sua plataforma de observabilidade.
+ - **Custom Headers** *(opcional)* — Adicione headers de autenticação ou roteamento como pares chave-valor.
+ - **Certificate** *(opcional)* — Forneça um certificado TLS se o seu coletor exigir um.
+
+ 
+
+
+ - **Datadog Site Domain** — Apenas o host OTLP do seu site Datadog, sem protocolo ou caminho. O CrewAI monta o endpoint HTTPS OTLP completo para você. Use o host correspondente ao seu [site Datadog](https://docs.datadoghq.com/getting_started/site/):
+ - `otlp.datadoghq.com` (US1)
+ - `otlp.us3.datadoghq.com` (US3)
+ - `otlp.us5.datadoghq.com` (US5)
+ - `otlp.datadoghq.eu` (EU1)
+ - `otlp.ap1.datadoghq.com` (AP1)
+ - **API Key** — Sua chave de API do Datadog. Veja [como criar uma](https://docs.datadoghq.com/account_management/api-app-keys/#api-keys).
+
+ A integração com o Datadog exporta **traces**.
+
+ 
+
+
+
+5. *(opcional)* Clique em **Test Connection** para verificar se o CrewAI consegue acessar o endpoint com as credenciais fornecidas.
+6. Clique em **Save**.
Você pode adicionar múltiplos coletores — por exemplo, um para traces e outro para logs, ou enviar para diferentes backends para diferentes propósitos.