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AI-Native Engineering and Architecture Consulting.

BronzeChrome Consulting, LLC is a California-based AI-native software engineering and architecture consulting firm. Through its AiA Systems technology practice, BronzeChrome designs and delivers agentic AI platforms, RAG pipelines, LLM integrations, autonomous systems, and enterprise software for clients across healthcare, financial services, manufacturing, and emerging technology. Principal architect and managing consultant: Julius Castillo, Jr. — 30+ years of production engineering experience across polyglot stacks, cloud-native infrastructure, and AI-native development environments including Claude Code and OpenAI Codex.

We partner with small and mid-size companies — healthcare providers, manufacturers, financial services firms, and technology-forward businesses — that need senior-level AI and software engineering expertise without the overhead of a full-time engineering department. Whether you need an autonomous AI platform built from scratch, an existing system modernized, or a fractional technical leader to guide your team, BronzeChrome delivers production-grade outcomes with the accountability of a dedicated partner.

  • Min project size
    $5,000+
  • Hourly rate
    $100 - $149 / hr
  • Employees
    Freelancer
  • Year founded
    Founded 2025

Overview by:

Reviewer avatar
Julius Castillo
Principal AI Engineer & Architect About the Team

Service Lines
Computer Engineering
10%
AI Agents
5%
Digital Engineering
5%
Microservices Architecture Services
5%

No Focus Areas have been added yet…

Industries
Information technology
40%
Financial services
20%
Medical
20%
Business services
10%
Manufacturing
10%
Clients

No Clients have been added yet…

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Our Story

BronzeChrome Consulting, LLC delivers AI-native software engineering and architecture consulting through its AiA Systems technology practice. Led by Julius Castillo, Jr. — 30+ years of production engineering experience — we design and build agentic AI platforms, RAG pipelines, LLM integrations, and enterprise software for small and mid-size companies that need senior-level technical expertise without the overhead of a full-time engineering department.

Meet the Team

Julius Castillo

Julius CastilloPrincipal AI Engineer & Architect

Principal AI Engineer & Architect. 30+ years of production engineering. Founder of AiA Systems. Builder of agentic & autonomous AI systems. Creator of the CEDA Framework and Nuke-M Methodology.

What Sets Us Apart

Senior-Level Builder, Not a Manager

With 30+ years of hands-on production engineering experience, Julius Castillo, Jr. writes production code daily — architecting and building agentic AI platforms, autonomous systems, and enterprise software from first principles. You get a principal-level engineer, not a project coordinator.

AI-Native Engineering, Every Day

We operate daily in AI-native engineering environments using Claude Code and OpenAI Codex — not as novelties, but as governed engineering tools with human accountability retained throughout. We integrate LLMs from OpenAI, Anthropic, DeepSeek, and Hugging Face into production systems.

Original AI Engineering Methodology

Creator of the CEDA Framework and Nuke-M Methodology — a publicly published AI-native software engineering discipline governing agentic delivery, spec-driven development, and governed AI-assisted engineering. Published at aiasystems.org.

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