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Global inference network

Global AI infrastructure.
Local control.

Run AI where it makes the most sense for your business. Pin sensitive workloads to a region, route public traffic for latency, and fail over automatically without redesigning your application.

SCX.ai global inference network. Three regions: San Francisco (Americas), Munich (Europe), and Sydney (Asia-Pacific) connected by a primary network with backup failover paths. Four deployment modes — region pinned, performance optimized, resilient failover, and hybrid — feed into one OpenAI-compatible API with regional control, intelligent routing, enterprise security, and elastic scale.
One operational layer across San Francisco, Munich, and Sydney.

Why a global inference network

AI infrastructure needs regional intelligence

AI workloads increasingly operate across multiple regulatory environments, customer geographies, and latency requirements. SCX.ai deploys inference where performance, compliance, and operational requirements align.

Regional control

Choose exactly where workloads run.

  • Region-pinned inference
  • Data locality alignment
  • Geographic workload separation
  • Enterprise governance support

Performance optimization

Deliver low-latency AI experiences globally.

  • Local inference routing
  • Reduced latency
  • Optimized throughput
  • Faster customer response times

Built-in resilience

Maintain availability across regions.

  • Regional redundancy
  • Intelligent failover
  • Multi-region infrastructure
  • Operational continuity

Operationally simple

One API across the entire network

Deploy globally through a single OpenAI-compatible interface while controlling routing, residency, and inference behavior at the workload level.

python
from openai import OpenAI

client = OpenAI(
    api_key="scx_...",
    base_url="https://api.scx.ai/v1",
)

# Pin to a specific region
resp = client.chat.completions.create(
    model="MAGPiE",
    messages=[{"role": "user", "content": "Hello"}],
    extra_headers={"x-scx-region": "syd"},  # or 'sfo', 'muc', 'auto'
)

print(resp.choices[0].message.content)

Routing on your terms

Pin to syd, sfo, or muc—or pass auto and SCX routes to the optimal region for latency and availability.

  • No multi-cloud engineering
  • No region-specific SDKs
  • No bespoke orchestration logic
  • Stable, OpenAI-compatible interface

Security & data control

Regional control without losing security

Global infrastructure usually means new data-exposure and governance complexity. SCX.ai keeps the controls explicit.

Region-aware workloads

Pin inference, embeddings, and document handling to specific regions. Data locality is enforced, not asked for.

No prompt retention

Prompts and outputs are processed and discarded. No silent logging for review, fine-tuning, or analytics.

No training on customer data

Your data is never used to train, fine-tune, or improve our models or anyone else’s.

Infrastructure isolation

Tenant isolation across all regions, with role-based access, SSO, and audit-ready logs by default.

Resilience & failover

Enterprise resilience built into the network

Most AI vendors don't make failover, capacity balancing, or regional resilience explicit. SCX.ai does.

  • Intelligent failover

    Workloads are redirected automatically during outages or congestion.

  • Capacity balancing

    Inference distributes intelligently across regions when one comes under pressure.

  • Business continuity

    Keep AI operations running through regional disruption events.

Use cases

Built for global enterprise workloads

Financial services

Regional compliance with low-latency inference for trading, risk, and customer flows.

Healthcare

Geographic control for sensitive workloads and patient-adjacent data.

SaaS platforms

Responsive customer experiences from regions closest to each tenant.

Legal & enterprise search

Inference confined to controlled jurisdictions for matter-sensitive work.

Customer support AI

Route conversations to the nearest low-latency region for natural exchanges.

Government & defense

Mission-critical inference inside controlled jurisdictions, with strict residency, isolation, and audit-ready trails for regulated workloads.

Deploy AI globally without losing control

SCX.ai combines global AI infrastructure with enterprise-grade control over security, routing, performance, and resilience.

Global Inference Network | SCX.ai