AI features & integrations.

What you get

• RAG pipelines over your documents, with embeddings and vector search
• LLM features for generation, summaries and chat
• Real-time ML models served from your backend
• Guardrails, escalation paths and handoff to a person
• Reliable parsing for PDFs, Word files, slides and text

Right for you if

• Your AI feature makes things up and users have noticed
• You want an assistant that only answers from your own content
• You handle sensitive data and need AI that knows its limits

Tools we usually reach for

• Python
• FastAPI
• PyTorch
• Groq
• Cohere
• MongoDB