Systems

Custom AI systems

For problems that don't fit a template. We design, build, and ship the system — retrieval, document processing, voice, or a model trained for your task — on your infrastructure.
Where it fits

Scoped, private, production-bound.

Good for

Private RAG, document AI, voice and chat, custom models and pipelines.

First build

A working prototype of the core loop on your data.

Control

Evaluation tied to your metric; no data egress.

What it does

Outcomes in production.

Cited answers over your documents — no third-party egress

Voice and chat flows with clean human handoff

Custom models trained and served privately

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 on your infrastructure

Start a project
FAQ

Common questions.

What counts as a custom AI system?

Any system beyond a template — private retrieval with citations, document pipelines, voice intake, or a model trained for your task.

Where does our data go?

It stays with you. Retrieval, training, and inference run on infrastructure you control.

Contact

Have a workflow in mind?

Book a diagnostic call with a senior builder. Outline the workflow and the metric it should move.

What workflow should it move?What data and tools matter?Where does it need to run?