Define target, data, and boundary
We clarify the model objective, data category, deployment boundary, and review requirements before discussing sensitive material.
Contact
Tell us what you are trying to build, what data or deployment constraints matter, and where the system needs to run.
Direct email: biz@random-walk.co.jp

Project context
Useful context includes the workflow, data category, current stack, deployment target, evaluation needs, support model, and timeline.

What happens next
We clarify the model objective, data category, deployment boundary, and review requirements before discussing sensitive material.
We map the runtime, model task, LoRA or fused-model path, evaluation needs, support model, and environment.
Good-fit projects move into FDE collaboration, training or deployment, then evaluation, runbooks, and engineering handoff.
Apple Silicon / on-device / On-prem GPU server / Private cloud / Customer VPC / Air-gapped environment / Edge devices