Transform how your engineering team delivers software with AI-powered development workflows. We help teams adopt spec-driven development practices that deliver measurable velocity improvements—not incremental gains, but fundamental transformation in how software gets built.
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Our AI developer onboarding programme delivers quantifiable improvements across your engineering organisation.
A comprehensive transformation programme that equips your team with the skills, tools, and workflows to leverage AI in software development.
Transition your team from ad-hoc prompting to structured, spec-driven development. AI executes against clearly defined contracts while your engineers own architecture decisions and strategic direction.
This methodology ensures consistent output patterns, managed technical debt, and predictable results from day one. Your team learns to write specifications that AI can execute reliably, every time.
Codebase-aware AI agents that understand your architecture, coding standards, and domain context. These agents integrate seamlessly with your existing toolchain—GitHub, Jira, Slack, and CI/CD pipelines.
Deployed on your infrastructure for maximum security and compliance. Personalised workflows accommodate different developer experience levels across your organisation.
Complete automation from ticket to deployment: AI picks up tasks, generates code and tests, creates pull requests, addresses review comments, and manages the merge process—all with minimal human intervention.
Your engineering team focuses on architecture, code review, and strategic decisions while AI handles implementation details.
We evaluate your current development practices, toolchain, and team structure to identify the highest-impact opportunities for AI integration.
Deploy custom AI agents, configure integrations, and establish spec-driven workflows tailored to your codebase and processes.
Hands-on training with your engineering team to ensure adoption, address questions, and refine workflows based on real-world usage.
Book a consultation to discuss how AI-powered development workflows can accelerate your engineering organisation.
Use our calculator to get an idea of how much we'll cost you before going ahead.
CalculateWhy 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)
McKinnel Consultants is a team of AWS, AI, and software experts helping you build smarter systems on the cloud.
