Systems
Custom AI systems
For problems that do not fit a template. We design and build the core system — retrieval, document processing, voice, or a model trained for your task.
Where it fits
Built around the work.
Good for
RAG, document AI, voice and chat, custom models, and data pipelines.
First build
A working prototype of the core loop on your data.
Control
Evaluation tied to your metric and deployment constraints.
What it does
What it can do.
Cited answers over your documents
Voice and chat flows with clean human handoff
Custom models trained for a specific task
Deliverables
What you get.
01
System design and data map
02
Working prototype of the core loop
03
Evaluation tied to an operational metric
04
Deployment and monitoring for your environment
FAQ
Common questions.
What counts as a custom AI system?
Any system beyond a template — retrieval with citations, document pipelines, voice intake, or a model trained for your task.
Where does our data go?
Deployment is designed around your security and hosting requirements. When needed, training and inference can stay inside your environment.