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Enterprise AI Gateway & Collaborative Suite

Unify enterprise model access with coordinated API routing, network relay, Agent hosts, and local compute.

Anchored by the Enterprise AI API Gateway as the cloud and local model routing & Token governance hub: AiR provides secure cloud tunneling, AE-2000 hosts the enterprise knowledge base and calls models through the API gateway, AiW-V / AiW provides local model inference, and AiA runs persistent business agents. Combining AiR with the API Gateway unlocks maximum synergy, with enterprise NAS recommended for document and RAG archival.

CONNECTION TOPOLOGY

Cloud Outbound and Cloud Inbound: two distinct paths

AiR provides separate Cloud Outbound and Cloud Inbound paths, the API gateway unifies cloud and local model access, AiA runs agents, and AE-2000 hosts the enterprise knowledge base, and AiW-V / AiW provides local model inference. Add an optional NAS for daily document and work-file backups.

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CLOUD OUTBOUNDOn-site request · secure cloud inference

Cloud Outbound: Local applications call cloud models via API Gateway & AiR

Client terminals and AiA dispatch tasks, AE-2000 searches the private knowledge base; when cloud LLMs are needed, the Enterprise API Gateway routes requests through AiR encrypted tunnels and Outbound VPS, returning responses safely to the LAN.

Cloud Outbound complete product and network topologyOffice clients, AiA agent host, AE-2000 knowledge base, enterprise API gateway, AiW-V / AiW and optional NAS connect through a Gigabit switch. The switch connects to AiR LAN, and AiR WAN connects to VPS via site uplink.OFF-SITE · PUBLIC CLOUD MODEL SERVICESAuthorized Cloud Model APIsLeading Cloud Model APIsExternal queries dispatched via API KeysCloud Outbound VPSDedicated Clean Egress IPDirect clean link to cloud model APIsAPI DispatchCloud Outbound Principles1. Private knowledge & data stay 100% inside local site LAN2. General queries routed via API Gateway & AiR tunnelEncrypted WAN EgressEnterprise Site LAN · Private On-Premises EnvironmentPhysical LAN IsolationAiR AI Cloud Gateway RouterEdge Network Boundary · Traffic Shunting · IsolationCloud Outbound Secure EgressWANLANGigabit Enterprise Core Switch · High-Speed LAN BusCloud API DispatchSite ClientOffice ClientsTask & query entry pointAgent HostAiA24/7 autonomous agentsKnowledge HubAE-2000Private Knowledge Base RAGDispatch Hub · UpcomingEnterprise API GatewayModel routing & token quotaLocal Compute · UpcomingAiW-V / AiW SeriesLocal private model inferenceOptional BackupEnterprise NASDaily automated backupsLocal Private Loop: Knowledge Retrieval → API Gateway → AiW-V Compute (100% On-Premises)Scheduled Daily Backup to NASGreen: Local knowledge retrieval & private LLM inferenceRed: Cloud Outbound dispatch (API Gateway → Switch → AiR → Outbound VPS → Cloud LLMs)Slate dashed: Scheduled backup to Enterprise NAS
🚀Cloud Model Egress Path

Applications → Enterprise AI Gateway (routing & auth) → Switch → AiR → Outbound VPS → Authorized Cloud Models. Centralized token metering and audit.

🔒Local Private RAG & Compute Loop

Client / AiA → AE-2000 knowledge retrieval → API Gateway dispatch → AiW-V / AiW local model. Confidential IP stays strictly inside local LAN with zero exposure.

💾Daily Enterprise NAS Backup (Optional)

Workstations / Agent outputs / Knowledge documents → Switch → Enterprise NAS. Operates independently from inference to protect enterprise IP from hardware failures.

Deployment Note & Hardware Selection: Product imagery illustrates equipment roles. Switches, VPS and NAS scale modularly per project concurrency. Colored arrows indicate request directions; responses return along the same path. The Enterprise API Gateway baseline capabilities are operational and upcoming; AiW series compute is in active development with AiW-V imagery shown for reference.
Reference deployment: Cloud Outbound reaches external services; Cloud Inbound uses fixed-VPS port mapping to reach selected site services. Configure each path separately.
  • Network: AiR connects the LAN to the uplink and provides configured Cloud Outbound and Cloud Inbound, not inference or API dispatch.
  • Product roles: the upcoming API gateway is a dedicated hardware appliance connected to the site switch for unified model access; AiA runs tasks and AE-2000 hosts the enterprise knowledge base, and AiW-V / AiW provides local inference.
  • Backup: optional NAS with selected folders, schedules and retention policies helps reduce loss from failures or accidental deletion.
BUSINESS SCENARIO

Enterprise R&D and office collaborative AI deployment

On-Site R&D & Autonomous Agent StationDevConsole · QueryToken Stream OKEnterprise RAG SearchSearch enterprise docs...99% Match94% MatchAiA Agent24/7 AutonomyAiW-VGPU ACTIVEON-PREM INFERENCEAiW-V ComputeEnterprise Network & AI Hub CabinetAiRONLINEOutbound / InboundEnterprise AI API GatewayModel Routing & GovernanceUPCOMINGAE-2000 Edge AI HostRTX 2000 AdaEnterprise Knowledge Base · Parsing & RAGQueries API Gateway for LLM synthesisEnterprise NASRECOMMENDEDAutomated Daily BackupBacks up docs & indices to mitigate data lossGbE Switch1000MSecure Cloud DomainEdge Network Boundary · Whitelisted IP ProtectionCloud Outbound VPSClean dedicated egress to Cloud LLM APIsOUTBOUNDUnified Cloud LLM Pool (Multi-Model)DeepSeek V3 / R1Claude 3.5 SonnetOpenAI GPT-4oQwen / Custom LLMsCloud Inbound VPSFixed port mapping for secure remote opsINBOUNDRemote Employees & Ops EngineersConnects to on-site Knowledge Portal safely1. On-Site Workstation & Autonomous Agents• Dev Terminal: submits RAG queries & prompts• AiA Agent: runs 24/7 autonomous task workflows• AiW-V: powers sensitive on-premise inference2. Enterprise Network Hub & Knowledge Rack• API Gateway: orchestrates models & token budgets• AE-2000: knowledge base RAG, queries models via GW• AiR + NAS: AiR controls tunnels; NAS backs up data3. Secure Cloud & Multi-Model Services• Outbound: clean egress to DeepSeek/Claude/GPT• Inbound: fixed VPS port mapping for remote access• Distinct paths keep private network insulated
Representative scenario: private internal RAG, offline media generation, coding assistance, unified token governance, and document cold backup.
Core collaborative strengths

What this combination delivers for enterprises

Designed for enterprises needing both cutting-edge AI capabilities and ironclad data privacy. Creates a full-cycle deployment of on-site model inference, 24/7 persistent agents, secure cloud tunneling, and API governance.

AiR and the Enterprise AI API Gateway unlock maximum synergy when deployed together. The gateway serves as the dispatch engine managing multi-model routing, rate limiting, and token budgets, while AiR provides network isolation and encrypted tunnels.

In this suite, AE-2000 hosts document parsing, indexing, retrieval and the enterprise knowledge application. Employees or AiA submit queries; the knowledge base retrieves relevant material and calls a model through the API gateway to generate an answer. NAS backs up source documents, knowledge-base data and work outputs on schedule.

AiW-V / AiW provides local model inference through the API gateway. Use local models for sensitive knowledge; cloud calls send submitted document excerpts to the provider. AiW series is upcoming and currently represented by AiW-V imagery; size configurations for model and concurrency needs.

Core collaborative strengths

  • AiR + API Gateway synergyAiR manages network boundaries and encryption while the API Gateway orchestrates models and token budgets.
  • Separate knowledge retrieval and model inferenceAE-2000 hosts the knowledge base and calls models via the API gateway; AiW-V / AiW provides local inference. Knowledge, models and agents collaborate over the LAN using configured application interfaces and permissions.
  • Enterprise NAS backup recommendedIntegrate enterprise NAS for automated scheduled backups of RAG corpora, code repositories, and documents to prevent data loss.
  • Unified gateway & budget controlPools multi-provider API keys and enforces granular per-employee Token budgets to prevent cost overrun.
  • 24/7 autonomous background agentsAiA whisper-quiet host operates 24/7 to process automated reporting, communications, and background tasks.