| LLM Providers | OpenAI GPT and other LLM providers for NLU, generation, embeddings |
| Messaging Channels | WhatsApp, Facebook Messenger, Slack, Microsoft Teams, Viber, Instagram, Unity |
| Third-Party Systems | External CRM, ticketing, and custom integrations via plugins |
| File Storage | S3-compatible storage for media assets and uploaded documents |
| Email Service | Transactional email for notifications |
| Lambda / Serverless | Custom serverless functions triggered by bot workflows |
| Sentiment Analysis | External sentiment scoring service |