DISTRIBUTED AI DELIVERY

Deliver AI Closer to Every User

Accelerate AI interactions with edge inference delivery, exact and semantic caching, content safety and resilient origin routing.

Low latencySemantic cacheContent moderationOrigin resilience

PRODUCT BENEFITS

An Edge Delivery Layer Built for AI Traffic

Move performance, safety and resilience controls closer to users and away from overloaded model origins.

Lower-Latency AI

Serve AI requests through distributed edge locations closer to end users.

Exact & Semantic Cache

Reuse exact or meaningfully similar responses when application policy allows.

AI Content Safety

Moderate AI inputs and outputs at the delivery layer before content reaches its destination.

Resilient Origins

Route, shield, fail over and balance traffic across model and application origins.

CORE CAPABILITIES

Performance, Safety and Delivery in One Edge Layer

Apply AI-aware controls before traffic reaches central models and application origins.

01

Low Latency

Reduce long network paths by processing delivery decisions closer to users.

02

Exact Cache

Return eligible repeated responses without another origin round trip.

03

Semantic Cache

Identify meaningfully similar requests for policy-controlled reuse.

04

Rate Limiting

Control request frequency and concurrency at the edge.

05

Content Moderation

Review AI inputs and outputs using centralized safety policy.

06

Tenant Isolation

Separate cache, traffic and delivery behavior for different tenants.

07

Origin Routing

Select model and application origins according to routing policy.

08

Origin Shield

Consolidate upstream traffic and reduce repeated origin work.

09

Origin Failover

Switch to an alternative origin when the preferred path is unavailable.

10

Load Balancing

Distribute AI traffic across healthy upstream capacity.

HOW IT WORKS

AI Delivery from the Edge to the Origin

Edge AI applies cache, safety and routing decisions along the path from user to model.

SYSTEM ONLINEREQUEST → CONTROL → DELIVERY
GLOBAL DEMAND
1Users & Devices
2Regional Apps
3AI Agents
EDGE AI DATA PLANEEdge AI
Exact CacheSemantic CacheContent SafetyRate Limiting
ACTIVE POLICY PATH99.99%
ORIGIN LAYER
AOrigin Router
BOrigin Shield
CFailover Origins
EDGE CONTROL
Tenant IsolationLoad BalancingModel DistributionEdge Observability
01

Users

AI requests enter from global applications and devices.

02

Edge Policy

Apply tenant, rate and content-safety controls.

03

AI Cache

Serve eligible exact or semantically similar responses.

04

Origins

Route remaining requests across model and application origins.

APPLICATION SCENARIOS

Built for the AI Workloads That Matter

Use Edge AI wherever performance, choice and production control are essential.

Real-Time Copilots

Accelerate interactive assistant experiences for global users.

Shorter delivery paths for AI interactions

Global Customer Support

Deliver consistent AI support across markets and tenants.

Combine performance and tenant controls

AI Content Platforms

Moderate generated content before distribution.

Move safety controls into the delivery path

High-Volume AI APIs

Reduce repeated origin work and manage traffic surges.

Cache and shield expensive upstream capacity

WHY EDGENEXT AI

Simplify the Hard Parts of Production AI

01

Long AI Round Trips

Distributed delivery and caching reduce unnecessary travel to centralized origins.

02

Repeated Model Work

Exact and semantic caching can avoid eligible duplicate computation.

03

Fragile Central Origins

Shielding, failover and balancing improve resilience during traffic changes.

Bring AI Performance and Safety to the Edge

Talk with EdgeNext AI about AI caching, moderation, delivery and resilient origin architecture.