AI applications

AI Application Development

We don't just provide compute. We help you put AI to work: find the right use case, validate it on a small scale, then build, launch and maintain AI applications that actually get used.

AI Enterpriseknowledge base Q&AAI KebaoIntelligentdocument processing
Process

Delivery process

  1. 01

    Use-case assessment

    Map your business processes, find low-effort, quick-win use cases, and assess data readiness and feasibility.

  2. 02

    Proof of concept (POC)

    Validate on a small scale with real data. Confirm the results before you commit further.

  3. 03

    Build and launch

    Integrate with your systems and data, and set up permissions, auditing and deployment.

  4. 04

    Operate and improve

    Monitor results, update knowledge and models, and iterate based on feedback.

Architecture

Architecture

Compute, models, applications and security: four layers, one accountable team.

Application layerBusiness applications such as knowledge base Q&A, AI Kebao and document processing
Model layerOpen-source or commercial LLMs, deployed and scheduled by AI Inference Software
Compute layerAI Compute Appliances or GPU servers in a data center, deployed on-premises
Security layerAI Firewall: access control, content and data protection

Engagement and billing

Mostly project-based: we start with a use-case assessment and POC, then quote based on delivery scope. Annual support after launch is optional. Hardware (AI Compute Appliance) and software licenses are priced separately based on the actual configuration, subject to quotation.

FAQ

FAQ

We don't have a tech team. Can we still do this?

Yes. We can handle everything from assessment to operations. You only need to provide business requirements and data.

Will our data be sent outside?

Fully on-premises deployment is available. Models and data run in your own facility or in a HyperSource data center.

How soon will we see results?

A POC is usually measured in weeks, depending on the use case and how ready your data is.

Book a use-case assessment

A consultant will reply during business hours (China Standard Time) with site, configuration and pricing recommendations.

Or email us at leo@hs.com.cn

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