Designed around your business
Aggregates leading large language models behind one unified API, with token usage monitoring and flexible billing — model calls, cost management and agent workflows working together in one place.
One entry point to every leading LLM
SOIN AWE is an enterprise LLM aggregation and agent engine: applications integrate once through a unified OpenAI-compatible API, while the platform aggregates leading models such as GPT, Claude, Gemini, DeepSeek and Qwen. Switching models is a one-line change — no business code rewrite.
Every call is metered and costed. Usage and spend reports are broken down by model, project and API key, so "how much did the models cost and where" is always one query away.
Core capabilities (planned)
Unified API gateway
OpenAI-compatible protocol, plug-and-play access to leading models; model switching and canary releases without touching business code.
Smart routing & failover
Dynamic routing by cost, latency and quality; automatic retry on an alternate provider within the same request when one fails.
Token usage monitoring
Requests, tokens and cost broken down by model, project and key, with real-time alerts on abnormal consumption.
Flexible billing & quotas
Per-key spend caps and budget alerts; project accounting, cost allocation and multi-tenant operation.
Security & audit
Centralized key vault, sensitive-data filtering and complete audit logs, with SSO and role-based access.
Agent workflows
Multi-model task orchestration, response caching and RAG knowledge-base access to build agent applications fast.
Typical scenarios
Enterprise AI platform
All business lines consume model capability through the gateway; costs are accounted per department and project.
Agent product R&D
Teams evaluate, switch, monitor and ship models on one platform.
ISV & industry integration
Software vendors deliver white-label AI services with built-in metering and billing.
Implementation value
Visible, controllable cost
Cost per 1K tokens and per project at a glance; waste and misuse stopped early.
Reliable by design
Multi-provider failover and rate protection keep business running through single-point failures.
No lock-in
Standard interfaces and self-owned keys — swap or add models any time.