01
Direct access is fine for early validation
For one model, one developer, and limited traffic, calling a provider directly is often the simplest path.
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Production AI Gateway
Why SeaLink
SeaLink gives Southeast Asia developers and enterprises a unified OpenAI-compatible AI gateway. Manage model access, API keys, usage records, billing, and team permissions from one workspace so AI calls are easier to ship, review, and operate.
Start with production needs
The real complexity starts after the first API call
02
Production use needs accountable records
Once teams ship AI features, they need to know which model served each request, who owns the key, and how cost was generated.
03
SeaLink gives teams one operating layer
Bring model access, API keys, usage records, billing, and support context into one workspace for engineering and business teams.
Core comparison
Going direct vs. using SeaLink
Going direct is usually simpler for one provider. A unified gateway becomes valuable when model choice, team collaboration, cost review, and procurement workflows start to overlap.
| Area | Going direct | SeaLink |
|---|---|---|
| API integration | Separate accounts, keys, endpoints, SDK defaults, and error formats must be maintained provider by provider. | Use one OpenAI-compatible API surface to access the supported model catalog with a consistent integration path. |
| Model testing | Model comparison often requires different request formats, dashboards, exports, and manual reconciliation. | Compare supported models by changing model IDs while keeping application integration logic stable. |
| Routing and availability | Teams must separately monitor provider status and maintain their own retry, fallback, and incident workflows. | Use model status, request IDs, and routing options as a clearer operating layer for production traffic. |
| Usage and cost | Usage and spend are spread across provider dashboards, payment methods, receipts, and internal spreadsheets. | Keep model rates, balance, token usage, request records, receipts, and billing records in one place. |
| Team control | Keys may be shared across projects or teammates without clear ownership, environment separation, or access review. | Create separate keys, manage workspace access, and keep usage visible to the teams responsible for it. |
| Procurement | Finance may need to reconcile multiple vendors, receipts, tax notes, renewals, and internal approval records. | Singapore-based billing records and enterprise support workflows make review easier for regional teams. |
SeaLink value
A more accountable path from integration to operations
Build
Integrate with a familiar API surface
Reduce provider-specific integration work while keeping your application code easier to review and maintain.
- OpenAI-compatible API surface
- One API key for the supported model catalog
- Quickstart, SDK, and tool integration docs
Operate
Make production traffic traceable
When AI calls affect customer workflows, teams need request-level context they can use for debugging and support.
- Model status and availability visibility
- Request IDs for support and debugging
- Routing options for controlled production use
Manage
Give cost and access clear ownership
Give engineering, finance, and operations the same source of truth for AI usage and billing review.
- Central balance and model-level rates
- Usage records and billing history
- Workspace access and separate API keys
Best fit for SeaLink
Teams building AI products, internal tools, agents, support automation, content systems, coding assistants, or multilingual workflows that need model choice, usage visibility, billing records, and team access control.
When you may not need SeaLink
If you only use one provider and already have stable contracts, quota, invoices, and support, going direct may be simpler. SeaLink is most useful for multi-model access, unified billing, and team-level operations.
What SeaLink is not
SeaLink is not a discount API proxy or a chatbot product. It is AI API infrastructure for developers and enterprise teams: compatible access, model catalog, usage records, billing, team workflows, and enterprise support.