Enterprise solutions

Start with the work.Connect the right resources.

Model services, GPU environments and cloud infrastructure, assembled around a business task and a delivery scope your team can own.

Discuss a business requirement

01 / Explore a business scenario

Four ways to put AI and cloud to work

Choose a scenario to see the resource path, the handover and each team’s responsibilities.

Knowledge & business assistants

Make company information useful in day-to-day work, with source references, access boundaries and a defined route to human approval.

Company knowledgeDocuments / knowledge base
Retrieval & permissionsSource reference
Selected model
Answer / business actionHuman approval for actions
Reference architecture. Products, permissions and implementation scope are confirmed for each project.

What the project hands over

  • A defined document and interface scope
  • Access configuration and scenario validation
  • Integration and handover documentation
Your team
Provide approved documents, system access rules and representative tasks; approve business actions and acceptance results.
Corebyte
Plan model and cloud resources, configure the agreed retrieval or workflow connections, and document verification and handover.

AI short-form production

Arrange text, image, video and voice resources around the production process, with model versions and charging units specified before scaling.

  1. Script & storyboardKimi / Qwen / DeepSeek
  2. Character / reference imageSeedream / Qwen Image
  3. Video generationSeedance / Kling / Wan
  4. Voice & final editMiniMax voice
Reference architecture. Products, permissions and implementation scope are confirmed for each project.

What the project hands over

  • Task-to-model selection and sample criteria
  • Confirmed versions, access paths and usage units
  • Access notes and resource handover
Your team
Lead the creative direction, provide rights-cleared references, review output and complete editing and publication.
Corebyte
Supply the agreed model resources and access support; align expected generation volume, billing units and resource records.

Private AI & dedicated GPU

Run the chosen model within a clearly defined environment, with resource sizing, network access and operational ownership agreed together.

Customer-controlled environment
Business application
GPU model environmentModel / storage / GPU
Monitoring & handover
Reference architecture. Products, permissions and implementation scope are confirmed for each project.

What the project hands over

  • Resource, region and environment specification
  • Deployment configuration and validation records
  • Operating notes and responsibility handover
Your team
Confirm model and data rights, application requirements, network policies and the people who will operate the environment.
Corebyte
Assess GPU and deployment requirements, provision or configure the agreed environment, and verify the defined acceptance items.

Cloud expansion & migration

Bring a new workload or region online without losing sight of account ownership, service dependencies and how each resource is billed.

Existing application
Migration / connectivity

Target cloud region

  • Compute
  • Storage
  • Network & delivery
Usage & resource records
Reference architecture. Products, permissions and implementation scope are confirmed for each project.

What the project hands over

  • Account, region and resource inventory
  • Connectivity or migration scope and validation plan
  • Resource ownership and billing handover
Your team
Provide the current architecture, data classification and change window; approve the migration and business validation plan.
Corebyte
Coordinate product selection and resource procurement, plan agreed connectivity or migration work, and reconcile the handover records.

02 / API

The interface and the resourceare separate decisions.

Select how applications connect, then record which model and manufacturer service will fulfil the requirement. A common interface does not change the agreed resource identity.

See model procurement and access

Manufacturer-native account / API

Use the selected manufacturer’s account or original endpoint. Confirm account ownership, permissions, region and billing arrangement.

  • Native service identity
  • Account and region
  • Usage evidence

Corebyte unified model API

For projects that need a common interface, confirm supported models, routing rules, metering source and delivery boundary in the specific proposal.

  • Agreed model mapping
  • Routing boundary
  • Metering reconciliation

03 / Corebyte

A usable result includes the handover.

  1. Before implementation

    Resource identity, system scope, responsibilities and the acceptance method.

  2. During validation

    Check the agreed scenario, permissions, output and resource usage together.

  3. At handover

    Access and configuration notes, verification records and the agreed support scope.

Resources, implementation and operations are itemised separately.

Model usage, cloud or GPU resources, project work and any ongoing support have different charging bases. The proposal identifies each item rather than hiding them in a single undefined service fee.

Review procurement and delivery

Bring one clear task. We can work through the rest.

Discuss the solution
  • Business task and expected outcome
  • Existing systems and data boundary
  • Region, volume and budget range
  • Target date and support requirements