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AI · Linux · Azure · AWS · GCP

40% less infrastructure spend. Zero downtime. Any stack.

From any cloud to bare metal, cloud-native startups to enterprise hybrid environments — we modernize, secure, and scale the infrastructure your business actually runs on.

By the numbers
Projects delivered 150+
Uptime maintained 99.9%
Client cost savings $12M+
Avg infra cost reduction 40%
Avg response time < 4hr
Four Practice Areas
🧠

AI Development & Engineering

Custom ML models, LLM integration, RAG pipelines, and AI-powered product features.

Python PyTorch LangChain Claude API
⚙️

Linux Systems & DevOps

CI/CD pipelines, container orchestration, IaC, monitoring, and 24/7 incident response.

Kubernetes Docker Terraform Datadog
☁️

Cloud & Infrastructure

Multi-cloud architecture, migrations, cost optimization, and autoscaling. 30–50% typical savings.

AWS GCP Azure FinOps
🛡️

Security & Compliance

SOC 2 readiness, HIPAA, ISO 27001, pen testing, and vulnerability management in weeks.

SOC 2 HIPAA ISO 27001 PCI DSS
Technology Partners & Platforms We Work With
OpenAI Linux AWS Microsoft Azure VMware Docker Kubernetes Atlassian PostgreSQL OpenAI Linux AWS Microsoft Azure VMware Docker Kubernetes Atlassian PostgreSQL
Case Studies

Real results for real companies.

Every engagement starts with a problem. Here's how we solved three of them.

FinTech · Startup Exit

Payadox: SOC 2 Certification & Security Readiness for Acquisition

Payadox needed to pass a rigorous security review to close an acquire-hire deal. CloudATG delivered full SOC 2 certification and a comprehensive security analysis on an accelerated timeline — clearing the path for a successful exit.

SOC 2
Certified
Exit
Closed
0
Blockers
FoodTech · Active Engagement

LeCuckoo Inc: Cloud Migration, DevOps & AI Development

LeCuckoo needed modern infrastructure and intelligent features to scale. CloudATG is leading their full GCP cloud migration, building out CI/CD pipelines, and designing a custom LLM-powered platform from the ground up.

GCP
Migration
LLM
Built
Full
DevOps
HealthTech · Stealth

FoodGong: Azure Migration & HIPAA Compliance

Developed and migrated 10 legacy services to Azure AKS with full HIPAA compliance in just 8 weeks. Zero patient data incidents and zero downtime throughout the entire transition.

8 wk
Delivered
10
Services migrated
0
Downtime

What CTOs say about us.

★★★★★
"CloudATG's security team got us through SOC 2 on a timeline everyone said was impossible. The acquirer's due diligence passed without a single flag — that's what closed the deal."
VP
VP of Engineering
Payadox (FinTech)
★★★★★
"From bare metal to GCP, plus a custom LLM — all running in parallel. CloudATG operates like an extension of our team, not an outside vendor."
CT
CTO
LeCuckoo Inc (FoodTech)
★★★★★
"Ten legacy services, full HIPAA compliance, zero downtime — delivered in 8 weeks. Our clinical team didn't even notice the migration happened."
CTO
CTO
FoodGong (HealthTech)
How We Work

Discovery to production in weeks, not quarters.

No black boxes. No vague timelines. Here's exactly what happens after you reach out — and what you can expect at every stage. Every engagement follows this structure, whether it's a 3-week compliance sprint or a 6-month infrastructure transformation.

01

Discovery Call

A free 30-minute conversation with a senior engineer — not a sales rep. We learn your stack, your pain points, and your goals. You leave with a clear understanding of what's possible and what it would take.

⏱ 30 min · Free · No commitment
02

Blueprint & Proposal

Within 48 hours, we deliver a detailed architecture plan, a phased timeline, and a fixed-scope proposal. You'll see exactly what we'll build, when it'll be done, and what it costs. No hidden fees, no scope creep surprises.

📄 Delivered in 48 hours · Fixed scope
03

Build & Ship

We work in agile sprints with weekly demos so you see real progress — not status reports. Your team stays in the loop through a shared Slack channel and live dashboards. Priorities can shift mid-sprint if your needs change.

🔄 Weekly demos · Shared Slack channel
04

Deploy, Monitor & Optimize

We don't hand off and disappear. We deploy to production, set up monitoring and alerting, and optimize for performance and cost. Optional managed services keep your infrastructure running 24/7 so your team can focus on product.

📊 24/7 monitoring · Optional managed services
Fixed-scope pricing — no surprise invoices
Senior engineers only — no junior handoffs
Full documentation and team training included
Response within 4 hours, always

Ready to stop overpaying for infrastructure?

Book a free 30-minute discovery call. We'll show you exactly where you're leaving money on the table.

🚀 Zero-Downtime Migrations
🔒 SOC 2 Type II
🏥 HIPAA Compliance
📋 ISO 27001
💳 PCI DSS

The CloudATG Weekly Briefing

Security threats, cloud cost insights, and infrastructure trends — delivered every Thursday. Join CTOs and engineering leads who start their week informed.

Read past issues →

Built by engineers who've scaled the systems you depend on.

CloudATG was founded by infrastructure and software engineers who spent over a decade building, scaling, and securing systems at companies like Microsoft, Expedia, and IBM — environments where downtime costs millions and every architecture decision compounds at scale.

We started CloudATG because we kept seeing the same pattern: growing companies burning through cloud budgets with no visibility, scrambling for compliance certifications that block enterprise deals, and losing engineering velocity to infrastructure debt that nobody had time to fix. We knew how to solve these problems because we'd solved them before — at the largest scale in the industry.

Today, we bring that enterprise-grade discipline to startups and mid-market companies through four practice areas: AI development and engineering, Linux systems and DevOps, cloud infrastructure, and security compliance. Our AI practice is where we're pushing hardest — building custom LLM integrations, RAG pipelines, and intelligent product features that give our clients a measurable edge, not just an AI checkbox on their pitch deck.

We're a small, senior team by design. Every engagement is led by an engineer who's shipped production systems at scale — not handed off to juniors after the sales call. That's the CloudATG difference, and it's why our clients stay.

🛡️

Download the SOC 2 Checklist

A 13-phase, step-by-step compliance checklist built by the same engineers who took Payadox from zero to SOC 2 certified for their acquisition. Yours free.

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🧠 AI Development & Engineering

The Problem

Your competitors are shipping AI-powered features while your team is still debating which framework to use. Off-the-shelf models don't understand your domain. Internal prototypes never make it to production. Meanwhile, customers are asking for smarter automation — and they won't wait.

Our Approach

We don't build AI demos — we build AI that runs in production. Every engagement starts with your business problem, not the technology. We identify where intelligence creates measurable value, then architect and deploy purpose-built models designed for your data, your scale, and your users.

From custom LLMs and RAG pipelines to computer vision and predictive analytics, we handle the full lifecycle: data strategy, model development, evaluation, deployment, and ongoing monitoring.

What We Deliver

  • Custom LLM integration and fine-tuning (OpenAI, Claude, open-source models)
  • RAG pipeline architecture — connect AI to your proprietary data
  • ML model development: classification, NLP, forecasting, anomaly detection
  • AI-powered product features: smart search, recommendations, content generation
  • MLOps infrastructure: automated training, versioning, A/B testing, drift monitoring
  • AI strategy consulting: identify high-ROI use cases before writing a line of code
Python PyTorch LangChain OpenAI API Claude API Hugging Face MLflow Vector DBs
Client Story — LeCuckoo Inc

Custom LLM platform for a FoodTech startup

LeCuckoo needed AI at the core of their product — not bolted on as an afterthought. CloudATG designed and is building a custom LLM-powered platform from the ground up, alongside full GCP cloud migration and DevOps automation. The AI isn't a feature — it's the product.

Common Questions

How long until we see a working prototype?
Most projects have a functional proof-of-concept within 2–4 weeks. Production deployment typically follows in 6–10 weeks depending on data complexity.
Do we need a massive dataset to start?
No. We assess what you have and build from there — RAG architectures can deliver value with existing documents, and fine-tuning can work with surprisingly modest data when done right.
Will this integrate with our existing stack?
Always. We design for your environment, not ours. API-first architecture means your AI layer plugs into whatever you're running today.

⚙️ Linux Systems & DevOps

The Problem

Your engineers are spending 40% of their time fighting infrastructure instead of shipping product. Deploys are stressful. Incidents wake people up at 3am. The "DevOps transformation" everyone talks about never seems to land — because it was never architected properly from the start.

Our Approach

We make deploys boring. That's the goal. CloudATG builds GitOps-driven automation that turns your infrastructure into code — versioned, repeatable, and self-healing. We implement CI/CD pipelines that your team actually trusts, container orchestration that scales without surprises, and monitoring that catches problems before your customers do.

We don't just set it up and leave. We operationalize your stack, train your team, and offer ongoing managed support so you never go back to the old way.

What We Deliver

  • CI/CD pipeline design and implementation (GitHub Actions, GitLab CI, Jenkins)
  • Container orchestration with Kubernetes — setup, migration, and optimization
  • Infrastructure-as-Code with Terraform, Ansible, and Pulumi
  • Observability stack: Datadog, Prometheus, Grafana, PagerDuty integration
  • Linux server hardening, patch management, and performance tuning
  • 24/7 incident response and on-call engineering support
Kubernetes Docker Terraform Ansible GitHub Actions Datadog Prometheus Linux
Client Story — LeCuckoo Inc

Full DevOps buildout for a scaling FoodTech startup

LeCuckoo had no CI/CD, manual deployments, and growing pains. CloudATG implemented a complete DevOps pipeline alongside their GCP cloud migration — automated testing, containerized services, and infrastructure-as-code. Their team now deploys multiple times a day with zero manual steps.

Common Questions

How long does a DevOps transformation take?
A functional CI/CD pipeline is typically operational within 2–3 weeks. Full Kubernetes migration and observability setup runs 4–8 weeks depending on the number of services.
Do you replace our existing team?
Never. We work alongside your engineers, build the systems, document everything, and train your team to own it. We're the accelerator, not the replacement.
What if we're still on bare metal or VMs?
That's fine — we've modernized stacks from bare metal to fully containerized. We meet you where you are and build a migration path that doesn't require a rewrite.

☁️ Cloud & Infrastructure

The Problem

Your cloud bill keeps climbing and nobody can explain why. Your architecture was designed for a startup but now serves enterprise traffic. Migrations stall because the risk feels too high. And every month you delay, you're paying a tax on infrastructure debt that compounds.

Our Approach

We right-size your infrastructure and eliminate waste — typical savings of 30–50%. Whether you're migrating from on-prem, consolidating multi-cloud sprawl, or optimizing an architecture that grew organically, CloudATG brings FinOps discipline and deep platform expertise across AWS, GCP, and Azure.

Every engagement starts with a cost and architecture audit. We show you exactly where money is being wasted, what's over-provisioned, and what architectural changes unlock the biggest savings — before we touch a single resource.

What We Deliver

  • Cloud migration: on-prem to cloud, cloud-to-cloud, or hybrid architecture
  • Cost optimization and FinOps: reserved instances, right-sizing, waste elimination
  • Multi-cloud architecture design (AWS, GCP, Azure, hybrid)
  • Auto-scaling and high-availability configuration
  • Disaster recovery and business continuity planning
  • Cloud-native re-architecture for legacy monoliths
AWS GCP Azure VMware FinOps Terraform CloudFormation
Client Story — FoodGong

Azure AKS migration with full HIPAA compliance in 8 weeks

FoodGong had 10 legacy services running on aging infrastructure with no compliance framework. CloudATG developed, migrated, and deployed everything to Azure AKS — fully HIPAA compliant — in 8 weeks flat. Zero patient data incidents. Zero downtime. The clinical team didn't even notice.

Common Questions

How much can we actually save?
Our average client sees 30–50% reduction in cloud spend. We provide a specific savings estimate during the free assessment — before any commitment.
Will migration cause downtime?
Our methodology is designed for zero-downtime migration. We run parallel environments, validate thoroughly, and cut over only when everything is verified.
We're multi-cloud already — is that a problem?
It's an opportunity. We optimize each platform for what it does best and eliminate redundancy. Multi-cloud done right reduces risk; done poorly, it multiplies cost.

🛡️ Security & Compliance

The Problem

An enterprise prospect asks "Are you SOC 2 certified?" and the honest answer is "not yet." A partnership requires HIPAA compliance and you're months away. An acquisition is on the table but the buyer's security review will find gaps you haven't closed. Compliance isn't just a checkbox — it's a revenue gate.

Our Approach

CloudATG treats compliance as a business accelerator, not a burden. We've helped startups go from zero security posture to fully certified in weeks — fast enough to close the deal, thorough enough to survive due diligence. We implement the controls, write the policies, prepare the evidence, and guide you through the audit.

Beyond certification, we build ongoing security into your operations: vulnerability management, penetration testing, security monitoring, and incident response planning — so compliance isn't a one-time project but a permanent advantage.

What We Deliver

  • SOC 2 Type I & Type II certification — readiness, implementation, and audit prep
  • HIPAA compliance for healthcare and health-adjacent products
  • ISO 27001 implementation and certification support
  • PCI DSS compliance for payment processing
  • Penetration testing and vulnerability assessments
  • Security policy development, employee training, and incident response planning
SOC 2 HIPAA ISO 27001 PCI DSS Pen Testing Vanta Drata
Client Story — Payadox

SOC 2 certification and security analysis for a FinTech acquisition

Payadox needed to pass a rigorous security review to close an acquire-hire deal. CloudATG delivered full SOC 2 certification and a comprehensive security analysis on an accelerated timeline. The acquirer's due diligence passed without a single blocker — and the deal closed on schedule.

Common Questions

How fast can we get SOC 2 certified?
SOC 2 Type I can be achieved in 4–6 weeks with focused effort. Type II requires a 3–6 month observation period, but we get you audit-ready immediately so that clock starts ticking sooner.
Do we need to hire a security team first?
No. CloudATG acts as your fractional security team — we implement everything, then hand off to your team with documentation and training. Or we stay on as managed security.
What if we need multiple certifications?
Most controls overlap. SOC 2 + HIPAA share about 60% of requirements, so pursuing both simultaneously is faster and cheaper than doing them sequentially.