Domain knowledge
Relevant terminology, approved sources and the context behind a task.
Quiet Staff Labs / Introducing Core
Quiet Staff Core.
Intelligence with depth.
Our idea for a family of specialist AI models focused on the language, knowledge and workflows of an industry or business function.
Quiet Staff LabsCore / Inside Labs
Start with your domain
Industry knowledge.
Business workflow context.
Domain accuracyWorkflow fitHuman review
Evaluate on real business tasks.
Research taking shape inside Labs.
01Intelligence with domain focus
Know the domain.
Understand the work.
Labs plans to investigate whether specialist models can help with a defined business workflow. We first need to choose a domain, understand its tasks and identify suitable data and evaluation methods.
This research could inform One’s vertical AI agents: models provide intelligence; agents combine it with tools, workflow rules and human oversight.
Workflow understanding
The required output, business rules and decisions that need human review.
Evidence-led evaluation
Test accuracy, uncertainty and practical usefulness on representative tasks.
Where we are today
Taking shape.
Inside Labs.
Core is at the incubation stage. We have not begun domain research, selected a model, prepared a training dataset or run model training. There are no benchmark results or deployed Core models. Raj leads the proposed work as founder and product developer.
Our proposed first step is to define one workflow and a baseline, then investigate whether model adaptation or training improves the result. Model choice, data rights and compute needs will follow that work.