Enterprise AI teams have outgrown scattered GPU servers and need dense, scalable infrastructure for large-model training.

Stand up a turnkey AI supercomputer on-prem for multi-node distributed training.

Assess workloads → design DGX + InfiniBand fabric → deploy Base Command → integrate high-speed storage → optimize → manage.

Business needs GPU capacity for peak training cycles without heavy capital investment in hardware.

Burst large-model training to the cloud using DGX Cloud and Azure ND-series H100 GPUs.

Assess → provision Azure GPU instances → configure NGC containers → orchestrate jobs → cost-optimize → manage.

Models are trained but inference is slow and costly, with no standardized serving layer.

Deploy Triton Inference Server for high-throughput, multi-framework model serving.

Assess models → containerize → deploy Triton on GPU nodes → autoscale → monitor → optimize.

Legacy CPU-only HPC clusters can no longer meet simulation, genomics or AI research demand.

Re-platform HPC to GPU-accelerated compute for CFD, simulation and scientific workloads.

Assess codes → design GPU nodes → port to CUDA/optimized libraries → scheduler integration → optimize → manage.

Teams need a supported, secure MLOps stack that works consistently across hybrid and Azure environments.

Standardize on NVIDIA AI Enterprise for a governed, portable model lifecycle.

Assess → license NVIDIA AI Enterprise → deploy on Azure / VMware → integrate MLOps → secure → manage.

CAD, design and simulation teams need powerful workstations delivered securely and remotely.

Deliver NVIDIA vGPU-powered virtual workstations on-prem or on Azure NV-series.

Assess apps → size vGPU → deploy on Azure / on-prem → tune performance → secure → manage.

A hybrid workforce is backhauling traffic over slow MPLS and VPNs that don't scale or secure well.

Converge networking and security into a cloud-delivered SASE fabric (ZTNA, SWG, CASB, FWaaS).

Assess sites/users → design SASE PoPs → roll out ZTNA → migrate branches → optimize → manage.

Flat, over-privileged VPN access to the network is a growing breach risk.

Provide app-level, least-privilege access for employees, contractors and partners.

Discover apps → define policies → deploy ZTNA connectors → phase out VPN → monitor → manage.

SaaS sprawl and web threats go uninspected, with no DLP or shadow-IT control.

Enforce inline SWG and CASB for threat protection, DLP and SaaS governance.

Assess traffic → deploy SWG/CASB → tune DLP → enforce SaaS policy → optimize → manage.

Branches need direct, secure access to cloud apps instead of centralized backhaul.

Combine SD-WAN with integrated SASE security at every branch edge.

Assess WAN → deploy SD-WAN → integrate SASE → enable local breakout → optimize → manage.

Distributed firewall appliances are costly to scale, patch and maintain.

Replace branch firewall hardware with cloud-delivered, centrally managed FWaaS.

Assess rules → migrate policy → cut over → decommission appliances → optimize → manage.

Fragmented point tools make security posture, reporting and compliance difficult.

Consolidate SASE telemetry into single-pane analytics and compliance reporting.

Integrate telemetry → build dashboards → configure alerting → automate compliance reports → optimize → manage.

Public-internet paths to cloud are inconsistent, unpredictable and less secure.

Establish software-defined private interconnection to AWS, Azure and Google Cloud.

Assess → provision Fabric ports → create virtual connections → set up cloud on-ramps → optimize → manage.

A multicloud estate needs low-latency private links between colo and several providers.

Interconnect on-prem/colo to multiple CSPs with Fabric virtual connections.

Design topology → deploy in an Equinix IBX → build Fabric VCs → optimize routing → secure → manage.

An aging on-prem data center needs Tier-III colocation with global reach and dense interconnection.

Migrate infrastructure into Equinix with Fabric-enabled connectivity.

Assess → design cage/cabinet → migrate workloads → Fabric interconnect → optimize → manage.

The business needs routers, firewalls or SD-WAN near cloud on-ramps without shipping hardware.

Deploy virtual network functions on Equinix Network Edge.

Select VNFs → deploy on Network Edge → connect via Fabric → optimize → secure → manage.

Distributed applications and partners require consistent, low-latency private connectivity.

Build a Fabric-based private backbone across metros and partners.

Map endpoints → provision Fabric → establish virtual connections → optimize → manage.

Replicating data for DR over the public internet is slow and insecure.

Run private, high-throughput DR replication between primary, colo and cloud.

Assess RPO/RTO → provision Fabric DR link → replicate → test failover → optimize → manage.

Two locations — HQ to data center or HQ to a key branch — need a guaranteed private, high-bandwidth link.

Provision a dedicated P2P leased line with committed bandwidth and an SLA.

Assess sites → design P2P circuit → provision last-mile → configure CE routers → test SLA → manage.

Distributed branches need a secure any-to-any private WAN with quality-of-service for voice and video.

Build an MPLS L3VPN backbone across all sites with prioritized traffic classes.

Assess topology → design MPLS VPN → provision PE/CE → apply QoS → migrate sites → manage.

MPLS is expensive and slow to provision; the business wants cloud-ready, cost-effective bandwidth.

Overlay SD-WAN using broadband/LTE alongside or in place of MPLS circuits.

Assess WAN → deploy SD-WAN edges → enable hybrid transport → app-aware routing → optimize → manage.

Backhauling all traffic to a central site degrades SaaS and cloud application performance.

Deploy app-aware SD-WAN with local internet breakout to cloud and SaaS.

Assess apps → deploy SD-WAN → define app policies → enable local breakout → optimize → manage.

The business needs dedicated, symmetric internet with very high uptime for critical operations.

Provision an ILL with diverse dual last-mile paths for automatic redundancy.

Assess bandwidth → provision ILL → add secondary link → configure failover → monitor → manage.

Legacy PRI telephony is costly and rigid; the business needs scalable enterprise voice.

Deliver SIP trunking / UCaaS over the managed WAN with voice QoS.

Assess telephony → design SIP/UC → provision trunks → apply WAN QoS → port numbers → manage.