AI Products & IT Services

Agents that do the work. Infrastructure that stays up.

NimbusOS builds AI pipelines on AWS — Python agents on ECS, invoked through a custom MCP server — and the cloud, identity and endpoint foundation underneath them.

Services

Four things,
done properly.

You are not handing this to a junior. Every engagement is scoped, architected and delivered by the same engineers who have run production AWS for healthcare, fintech and manufacturing.

01 — Flagship

AI Agents & Automation

Containerised Python agents on AWS ECS Fargate, exposed through a custom Model Context Protocol server so your existing tools can call them natively. Plus website agents that qualify leads and book appointments while you sleep.

24/7Agent availability
<2sTypical invocation
ECS Fargate MCP Bedrock Python CodeDeploy
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02

Cloud Engineering

AWS and Azure that survives an audit — VPC and IAM design, EKS and ECS, Terraform and CloudFormation, disaster recovery, and FinOps work that finds real money.

Terraform EKS Route 53 FinOps CloudFormation
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03

Tenant Migrations & Identity

Microsoft 365, Intune, Entra and Okta SSO and 1Password — including full tenant-to-tenant consolidation after a merger, with mail flow and MFA intact on Monday morning.

Microsoft 365 Intune Okta Entra 1Password
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04

Managed IT & Endpoint Security

NinjaOne RMM, Netskope DLP, CrowdStrike and patch discipline — plus the fractional leadership to build a helpdesk, not just staff one.

NinjaOne Netskope CrowdStrike vCIO
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05 — Also

End User Computing & Disaster Recovery

AWS Workspaces and AppStream 2.0 at scale, plus Elastic Disaster Recovery from on-prem into AWS when the datacentre is the single point of failure.

AWS Workspaces AppStream 2.0 Elastic DR Terraform
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Products

What we
ship ourselves.

Apps, agents and sites we build and run under our own name — not just for clients. The same engineering we bring to your infrastructure, pointed at our own.

HiveMindAIT

HiveMindAIT

Coming soon

Your virtual IT helper — one backend, every device.

An AI-powered IT support ecosystem for small and medium businesses. An employee captures whatever they are stuck on — a screenshot, a browser error, or a phone photo of a machine that will not boot — and gets clear, step-by-step instructions back in seconds.

  • Capture from desktop, browser or phone camera
  • AI vision analysis with step-by-step fixes
  • Self-learning knowledge base that compounds
  • Escalation to a live technician when AI is not enough
iOS Android Chrome extension Windows
AI vision Supabase Vector search Electron Chrome APIs
Case studies

Work that
went into production.

Real engagements, described as specifically as the client agreements allow.

Agentic AI · AWS · 2026

An AI pipeline on ECS, driven by a custom MCP server

Professional services client

Python agents running as containerised tasks on ECS Fargate, invoked through a purpose-built MCP server so the client's own tools could call them like any other function.

ECS Fargate Custom MCP Python CodeDeploy CloudWatch
Read the case study
24/7 Agent availability, no human in the loop
<2s Typical end-to-end invocation
100% Invocations logged and auditable
Cloud · M&A · 2025

Two AWS accounts into one, during a merger

AWS Advanced Tier partner engagement

Setting up AWS Organizations and consolidating two separate accounts under a single master, with consolidated billing, service control policies and rebuilt IAM.

AWS Organizations SCP IAM Cost Optimization
Read the case study
2 → 1 AWS accounts under one master
SCP Guardrails applied org-wide
One bill Consolidated billing from day one
End user computing · 2024

Nine hours to thirty minutes: automated desktop provisioning

Remote engineering team

A custom automation that created AWS Workspaces in batches from a CSV imported through Active Directory, for a remote desktop rollout that had been manual.

AWS Workspaces Custom AMI Active Directory Automation
Read the case study
9h → 30m Per-desktop provisioning time
Batch Provisioning from a single CSV
Managed IT · 2022

A 70% cut in ticket volume through RMM automation

IT finance management platform

Rolling out NinjaOne RMM to streamline endpoint support and management, with Netskope for data loss prevention across Windows and macOS.

NinjaOne RMM Netskope Patch Management
Read the case study
70% Reduction in support tickets
Win + Mac DLP coverage across both platforms
15+ Years in production infrastructure
2,500 Users supported nationwide
70% Ticket volume cut with RMM automation
9h→30m Desktop provisioning, automated
Process

Every step
has an artifact.

01

Assess

A real inventory: cloud accounts, identities, endpoints, licenses, spend. You get the findings document at the end of this step whether or not you hire us — it is yours either way.

02

Architect

A diagram, a runbook and a cost model before a single resource is provisioned. Nothing gets built until you have signed off on what it will look like and what it will cost to run.

03

Automate

Delivered as code — Terraform, CloudFormation, PowerShell, Bash — checked into your repository, not ours. Nothing important lives only in one person's head.

04

Operate

Monitoring, patch cadence and quarterly reporting, or a clean handoff with documentation good enough that your team can actually run it. Your call.

About

Engineers, not an agency.

NimbusOS is a cloud and AI engineering practice built on fifteen years inside other people's production infrastructure — an AWS Advanced Tier partner, a private healthcare company, an IT finance platform, a national medical logistics operator and a healthcare nonprofit.

That range is the point. The people designing your AWS landing zone are the same people who have migrated an Exchange organisation to Microsoft 365, rolled out Intune and MFA across a full staff, and cut a support queue by 70% with RMM automation. One accountable team, start to finish.

The work leans hard into AI now — agentic pipelines on AWS, custom MCP servers, booking agents living on client websites — without pretending the fundamentals stopped mattering.

NimbusOS Inc. 12172 S. Route 47, STE 136
Huntley, IL 60142 // Greater Chicago area and remote clients nationwide
Contact
Tell us what's breaking — or what's next.

Discovery calls are free and specific. Bring the problem; leave with an approach, hired or not.

[email protected] +1 773-213-8118 Mon–Fri · 8:00am–6:00pm CT

Goes straight to us, not a queue. Never send passwords, API keys or card details through this form.

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