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Discuss a private AI project.

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

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Project context

Send the boundary, not confidential material.

Bring the ambition, not the confidential files. Tell us what you want the system to do and what must stay yours; we'll help turn that boundary into working infrastructure.

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Confidentiality warning

Please do not include confidential files, source code, customer records, patent drafts, legally privileged material, or trade secrets in this first-contact form.

Contact

Use case

Deployment target

Deployment target *

Sensitivity and support

Support preference

Message

Do not include confidential files, records, source code, or privileged material in this message.

What happens next

Define target, data, and boundary

We clarify the model objective, data category, deployment boundary, and review requirements before discussing sensitive material.

Confirm model path and deliverables

We map the runtime, model task, LoRA or fused-model path, evaluation needs, support model, and environment.

Start FDE collaboration

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