SERVICE SCOPE

AI Model and API Aggregation Services

Based on the model sources and usage scope selected by the client, ASWORK can build a unified API gateway, project credentials, usage metering, budget controls, model routing and failure handling. Clients may connect their own model accounts. ASWORK supplies model-call credits only when written upstream authorization and the applicable service scope have been confirmed.

SERVICE FACTS

How ASWORK delivers AI Model and API Aggregation Services

Based on the model sources and usage scope selected by the client, ASWORK can build a unified API gateway, project credentials, usage metering, budget controls, model routing and failure handling. Clients may connect their own model accounts. ASWORK supplies model-call credits only when written upstream authorization and the applicable service scope have been confirmed.

Before work starts, the parties confirm suitable scenarios, required client inputs, where AI is used, delivery stages, acceptance checkpoints and scope boundaries. The resulting scope is executable, testable and suitable for handover.

WHEN IT FITS

Suitable scenarios

  • Several business systems separately call different models and need a common interface and governance method.
  • Credentials, quotas, budgets and accessible models must be assigned by project, department or customer.
  • The organization needs to assess client-owned accounts or authorized call-credit services within defined authorization and compliance boundaries.

CLIENT INPUTS

Information needed before scope confirmation

  • Use cases, calling systems, expected volume, concurrency and budget-control requirements.
  • Target models, provider accounts, regions, licenses and data-processing conditions.
  • Permission and reconciliation relationships among projects, tenants, users and administrators.
  • Log retention, content safety, monitoring, availability and deployment requirements.

AI VALUE

Where AI can participate in this service

A unified access layer separates upstream differences and places model selection, project credentials, quotas, routing, logs and cost records in a configurable and traceable engineering workflow.

01

Route calls by task, cost, region or availability and retain agreed switch and degradation rules.

02

Meter requests or tokens by project and configure quotas, budgets, concurrency, rate limits and alerts.

03

Centralize credentials, permissions, logs, errors and reconciliation data to reduce fragmented integration differences.

DELIVERY PROCESS

From feasibility to handover

  1. 01

    Confirm model sources, business systems, authorization method, region and data boundaries.

  2. 02

    Design common interfaces, credentials, tenants, routing, metering and logging rules.

  3. 03

    Build the gateway, management functions and required provider adapters.

  4. 04

    Test compatibility, metering, permissions and failures with agreed models and samples.

  5. 05

    Hand over APIs, configuration, reconciliation records, operations guide and service boundaries.

ACCEPTANCE

Acceptance checkpoints

  • Agreed models can be called through the unified interface according to permissions, with recognizable states and errors.
  • Project credentials, quotas, rate limits, routing and logging rules pass defined test cases.
  • Usage and cost records can be queried or exported using the agreed metering basis.
  • Model switching, alerts and degradation behavior have test records under agreed conditions.

BOUNDARIES

Scope boundaries

  • Upstream accounts and API keys are not sold, lent or shared. Call-credit services require written authorization and a defined contract scope.
  • Model regions, content policies, prices, rate limits and service levels depend on upstream rules and can change.
  • Personal information, important data or cross-border transfer requires prior confirmation of the data path and applicable requirements.
  • Backup models can reduce some interruption impact but do not remove dependencies on upstream platforms, networks and client environments.
  • Pricing, metering, settlement, refunds, taxes and support hours follow the written agreement.

FAQ

Questions about this service

What problem does an AI model and API aggregation service solve?

It aligns different model or provider interfaces behind an agreed access layer and centralizes credentials, routing, usage, budgets, logs and alerts, reducing the need for each business system to maintain separate integrations.

Can the company use its own model accounts and API keys?

Yes. The client confirms that accounts, keys, quotas and data-use permissions are valid. Credentials can be scoped by project. Key hosting and encrypted storage requirements are confirmed before implementation.

Can ASWORK directly supply model-call credits?

Only after written authorization from the relevant upstream provider, confirmation of applicable regions and use cases, and contractual agreement on pricing, data, content-safety and service boundaries. Otherwise, client-owned accounts are connected.

How are usage and charges measured?

The system can record model, project, time, request count, token count or other agreed units and produce usage and cost records against a confirmed price version. Settlement, tax and upstream price-change rules are stated in the agreement.

Will a business system need redevelopment when the model changes?

A unified interface can reduce changes, but model parameters, context limits, output formats and capabilities are not identical. Compatibility checks, sample evaluation and regression tests are still required before switching.

Can aggregation guarantee that models are always available?

Health checks, backup models, retries, degradation and alerts can be designed, but availability still depends on upstream platforms, networks, regional policies and the client environment. Availability targets and handling procedures must be agreed for the project.

START WITH A TECHNICAL JUDGMENT

Not sure whether the project should use AI?

Describe the business problem, current workflow and available conditions. ASWORK can first judge the technical route and validation scope.

Start a project discussion