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PRIVATE AI INFRASTRUCTURE

Your business. Your AI infrastructure.

Plan models, data, applications and infrastructure together. Build enterprise knowledge systems and internal deployments with clear access boundaries and operational handover.

Model DeploymentKnowledge BasesOn-premisesArchitecture
Models & Private Deployment

BUILT FOR REAL WORK

Start with the work you do.

01

Internal enterprise knowledge

Organize documents, access boundaries, retrieval and internal question answering around your team.

02

Locally hosted models

Assess inference and fine-tuning options against hardware, model licensing, performance and use cases.

03

From pilot to deployment

Turn a demonstration into a deployable service with defined interfaces, configuration and operating procedures.

HOW WE WORK

A clear path to delivery.

01

Assess the environment

Review compute, networks, data, models and application requirements to establish a feasible scope.

02

Validate the full path

Prove a small model, retrieval or business workflow before expanding the system.

03

Deploy and hand over

Deliver configuration, services and operating guidance. Verify access, functionality and recovery.

DELIVERABLES

Deliver for what comes next.

Scope, timing and acceptance criteria are agreed before the project begins.

  • Architecture and resource recommendations
  • Agreed model and application services
  • Configuration, update and recovery documentation
  • Deployment checks and operational handover

QUESTIONS & ANSWERS

A few things to know.

Can we deploy without a GPU?

Some tasks can use CPUs or external model APIs. The approach depends on model size, speed and data requirements.

Do you support offline environments?

We first review models, components and dependencies to define the functions that can operate offline.

Can you integrate with existing systems?

We assess integration against the available APIs, databases, permissions and workflows.

LET’S BUILD SOMETHING

Your next step. Let’s start together.

Bring an idea, a requirement or an existing project. Scan the WeChat code and tell us what you want to achieve.

Contact on WeChatchengxunkeji999

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