Deploy your own chatGPT-like assistant on AWS
Don't get caught up in the AI Game of Thrones
We build custom AI applications on AWS and transform how development teams ship software. From AI-powered products to developer workflow automation—we help you move faster and build better.
Real results, not AI hype.

AI is changing how software gets built.
We help you lead that change.
We build AI-powered applications and help development teams adopt AI workflows. Practical solutions, not experiments.

We build custom AI applications that solve real business problems. From intelligent automation to conversational agents, we turn AI capabilities into production-ready products.

Transform how your team builds software with AI-powered development workflows. We implement Claude Code, custom AI agents, and spec-driven development practices.

We ship production-ready applications at 10× speed using AI-powered development. Design, development, deployment—built the modern way with AI tools in the loop.

Solid AWS foundations that support AI workloads and modern applications. We design cloud architectures optimised for performance, security, and cost efficiency.

Our architects are builders first. We design systems that leverage AI where it makes sense and proven patterns where it doesn't. Pragmatic, not trendy.

Move to cloud or modernise existing systems. We help you adopt AI-ready architectures and modern development practices without disrupting your business.
Technical insights and practical guides from our team.

Don't get caught up in the AI Game of Thrones

Death to all (most) long-lived API keys!

Least-privilege is what all the cool kids are doing


We handle the AI, software, and cloud side. Some clients also need operational software that helps the business run day to day.
Why wait? Get in touch with us today to have a yarn about how we can help.
info@mckinnelconsultants.co.nz
(+64) 20 4099 7112 (Chris)