# Competitive Technology Landscape

_Last updated: 2026-08-17_

## Azure vs. AWS in retail

| Dimension | Azure strengths | AWS strengths |
|---|---|---|
| Installed base | M365 + Teams already in seat at most large retailers | AWS dominant primary cloud at many large retailers (THD historically) |
| AI platform | Azure AI Foundry, AOAI GPT-4o — best-in-class frontier LLMs, enterprise SLA | SageMaker, Bedrock (Claude, Llama, Titan) — broad model choice, mature MLOps |
| Data platform | Microsoft Fabric — modern unified lakehouse + Power BI + Copilot | AWS Redshift, Glue, SageMaker — mature, broad, deep SI ecosystem |
| Retail-specific | Cloud for Retail accelerators, D365 Commerce, Magic Apron reference | AWS Retail Competency, Amazon's own retail DNA |
| Edge/store | Azure Stack Edge, Azure IoT Hub, Azure Arc | AWS Outposts, AWS IoT Greengrass |
| Dev tools | GitHub Copilot #1 market share in enterprise dev AI | Amazon CodeWhisperer (gaining) |
| Key pitch | "You already have M365 — extend Azure for AI/data; single security perimeter" | "Broadest service catalog; we run our own retail on AWS" |

## Azure vs. GCP in retail (anchor: Google Cloud)

| Dimension | Azure strengths | GCP strengths |
|---|---|---|
| Analytics | Microsoft Fabric — unified lakehouse + BI + AI | BigQuery — mature, fast, strong in ad-tech + RMN analytics |
| AI | Azure AI Foundry, AOAI | Vertex AI, Gemini — strong in search/recommendations; Google search DNA |
| Retail-specific | Cloud for Retail, D365 Commerce | Google Cloud for Retail (Recommendations AI, Vision AI for shelf) |
| Search | Azure AI Search (vector + hybrid + semantic) | Vertex AI Search for retail — Google search DNA is real advantage |
| Maps/location | Azure Maps | Google Maps Platform — stronger consumer brand recognition |
| Key pitch | "Single cloud for enterprise + frontline; Fabric replaces BigQuery + Looker" | "GCP is the analytics/AI choice for data-native retailers" |

## Azure vs. Salesforce Commerce Cloud

- Salesforce SCC is the #1 e-commerce platform for large enterprise retail
- D365 Commerce competes when:
  - D365 Finance/SCM already in seat → unified data model, no integration middleware
  - Account is frustrated with Salesforce licensing complexity or total cost
  - POS + online + call center unity is required (Salesforce does not have native cloud POS)
- **Displacement argument:** "D365 Commerce gives you POS + e-commerce + call center + back-office on one data model — no Mulesoft in the middle"
- **Salesforce weakness in 2025:** Agentforce AI adds significant per-user cost; Salesforce Data Cloud is expensive; Slack vs. Teams friction in M365 shops

## Azure vs. SAP (in CPG / SCM)

- SAP S/4HANA is dominant ERP in large CPG — CONA = SAP shop; TCCC likely SAP [unsourced]
- **Microsoft play:** Azure for SAP (IaaS migration + managed services) — not displacement but co-existence and cost reduction
- **GitHub Copilot for ABAP:** Direct play at SAP-heavy accounts — accelerate SAP S/4 migration, modernize custom ABAP code
- **Longer-term:** D365 SCM for new workloads adjacent to SAP core (new business units, acquired entities)

## Top 3 SE competitive displacement scripts

### 1. AWS Bedrock → Azure AI Foundry (at THD or any AWS-primary account)
- "You already pay for M365/Azure Active Directory. Your AI workloads can run in the same security perimeter with the same identity, the same compliance controls, and GPT-4o access under an enterprise agreement — no new vendor, no new DPA."

### 2. Databricks → Microsoft Fabric (at any account with a standalone Databricks contract)
- "Fabric consolidates your data lakehouse, BI (Power BI), real-time analytics, and AI workloads on one platform, billed through your existing EA. The Databricks contract is a separate bill you no longer need."

### 3. Salesforce Service Cloud → D365 Customer Service (at Staples or any account where D365 Commerce or Finance is being considered)
- "If you're evaluating D365 Commerce, the D365 Customer Service license is a fraction of Salesforce Service Cloud, it's natively integrated to the Commerce order data, and Copilot for Service is included — not a $50/user add-on."