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PlannedQ4 2026

Global Edge

Global edge PoPs. Sub-10 ms time-to-first-token.

AI inference latency is dominated by the network round-trip between your users and the GPU cluster. CogniCloud Global Edge deploys inference capacity at points of presence worldwide, routing each request to the nearest available GPU via Anycast BGP. Users globally get single-digit millisecond TTFT.

Capabilities

Everything you need, nothing you don't.

1

Anycast routing

BGP Anycast ensures every DNS lookup resolves to the topographically closest PoP. No manual region selection — latency-optimal routing is automatic.

2

Global PoPs

Presence across multiple continents. New regions are added based on customer demand.

3

Intelligent failover

If a regional PoP is overloaded or degraded, traffic shifts automatically to the next nearest healthy cluster within 50 ms. No client-side retry logic needed.

4

Edge model caching

Frequently used model weights are pre-loaded at edge nodes. Cold starts at edge PoPs are eliminated for your top-10 model deployments.

5

Data residency controls

Pin specific user groups to specific regions for regulatory compliance. GDPR, HIPAA, and data sovereignty constraints are enforced at the routing layer.

6

Latency SLA per region

Contractual p99 TTFT guarantees per geographic zone. SLA credits are issued automatically if thresholds are breached — no support ticket required.

Technical Specifications

Under the hood.

Points of presenceGlobal (expanding)
Continents covered6
Routing protocolAnycast BGP
p99 TTFT target< 10 ms (regional)
Failover time< 50 ms automatic
Data residencyRegion pinning supported
SLA creditsAutomatic, no ticket needed
CDN integrationCloudflare, Fastly compatible

Global Edge is currently planned — estimated Q4 2026.

No pricing yet. We offer tailored solutions only.

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GPU Compute
Inference APIs
Vector Search
Observability