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Cloud Solutions: Multi-Cloud Architecture and Migration at Enterprise Scale

DS Stream designs and operates cloud platforms for Fortune 500 enterprises — across AWS, GCP, and Azure. From data platform migrations to multi-cloud architectures, we deliver cloud foundations engineered for performance, cost discipline, and governance.

ProblemWhat We Deliver?How It Works?Business ImpactWho Is This For?Use CasesFAQFinal StepsLinks

Cloud architecture, migration, and FinOps engineered for enterprise scale

We design and operate cloud platforms with cost discipline, security, and governance built in — across AWS, GCP, and Azure.

Book a 30-minute Cloud Solutions consultation
AWS
Azure
GCP
Terraform IaC
FinOps
Cloud Security
/ Problem

Why Cloud Migrations Stall or Overrun Budget

Most cloud programs underestimate operational complexity — orphaned workloads, runaway costs, missing FinOps discipline, and security posture gaps. Without architectural rigor and migration governance, "cloud" becomes another silo with higher operating cost.

Cost Spirals
Cloud bills 30–50% higher than budget because resource tagging, rightsizing, and lifecycle policies are missing.
Lift-and-Shift Trap
On-prem patterns moved to cloud without re-architecture — expensive, slow, and missing cloud benefits.
Security Posture Gaps
Inconsistent IAM, networking, and data residency controls across cloud workloads.
Vendor Lock-in Fear
Cloud teams hesitate to use managed services because of perceived lock-in risk.
/ What We Deliver

Cloud Capabilities for Enterprise Scale

Multi-Cloud Architecture
Cloud Migration
FinOps & Cost Optimization
Security & Compliance
Data Platform Modernization
Multi-Cloud Architecture

Reference architectures across AWS, GCP, and Azure with Terraform IaC and policy-as-code governance.

Cloud Migration

Application and data platform migration from on-prem to cloud with minimal downtime and full traceability.

FinOps & Cost Optimization

Cloud cost visibility, allocation, and optimization — typically delivering 20–40% reduction.

Security & Compliance

Zero-trust networking, IAM, data residency, and audit-ready compliance posture from day one.

Data Platform Modernization

Cloud-native data platforms with lakehouse architecture, governance, and consumer-ready data products.

/ How it Works

How We Build Your Cloud Solutions Practice

Phase 1 — Cloud Assessment
Weeks 1–3

Current state assessment, target architecture, migration strategy, and TCO/ROI model with stage-gated milestones.

Phase 2 — Foundation
Weeks 4–10

Cloud landing zone with networking, IAM, governance, FinOps tooling, and CI/CD pipelines deployed.

Phase 3 — Migration Waves
Weeks 11–30

Workload migration in waves with rollback plans, performance validation, and cost monitoring per wave.

Phase 4 — Optimize & Operate
Ongoing

Continuous cost optimization, security posture reviews, and platform feature rollout aligned to business needs.

/ Business Impact

Business Impact

20-40%
Cloud cost reduction through FinOps and rightsizing
50%
Faster deployment cycles with cloud-native CI/CD
100%
Audit-ready compliance posture

20–40% cloud cost reduction through FinOps discipline, rightsizing, and managed service adoption.

50% faster deployment cycles with cloud-native CI/CD and infrastructure-as-code.

Zero unplanned downtime during migration through staged cutover and rollback strategies.

Audit-ready compliance across data residency, encryption, IAM, and access logging.

/ Who This is For

Who This Is For

CTO / VP Infrastructure
Needs cloud platforms that scale without exploding cost or compromising governance.
Chief Data Officer
Needs cloud-native data platforms with governance, lineage, and consumer-ready data products.
Head of Cloud Engineering
Needs proven patterns, IaC standards, and FinOps discipline they can operate independently.
CFO / Finance Director
Needs cloud cost predictability, chargeback transparency, and TCO improvement over on-prem.
/ Use Cases

Use Cases for Cloud Solutions

We deliver Cloud Solutions engagements across industries with deep vertical expertise.

Data & Analytics
Data Platform Migration to Cloud
Enterprise IT
Application Modernization
Risk & Compliance
Multi-Cloud Strategy
ERP Modernization
SAP on Cloud
Data Engineering
Cloud-Native Data Lake
/ FAQ

Most Common Questions

Which cloud do you recommend?

We are cloud-agnostic — AWS, GCP, and Azure all work. Choice depends on existing skills, workload fit, and commercial considerations.

How do you control cloud cost?

FinOps discipline from day one — tagging policies, budget alerts, rightsizing automation, and chargeback transparency.

Can you migrate without downtime?

For most workloads yes — through staged cutover, data replication, and validated rollback procedures.

What about vendor lock-in?

We design with portability where it matters — using IaC, open standards, and managed services strategically where they deliver value.

How long does migration take?

First wave in 8–12 weeks. Full enterprise migration typically 12–24 months with continuous business value delivery along the way.

Ready to Industrialize Your Cloud Solutions Practice?

Book a free 30-minute review. We will assess your current state, identify the highest-impact wins, and outline a clear path to production-grade Cloud Solutions delivery.

Book a 30-minute Cloud Solutions consultation
Step 1

Cloud Strategy Review

Three-day workshop to align cloud strategy with business priorities and define cost/governance targets.

Step 2

Landing Zone Deploy

Deploy cloud landing zone with networking, IAM, FinOps, and CI/CD in 8 weeks.

Step 3

First Migration Wave

Migrate first workload wave with full validation, rollback plan, and stakeholder sign-off.