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AWS Development & Cloud Architecture Services

Enterprise AWS architecture, on-premise migration, Lambda serverless applications, cost optimization, and security hardening. FreedomDev has 20+ years of custom software development in Zeeland, Michigan — we architect AWS infrastructure that scales with your business, not just your traffic. Projects range from $25K proof-of-concept deployments to $500K+ full enterprise migrations.

20+ Years Custom Software Development
Zeeland, Michigan
AWS Well-Architected Framework
Enterprise Cloud Migration
Serverless & Container Architecture

Why AWS Dominates Enterprise Cloud — and Why Architecture Decisions Made Now Lock You In for Years

Amazon Web Services holds approximately 31% of the global cloud infrastructure market — more than Azure (25%) and Google Cloud (11%) combined. Over 200 services span compute, storage, databases, machine learning, IoT, and analytics. For enterprises evaluating cloud providers, AWS is the default starting point for a reason: it has the broadest service catalog, the most availability zones (over 100 across 30+ regions), and the deepest third-party ecosystem.

But market share does not equal good architecture. The majority of AWS bills we audit at FreedomDev reveal the same pattern: a team spun up EC2 instances three years ago, bolted on RDS, added an S3 bucket, and has been paying for oversized, always-on infrastructure ever since. No auto-scaling groups. No Reserved Instance commitments. No right-sizing analysis. No tagging strategy. The monthly bill grows 15-20% year over year and nobody can explain why because nobody architected the environment — it just accumulated.

The Well-Architected Framework exists precisely because AWS recognized this problem. Its six pillars — Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimization, and Sustainability — are not marketing abstractions. They are a structured review process that identifies architectural debt before it becomes a financial or security crisis. FreedomDev runs Well-Architected Reviews as the first engagement for every AWS client because the findings almost always pay for the entire review in month-one cost savings.

This page covers the five areas where we see the highest demand from enterprise clients: foundational cloud architecture that follows the Well-Architected Framework, on-premise to AWS migration using the AWS Migration Hub and the 7 Rs strategy, Lambda and serverless development for event-driven workloads, cost optimization through Reserved Instances, Savings Plans, and right-sizing, and security configuration including IAM policies, VPC design, and compliance automation with AWS Config. If you are a CTO, VP of Engineering, or IT Director evaluating AWS or trying to fix an AWS environment that has grown beyond control, this is the practical guide we built from two decades of enterprise infrastructure work.

FreedomDev is not an AWS reseller. We do not markup your AWS bill. We are a custom software development company that builds applications on AWS and architects the infrastructure those applications run on. Our incentive is to reduce your AWS spend, not inflate it — because our long-term relationship depends on trust, not margin on cloud credits.

31%
AWS global cloud infrastructure market share (largest worldwide)
200+
AWS managed services across compute, storage, database, ML, and analytics
25–40%
Typical monthly AWS bill reduction after FreedomDev cost optimization audit
72%
Maximum savings with Reserved Instances vs on-demand EC2 pricing
100+
AWS availability zones across 30+ geographic regions
20+ Years
FreedomDev enterprise software and infrastructure experience

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Our AWS Development & Cloud Architecture Services Capabilities

AWS Architecture for Enterprise Workloads

Architecture design following the AWS Well-Architected Framework's six pillars. We design VPC topologies with public/private subnets across multiple availability zones, configure Application Load Balancers with path-based routing, set up Auto Scaling groups with target tracking policies, and implement multi-AZ RDS deployments with read replicas. The compute decision is critical: EC2 for long-running stateful workloads with predictable traffic, ECS/Fargate for containerized microservices that need dynamic scaling without managing hosts, Lambda for event-driven functions that run under 15 minutes. We make this decision based on your workload characteristics — request patterns, execution duration, state requirements, cold start tolerance — not ideology about serverless versus containers. Every architecture includes CloudWatch dashboards, SNS alerting, and CloudTrail audit logging from day one.

01

AWS Migration from On-Premise Infrastructure

On-premise to AWS migration using the 7 Rs framework: Rehost (lift-and-shift to EC2), Replatform (move to managed services like RDS instead of self-managed databases), Refactor (re-architect for cloud-native patterns), Repurchase (replace with SaaS), Retain (keep on-premise for now), Retire (decommission), and Relocate (VMware Cloud on AWS). We use AWS Migration Hub to track the full portfolio, Application Discovery Service to map dependencies, and Database Migration Service for zero-downtime database cutover. A typical mid-market migration — 20-50 servers, 3-5 databases, mixed Windows/Linux — takes 3-6 months with a parallel-run validation period before decommissioning on-premise hardware. We handle the networking: AWS Direct Connect or Site-to-Site VPN for hybrid connectivity during the transition, Route 53 DNS cutover, and ACM certificate provisioning.

02

AWS Lambda and Serverless Application Development

Serverless application architecture using Lambda, API Gateway, DynamoDB, SQS, SNS, Step Functions, and EventBridge. Lambda pricing is $0.20 per million invocations plus $0.0000166667 per GB-second of compute — for event-driven workloads with variable traffic, the cost savings versus always-on EC2 instances are substantial. We build Lambda functions in Python, Node.js, and .NET, package them with Lambda Layers for shared dependencies, and deploy through SAM (Serverless Application Model) or Terraform. Step Functions orchestrate multi-step workflows — order processing, ETL pipelines, approval chains — with built-in retry logic, error handling, and visual execution monitoring. Cold start mitigation for latency-sensitive endpoints uses Provisioned Concurrency or SnapStart for Java runtimes. We also build event-driven architectures with EventBridge rules triggering Lambda functions from S3 uploads, DynamoDB Streams, SQS messages, or custom application events.

03

AWS Cost Optimization and Resource Management

AWS cost optimization that typically reduces monthly spend by 25-40% without performance degradation. The three levers: right-sizing (Compute Optimizer recommendations to downsize over-provisioned EC2 instances — most environments have 30-40% of instances running at under 20% CPU utilization), commitment discounts (Reserved Instances provide up to 72% savings for 1-3 year terms; Savings Plans offer similar discounts with more flexibility across instance families), and architectural changes (S3 Intelligent-Tiering automatically moves objects between access tiers; Glacier and Glacier Deep Archive for compliance data at $0.00099/GB/month; Aurora Serverless v2 scales to zero for development databases; spot instances for fault-tolerant batch workloads at up to 90% discount). We implement AWS Cost Explorer dashboards, set up Budgets with threshold alerts, enforce tagging policies through AWS Organizations SCPs, and configure Cost Allocation Tags so every dollar traces back to a team, project, or environment.

04

AWS Security and Compliance Configuration

Security architecture built on least-privilege IAM policies, not the admin-access-everywhere pattern we find in 80% of AWS audits. We implement IAM Identity Center (formerly SSO) for centralized access, define permission boundaries to limit maximum privileges, enforce MFA on all human users, and use IAM roles with temporary credentials for service-to-service communication — never long-lived access keys. Network security includes VPC design with private subnets for databases and application tiers, Security Groups as stateful firewalls, NACLs for subnet-level rules, and AWS WAF on CloudFront or ALB for OWASP top 10 protection. Compliance automation uses AWS Config rules to continuously evaluate resource configurations, Security Hub for aggregated findings, and GuardDuty for threat detection. For regulated industries — HIPAA, SOC 2, PCI-DSS, FedRAMP — we configure AWS Artifact compliance reports, enable CloudTrail organization-wide with S3 log archival and integrity validation, and implement encryption at rest (KMS) and in transit (ACM certificates, TLS 1.2+ enforcement) across every service.

05

Infrastructure as Code with CloudFormation and Terraform

Every AWS environment we build is defined in code — either CloudFormation (native AWS, YAML/JSON, deep service integration, drift detection built in) or Terraform (multi-cloud, HCL syntax, stronger state management, broader provider ecosystem). The choice depends on your context: CloudFormation if you are AWS-only and want tight integration with AWS service launches; Terraform if you run multi-cloud or hybrid infrastructure and need a single tool across AWS, Azure, and on-premise. We write modular, reusable templates: VPC modules, ECS service modules, RDS modules, Lambda deployment modules — all version-controlled in Git, deployed through CI/CD pipelines (CodePipeline or GitHub Actions), and tested with cfn-lint or tflint before any change hits production. No more clicking through the AWS Console to create resources. No more undocumented infrastructure that only one person understands. Every change is a pull request, reviewed, approved, and auditable.

06

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“
We were running 40 Windows servers in a co-location facility with a lease renewal coming up. FreedomDev migrated everything to AWS in four months — rehosted the critical apps to EC2, moved our SQL Server databases to RDS, and rebuilt our batch processing on Lambda. Our infrastructure costs dropped 35% in the first year, and we eliminated the weekend maintenance windows our IT team had been doing for a decade.
VP of Technology—West Michigan Manufacturing Company

Perfect Use Cases for AWS Development & Cloud Architecture Services

On-Premise Windows Server Migration to AWS

Your company runs 30 Windows Server instances in a co-location facility. The lease renewal is in 9 months and hardware is aging. A lift-and-shift migration to EC2 gets you off the hardware immediately — AWS Server Migration Service replicates your VMs to AMIs, you test in a staging VPC, and cut over with minimal downtime. Phase two replatforms: SQL Server moves to RDS for SQL Server (or Aurora PostgreSQL if you are willing to refactor queries), file shares move to FSx for Windows File Server, Active Directory moves to AWS Managed Microsoft AD. The co-location lease ends, and your infrastructure is now elastic, backed up automatically, and distributed across availability zones for the first time.

Event-Driven Order Processing with Lambda and Step Functions

An e-commerce or B2B order system where order volume spikes 10x during promotions. Instead of provisioning EC2 capacity for peak load that sits idle 90% of the time, the architecture uses API Gateway receiving orders, SQS for durable queuing, Lambda for processing, Step Functions for orchestrating the workflow (validate inventory, charge payment, update ERP, trigger fulfillment, send confirmation), and DynamoDB for order state. At 100,000 orders per month, Lambda compute costs roughly $2-5 — compared to $200+/month for an always-on EC2 instance. The architecture scales to millions of orders without any capacity planning because every component is serverless.

Multi-Account AWS Organization for Enterprise Governance

A growing company with 50+ developers needs environment isolation: production, staging, development, shared services, security, and log archive — each in its own AWS account under an AWS Organization. Service Control Policies (SCPs) enforce guardrails: no resources outside approved regions, no public S3 buckets, no EC2 instances without required tags. AWS Control Tower automates account provisioning with baseline security. Cross-account access uses IAM Identity Center with permission sets mapped to Azure AD groups. Centralized logging aggregates CloudTrail, VPC Flow Logs, and Config data into a dedicated security account. This is the governance foundation that prevents the chaos of a single shared account where everyone has admin access.

Disaster Recovery with Cross-Region Replication

Your application runs in us-east-1 and you need a recovery plan if the entire region goes down. RPO (Recovery Point Objective) and RTO (Recovery Time Objective) determine the architecture: Pilot Light (RTO 1-2 hours, lowest cost) keeps AMIs, RDS snapshots, and S3 data replicated to us-west-2 with infrastructure defined in CloudFormation ready to launch; Warm Standby (RTO 15-30 minutes) runs a scaled-down copy of production in the DR region behind Route 53 health checks; Multi-Site Active-Active (RTO near-zero) runs full production in both regions with Global Accelerator or CloudFront routing. FreedomDev designs the DR tier that matches your business requirements and budget — then tests it quarterly with actual failover exercises, not just documentation.

We Integrate AWS Development & Cloud Architecture Services With:

EC2 / ECS / Fargate / Lambda (Compute)RDS / Aurora / DynamoDB (Databases)S3 / EFS / FSx (Storage)CloudFront / Route 53 / API Gateway (Networking)IAM / KMS / WAF / GuardDuty (Security)CloudFormation / CDK (Infrastructure as Code)CodePipeline / CodeBuild / CodeDeploy (CI/CD)CloudWatch / X-Ray / CloudTrail (Monitoring)SQS / SNS / EventBridge / Step Functions (Messaging)Cognito (Authentication)Elastic Load Balancing / Auto ScalingAWS Migration Hub / DMS / SMSTerraform / Docker / Kubernetes (EKS)

Talk to a AWS Development & Cloud Architecture Services Architect

Schedule a technical scoping session to review your app architecture.

Frequently Asked Questions

How much does AWS development cost?
AWS development costs break into two categories: the professional services to architect and build, and the ongoing AWS infrastructure bill. For professional services, FreedomDev projects typically range from $25,000 for a focused engagement (single-application deployment, Lambda API build, cost optimization audit) to $150,000-$500,000+ for full enterprise migrations involving 20-100+ servers, multiple databases, and application refactoring. A Well-Architected Review — our standard starting engagement — runs $5,000-$15,000 depending on environment complexity and almost always identifies enough cost savings to pay for itself within the first month. For ongoing AWS infrastructure costs, the range is enormous depending on workload: a small web application on a single t3.medium EC2 instance with RDS costs roughly $150-$300/month. A mid-market enterprise with 10-20 EC2 instances, multi-AZ RDS, S3 storage, and CloudFront might run $3,000-$10,000/month. Large enterprises with hundreds of instances, data warehouses, and ML workloads can spend $50,000-$500,000+/month. The critical variable is architecture quality — a well-architected environment with Reserved Instances, right-sized instances, and proper auto-scaling can cost 30-50% less than the same workload deployed without optimization. Many companies we audit are overspending by 25-40% simply because infrastructure was provisioned without a tagging strategy, without auto-scaling, and without commitment discounts — problems that compound every month. FreedomDev provides fixed-price estimates after a discovery session so there are no surprises on the professional services side.
Should I use AWS or Azure?
The honest answer depends on your existing technology stack, not which cloud provider has more services. If your organization runs heavily on Microsoft technologies — Windows Server, SQL Server, .NET, Active Directory, Dynamics 365, Microsoft 365 — Azure has natural advantages: Azure AD integrates directly with your existing directory, Azure SQL is a managed version of the SQL Server your team already knows, and Microsoft Enterprise Agreements often include Azure credits. If your organization is stack-agnostic, runs Linux, uses open-source databases (PostgreSQL, MySQL, MongoDB), or needs the broadest catalog of managed services, AWS is the stronger choice. AWS has more availability zones (100+ vs Azure's 60+), more granular service options (compare AWS's 15+ database options to Azure's 8-10), and a larger third-party ecosystem. Pricing is roughly comparable — both offer Reserved Instances, Savings Plans, and spot/low-priority pricing. AWS tends to be slightly cheaper for compute and storage; Azure tends to offer better bundled pricing for Microsoft-stack enterprises. FreedomDev works with both and will recommend based on your actual workload requirements, not vendor loyalty. We also work with Google Cloud for data-heavy workloads where BigQuery's pricing model is unbeatable. The worst decision is multi-cloud for its own sake — pick one primary provider, architect for it properly, and use Terraform if you want portability insurance.
What is AWS Lambda used for?
AWS Lambda runs code in response to events without provisioning or managing servers. You upload a function (Python, Node.js, Java, .NET, Go, Ruby, or custom runtime), define a trigger, and AWS handles everything else — server provisioning, scaling, patching, monitoring. Lambda charges per invocation ($0.20 per million requests) and per compute duration ($0.0000166667 per GB-second), which means you pay nothing when your code is not running. The most common production use cases we build at FreedomDev: API backends (Lambda behind API Gateway handles HTTP requests — scales from zero to thousands of concurrent executions automatically), event-driven data processing (S3 upload triggers Lambda to resize images, parse CSV files, or validate data before loading into a database), scheduled tasks (EventBridge cron triggers Lambda for nightly report generation, data syncing, or cleanup jobs — replaces the EC2 instance running a cron job 24/7 for one task that runs 5 minutes per day), stream processing (DynamoDB Streams or Kinesis triggers Lambda to process real-time data changes), and workflow orchestration (Step Functions chain multiple Lambda functions into complex business processes with retry logic and error handling). Lambda is not ideal for every workload. Functions have a 15-minute maximum execution time, a 10 GB memory limit, and cold starts that add 100ms-2s latency on first invocation (mitigated with Provisioned Concurrency at additional cost). For long-running processes, high-throughput APIs with consistent traffic, or workloads requiring persistent connections (WebSockets, database connection pooling), ECS/Fargate or EC2 are better choices.
How do I migrate to AWS from on-premise?
AWS migration follows a structured process that FreedomDev has executed dozens of times for mid-market enterprises. Phase one is discovery and assessment (2-4 weeks): we use AWS Application Discovery Service to inventory your on-premise servers, map application dependencies, and identify databases. Every application gets classified using the 7 Rs framework — Rehost (lift-and-shift to EC2), Replatform (move to managed services like RDS), Refactor (re-architect for cloud-native), Repurchase (replace with SaaS like Salesforce), Retain (keep on-premise for regulatory or latency reasons), Retire (decommission), or Relocate (VMware Cloud on AWS). Phase two is foundation build (2-4 weeks): we provision the landing zone — AWS Organization, VPC design with proper subnets and routing, IAM Identity Center, Direct Connect or Site-to-Site VPN for hybrid connectivity, and CloudFormation/Terraform templates for all infrastructure. Phase three is migration execution (4-16 weeks depending on portfolio size): we migrate in waves, starting with low-risk applications. AWS Server Migration Service handles VM replication for lift-and-shift. AWS Database Migration Service handles database cutover with continuous replication for near-zero downtime. Each wave includes testing, DNS cutover, and parallel-run validation. Phase four is optimization (ongoing): once migrated, we right-size instances based on actual utilization data (not on-premise sizing), implement Reserved Instances or Savings Plans, enable auto-scaling, and convert candidates to serverless. A typical mid-market migration — 20-50 servers, 3-5 databases — takes 3-6 months total and costs $75,000-$250,000 in professional services, with AWS infrastructure costs typically 20-30% lower than the on-premise hosting they replace within the first year after optimization.
How can I reduce my AWS bill?
We have audited dozens of AWS environments and the same cost reduction opportunities appear in nearly every one. First, right-size your EC2 instances: AWS Compute Optimizer analyzes 14 days of CloudWatch metrics and recommends instance type changes. In most environments, 30-40% of instances are over-provisioned — running m5.xlarge when m5.large would handle the workload with headroom. Downsizing a single instance from m5.xlarge to m5.large saves roughly $70/month ($840/year) on-demand. Multiply across 20 instances and you save $16,800/year from right-sizing alone. Second, commit to Reserved Instances or Savings Plans: if you know you will run workloads for 1-3 years, Reserved Instances (RIs) save up to 72% versus on-demand. Savings Plans offer similar discounts with more flexibility — Compute Savings Plans apply across EC2, Fargate, and Lambda regardless of instance family, size, or region. A company spending $10,000/month on-demand EC2 can typically reduce to $4,000-$5,000/month with 1-year partial upfront RIs. Third, use S3 lifecycle policies: most S3 buckets contain data that has not been accessed in months or years but sits in Standard storage at $0.023/GB/month. S3 Intelligent-Tiering automatically moves infrequently accessed data to cheaper tiers. Glacier ($0.004/GB/month) and Glacier Deep Archive ($0.00099/GB/month) are appropriate for compliance data and long-term backups. Fourth, eliminate waste: unused Elastic IPs ($3.60/month each), unattached EBS volumes, idle load balancers, forgotten development environments running 24/7. AWS Cost Explorer's rightsizing recommendations and Trusted Advisor checks surface these immediately. FreedomDev's cost optimization audit identifies all of these opportunities, implements the changes, and sets up ongoing monitoring with Budget alerts so costs do not creep back up.

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