Ensemble is an orchestration layer that sits above the AI models. It's vendor-neutral: it always picks the genuine best, because it doesn't sell its own model.
You give Ensemble one request. It breaks it into typed sub-tasks — e.g. 'a deck with charts and images' becomes write-narrative, make-charts, generate-images, assemble.
Each sub-task goes to the model that's best at it: code and writing to Claude, images to ChatGPT, reasoning and charts to Gemini, video to Veo, live facts to Grok.
For high-stakes sub-tasks, several models run the same job and the strongest answer is synthesized — higher quality than any single model.
The pieces are combined into one finished deliverable — a PDF, slide deck or Word document — with everything in place.
Ensemble knows the best model for each part of your task and chains specialists — architecture → code → testing for engineering, script → Veo for video, plus writing, images, reasoning and live facts. You stop guessing which tool wins this month.
It doesn't hand you four answers to stitch together. It assembles text and generated images into one complete PDF, slide deck or Word document, ready to use.
For high-stakes work, several models tackle the same task and the strongest answer is synthesized — producing output that beats any single model on its own.
One place to train and set up all your AI — your prompts, context and preferences live in a single spot and apply across every model. With separate tools you’d set up and re-train each one individually.
Start a free trial and watch one prompt become a finished deliverable.
Start free trial