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Executive Summary

Business Objective

Abhavtech is deploying a multi-cloud hybrid architecture that combines:

  1. GCP Vertex AI Platform (Primary): AI-powered Webex Contact Center (WxCC) analytics for 175 agents
  2. Azure SASE Platform (Secondary): Secure Access Service Edge for Office 365 and global user access
  3. Existing Cisco Infrastructure: DIA-based SD-WAN with Umbrella SASE, ISE, FTD

Architecture Principles

Principle Implementation
Cloud-Native Services Use purpose-built cloud services (GCP CCAI, Azure Virtual WAN) vs DIY
DIA-First Connectivity Local internet breakout at branches, cloud-direct paths
Zero Trust Security Identity-based access (ISE SGT, Azure AD, Duo MFA)
Cost Optimization Avoid hair-pinning traffic through on-premise hubs
Operational Simplicity Unified management via SD-WAN vManage + cloud consoles

Key Architectural Decisions

┌─────────────────────────────────────────────────────────────────────────────┐
│                    ABHAVTECH CLOUD CONNECTIVITY MODEL                        │
├─────────────────────────────────────────────────────────────────────────────┤
│                                                                              │
│  CURRENT SD-WAN MODEL: ✅ DIA (Direct Internet Access)                      │
│  ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━  │
│                                                                              │
│  Branch Site                                                                 │
│  ┌────────────────────┐                                                     │
│  │ Users/Applications │                                                     │
│  └─────────┬──────────┘                                                     │
│            │                                                                 │
│            ▼                                                                 │
│  ┌────────────────────┐           ┌──────────────────┐                     │
│  │ SD-WAN Edge        │           │ Cisco Umbrella   │                     │
│  │ (C8500 / ISR)      │──────────▶│ SASE (DIA)       │                     │
│  │                    │  IPsec    │                  │                     │
│  │ • Corporate → MPLS │           │ • DNS Security   │                     │
│  │ • SaaS → DIA       │           │ • Web Filtering  │                     │
│  │ • Internet → DIA   │           │ • Cloud Firewall │                     │
│  └────────────────────┘           └──────────────────┘                     │
│                                                                              │
│  CLOUD CONNECTIVITY STRATEGY:                                               │
│  ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━  │
│                                                                              │
│  ┌────────────────────────────────────────────────────────────────┐        │
│  │ GCP VERTEX AI (WxCC Analytics)                                 │        │
│  │ ─────────────────────────────────────                          │        │
│  │ • Connectivity: Direct from WxCC Cloud → GCP (cloud-to-cloud) │        │
│  │ • On-Prem Access: Via Umbrella SASE DIA tunnels               │        │
│  │ • No dedicated circuits (use internet with TLS)               │        │
│  └────────────────────────────────────────────────────────────────┘        │
│                                                                              │
│  ┌────────────────────────────────────────────────────────────────┐        │
│  │ AZURE SASE (Office 365 / Global Access)                        │        │
│  │ ────────────────────────────────────────                       │        │
│  │ • Connectivity: Azure Virtual WAN (DIA-based SD-WAN hub)       │        │
│  │ • Office 365: ExpressRoute for Microsoft Peering               │        │
│  │ • Global Users: Azure Private Link via DIA                     │        │
│  └────────────────────────────────────────────────────────────────┘        │
│                                                                              │
└─────────────────────────────────────────────────────────────────────────────┘

Rationale for Design Choice:

Decision Reasoning
No GCP Dedicated Interconnect WxCC is cloud-native, already on Cisco's network. No need for dedicated circuits to GCP. Internet-based connectivity with TLS sufficient.
Azure ExpressRoute for O365 Office 365 is business-critical (email, Teams). ExpressRoute provides <5ms latency, 99.95% SLA.
Umbrella SASE for Internet Already deployed, DIA-optimized. No need for duplicate Azure Firewall for internet traffic.
Azure Virtual WAN for SD-WAN Hub for multi-branch connectivity to Azure services. No replacement for existing Cisco SD-WAN.