Machine-First Architecture: A methodology for building websites and digital ecosystems that work for machines first and humans always.

Machine-First Architecture is a design and development methodology created by Slobodan (Sani) Manić, a website optimisation consultant with over 15 years of experience in web development, conversion rate optimisation, and technical SEO. The methodology starts with what machines need to consume, understand, and act on, then layers the human experience on top. Machine-First Architecture addresses the full scope of machine interaction: identity resolution, information extraction, content attribution, and autonomous transaction completion.

Machine-First Architecture applies the same logic as mobile-first design to a new reality. Mobile-first design recognised that the small screen was the primary context for most users and designed for that constraint first. Machine-First Architecture recognises that machines are becoming the primary way people discover, evaluate, and transact with businesses. It designs for that constraint first.

Machine-first does not mean human-last. Designing for the most constrained consumer of a digital presence, a machine that cannot interpret visual layouts, guess at meaning, or recover from ambiguity, creates a foundation that serves all visitors more effectively.

See the framework in practiceAll four pillars applied to a fictional company, with code examplesRead →

Getting Started

Machine-First Architecture is a methodology, not a one-time project. The four pillars are sequential. Each builds on the previous. Together they represent a process for building or rebuilding a digital presence with machines as the primary design constraint.

For new builds, start at Identity and work through the framework sequentially. Define the machine-readable identity before designing the site. Build data models before choosing templates. Structure content for machines before polishing for humans. Design interaction pathways before adding the visual layer.

For existing digital presences, start with an assessment against each pillar to identify the largest gaps.

To see what the framework looks like when it ships, read the complete example applying all four pillars to a fictional company.

The Machine-First Architecture assessment tool is in development and will be available on this site.