Drupal AI, beyond the demo.
We build production AI features for Drupal sites — custom agents, RAG over your content, editorial assistants, and chatbots that ground in real data. Real integration, not a ChatGPT wrapper bolted to a CKEditor button.
What we build.
AI Module + AI Agents integration
Wire Drupal's AI Module ecosystem (AI Agents, AI Assistants, AI Search) into your editorial workflow — not just bolt it on.
RAG over your Drupal content
Custom retrieval-augmented generation pipelines using your Drupal content as the knowledge base. Vector DBs, embeddings, and evaluation loops included.
Editorial AI assistants
AI-powered alt text, meta descriptions, SEO suggestions, translation, and content classification — embedded directly in the Drupal admin UI.
Custom chatbots + agents
Production-grade chatbots that actually ground in your site data. We've shipped AI tours, government assistants, and lead-capture bots — not demos.
Multi-provider LLM orchestration
OpenAI, Anthropic, Gemini, local Ollama — we pick the right model per task and build fallbacks for when the primary fails.
AI content ops pipelines
Automated content drafting, editorial review queues, and human-in-the-loop workflows. Drupal moderates; AI drafts.
Most "AI consultancies" are OpenAI resellers. We ship real systems.
- Production AI chatbots live on real client sites (not just demos)
- Multi-model fallback strategies (no vendor lock-in)
- Conversation logging + analytics by default
- Honest about what AI shouldn't do — we'll talk you out of a bad idea
What AI feature should Drupal actually have?
Tell us what you're trying to accomplish. We'll give you a real answer — including "don't build it."
Let's talk