An open standard, an implementation guide, and a decision framework, no consulting cycle required.
AI-Native System Specification Standard: an open standard for describing tasks and requirements for AI systems. Helps formulate input, output, rules, and invariants so AI behavior is predictable for both humans and implementation.
Especially useful where larger studios' built-in engineering discipline is missing: for solo developers, small teams, AI-native projects. v1.4, license CC BY 4.0.
FreeFree guide: five stages of implementing AI in a department: audit, selection, specification, implementation, scaling, at the level of principles.
Full version: instructions for each stage, table templates, and a case study.
Helps decide whether a task is worth automating, which approach to take, and where to start, before hiring a contractor or buying tools.
Basic version
Extended version for teams
Full set with support
Describe what's happening in your department in a couple of sentences. You'll get an honest answer on whether it's worth doing and where to start.
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