# Hardware.co Launches Custom AI Hardware and Private AI Infrastructure Solutions, Powered by DEV.co

- Link: https://www.thailand-business-news.com/pr-news/hardware-co-launches-custom-ai-hardware-and-private-ai-infrastructure-solutions-powered-by-dev-co
- Published: 2026-10-12T20:48:00+07:00
- Author: MarketersMEDIA Newswire

_New venture combines purpose-built GPU workstations, enterprise AI servers, private
large language model deployment, and ongoing infrastructure management to help businesses
bring artificial intelligence in-house._

Seattle, Washington, United States, October 12, 2026 — **[Hardware.co](https://hardware.co)**,
a new provider of custom artificial intelligence hardware and infrastructure solutions,
today announced its launch in collaboration with the custom AI software development
team at **[DEV.co](https://dev.co)**. The company aims to simplify the process of
designing, deploying, and managing the specialized computing infrastructure businesses
need to run artificial intelligence workloads privately, securely, and cost-effectively.

As enterprises accelerate their adoption of **[private large language models (LLMs)](https://llm.co)**,
autonomous AI agents, machine learning, and data-intensive applications, the demand
for specialized computing infrastructure continues to expand. However, organizations
seeking to deploy AI outside traditional public cloud environments often face a 
fragmented market of hardware vendors, GPU manufacturers, systems integrators, and
software consultants.

Hardware.co was established to bridge that gap, providing businesses with a single
resource for custom hardware configuration, GPU selection, AI infrastructure architecture,
private model deployment, and ongoing technical support.

“Most businesses looking to implement private AI don’t want to become experts in
GPUs, inference engines, server architecture, or model optimization. They want a
system that works, protects their information, and delivers a measurable return 
on investment,” said **Nate Nead, CEO of DEV.co and founder of Hardware.co**. “Hardware.
co is designed to make enterprise-grade AI infrastructure more accessible. We’re
combining purpose-built hardware with the engineering talent required to actually
deploy and operate AI systems. The goal isn’t simply to sell servers. It’s to deliver
complete AI computing solutions that businesses can own and control.”

**Bringing Private AI Infrastructure Within Reach**

Hardware.co’s initial focus includes custom GPU workstations, rack-mounted AI servers,
on-premises LLM appliances, multi-GPU computing systems, and hybrid infrastructure
configurations designed around specific organizational requirements.

Potential applications span financial services, healthcare, legal services, manufacturing,
software development, and other industries where data privacy, performance, customization,
and predictable operating costs are important considerations.

Rather than recommending standardized configurations for every customer, Hardware.
co intends to align hardware specifications with individual workloads, evaluating
factors such as model size, memory requirements, concurrent users, inference throughput,
data sensitivity, and anticipated growth.

The company’s approach also emphasizes flexibility across the rapidly evolving open-
weight AI ecosystem. Businesses deploying models from families such as Llama, Qwen,
Mistral, and DeepSeek can evaluate infrastructure optimized for their particular
applications without relying exclusively on third-party hosted AI services.

“AI infrastructure is becoming a strategic business decision, not just an IT purchasing
decision,” said **Timothy Carter, Chief Revenue Officer at DEV.co**. “Companies 
are increasingly asking whether they should continue paying for cloud-based AI consumption
or invest in private infrastructure they can control. The answer depends on utilization,
security requirements, workload predictability, and total cost of ownership. Hardware.
co gives us an opportunity to help clients evaluate those tradeoffs and implement
the right solution, rather than forcing every organization into the same deployment
model.”

**More Than Hardware: An Integrated AI Development Ecosystem**

A central component of Hardware.co’s strategy is its relationship with DEV.co, which
provides custom software engineering, private LLM deployments, retrieval-augmented
generation (RAG), AI agent development, and enterprise integrations.

Through this collaboration, customers can pursue end-to-end projects that include
hardware procurement and configuration, operating system installation, model serving,
vector databases, enterprise application integration, performance optimization, 
and ongoing maintenance.

The combined capabilities are intended to eliminate the disconnect that frequently
occurs when organizations purchase expensive AI hardware without having the internal
expertise necessary to make productive use of it.

For example, an investment firm could deploy an on-premises AI system designed to
process confidential financial documents, analyze investment opportunities, and 
support internal research workflows. A law firm could establish a private AI environment
for document review, contract analysis, and knowledge retrieval. Manufacturers could
configure specialized systems for predictive maintenance, computer vision, quality
control, and proprietary data analysis.

Each environment can be engineered around the customer’s operational and security
requirements, with deployment and governance controls tailored to the use case.

**A Long-Term Shift Toward Managed AI Infrastructure**

Beyond individual hardware sales, Hardware.co is positioning itself to support organizations
throughout the operational life of their AI systems.

As open-weight models become more capable and efficient, businesses will need infrastructure
that can adapt to changing model requirements without requiring a complete replacement
of their computing environment.

Hardware.co’s longer-term service strategy includes infrastructure monitoring, software
updates, model migration, performance tuning, security maintenance, and hardware
lifecycle planning.

The company believes this combination of physical infrastructure and recurring technical
services represents an attractive model for organizations seeking the control of
private AI without the expense of building a dedicated internal AI infrastructure
team.

“There’s a misconception that AI is exclusively a software market,” said **Samuel
Edwards, Chief Marketing Officer at DEV.co**. “The physical infrastructure behind
AI is equally important, particularly as businesses begin evaluating private deployments
and more specialized workloads. Hardware.co is positioned at the intersection of
those two markets. We’re building a brand around helping companies understand what
infrastructure they actually need, why they need it, and how to turn that investment
into practical business value.”

**Supporting the Next Generation of Enterprise AI**

The launch comes as businesses reconsider how they acquire and operate AI computing
resources. While public cloud platforms offer flexibility and rapid deployment, 
private and hybrid environments can provide compelling alternatives for organizations
with sensitive information, sustained workloads, specialized applications, or greater
requirements for infrastructure control.

Hardware.co plans to serve businesses ranging from smaller organizations seeking
dedicated AI workstations to enterprises evaluating larger GPU clusters and customized
private AI environments.

The company will also emphasize infrastructure designed around real-world usage 
rather than theoretical peak computing capacity, helping customers avoid unnecessary
hardware expenditures while retaining a path for future expansion.

“We believe the future of AI infrastructure will be hybrid, distributed, and increasingly
tailored to individual business requirements,” added Nead. “Some workloads will 
always make sense in the cloud. Others will be better served on hardware that an
organization owns or controls. Our job is to help clients make that distinction 
and give them the engineering resources to execute successfully.”

**About Hardware.co**

**Hardware.co** is a custom AI hardware and infrastructure solutions provider focused
on GPU workstations, enterprise AI servers, private LLM systems, and specialized
computing environments. Working alongside experienced AI software engineers, the
company helps organizations evaluate, configure, deploy, and manage computing infrastructure
tailored to artificial intelligence and machine learning applications. Hardware.
co serves businesses seeking greater control over AI performance, privacy, scalability,
and long-term infrastructure costs.

**About DEV.co**

**DEV.co** is a custom software development company specializing in enterprise applications,
artificial intelligence, web and mobile development, SaaS platforms, and AI-powered
business automation. The company’s engineering capabilities include private LLM 
deployment, AI agent development, retrieval-augmented generation, enterprise integrations,
and custom AI systems. DEV.co works with organizations to design, develop, and deploy
software solutions tailored to their specific operational requirements.

Contact Info: 
Name: Samuel EdwardsEmail: [Send Email](https://send.releasecontact.com/89205892)
Organization: Digital.MarketingWebsite: [https://digital.marketing](https://digital.marketing)

Release ID: 89205892

Should you detect any errors, issues, or discrepancies with the content contained
within this press release, or if you need assistance with a press release takedown,
we kindly request that you inform us immediately by contacting [error@releasecontact.com](https://www.thailand-business-news.com/pr-news/error@releasecontact.com)(
it is important to note that this email is the authorized channel for such matters,
sending multiple emails to multiple addresses does not necessarily help expedite
your request). Our expert team will be available to promptly respond and take necessary
steps within the next 8 hours to resolve any identified issues or guide you through
the removal process. We value the trust placed in us by our readers and remain dedicated
to providing accurate and reliable information.

**Source** : [Hardware.co Launches Custom AI Hardware and Private AI Infrastructure Solutions, Powered by DEV.co](https://news.marketersmedia.com/hardwareco-launches-custom-ai-hardware-and-private-ai-infrastructure-solutions-powered-by-devco/89205892?rand=206000)

    ```wp-block-verse
    The information provided in this article was created by MarketersMEDIA Newswire, our news partner. The author's opinions and the content shared on this page are their own and may not necessarily represent the perspectives of Thailand Business News.
    ```