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PDF guide, fillable PDF workbook, editable Markdown tools, JSON tools and evidence
What It Is For
One measured AI-assisted workflow with an explicit owner.
Intended for: Small teams deciding where AI should and should not enter repeated operational work.
Three Decisions It Helps You Make
- 01
What real situation or decision will you use this for?
- 02
What evidence, assumptions and limits must be visible before you act?
- 03
What result or review point will tell you to continue, adapt, pause or stop?
Price and Package
What this edition does not promise
- A working aid, not a guarantee of a commercial, career or personal outcome.
- It does not replace legal, regulatory, clinical, financial or employer-specific advice.
- Human release review and fulfilment testing remain required.
Source Corpus Acknowledged
The method acknowledges OpenAI and Anthropic evaluation guidance, public risk frameworks and the EU AI Act corpus. These sources shape questions and controls; they do not certify a workflow.
11 named sources and transfer limits
- OpenAI, Working with evals. — Treat evaluation criteria, representative data and repeatable runs as part of AI product development. Limit: An evaluation measures its chosen cases and graders; it cannot establish universal fitness or safety.
- Anthropic, Demystifying evals for AI agents. — Evaluate multi-step behaviour, tool use, state changes and outcomes rather than only the final answer. Limit: Evaluation advice does not remove the need for use-case-specific controls and independent review.
- Anthropic, Building effective agents. — Distinguish predefined workflows from agents that dynamically direct their process and tool use. Limit: Provider experience is useful design input, not independent proof that an agent is suitable.
- NIST AI Risk Management Framework 1.0. — Structure governance, mapping, measurement and management questions. Limit: The framework is voluntary and contextual; using it does not certify a system.
- NIST AI 600-1, Generative Artificial Intelligence Profile. — Identify generative-AI risks, measurement needs and lifecycle controls. Limit: A profile supports risk work; it does not make a use case safe.
- OECD AI Principles. — Keep human-centred values, transparency, robustness and accountability visible. Limit: Principles require contextual implementation and are not a technical test suite.
- Mitchell et al. (2019), Model Cards for Model Reporting. — Record intended use, evaluation context, limitations and performance evidence. Limit: Documentation quality does not establish fitness for a new use case.
- Google Cloud, Prompt design strategies. — Ground prompt iteration in clear instructions, context, examples and testing. Limit: Vendor guidance is model-specific and changes with products.
- MIT AI Agent Index. — Keep agent capability, deployment and safety claims inspectable. Limit: Coverage is selective and time-bounded; absence or inclusion is not certification.
- Regulation (EU) 2024/1689, Artificial Intelligence Act. — Keep provider, deployer, risk, transparency and human-oversight questions visible where EU scope may apply. Limit: Classification and obligations are context-dependent; this product is not legal advice.
- European Commission, AI Act regulatory framework. — Prompt a current implementation and application-date check rather than relying on remembered summaries. Limit: Implementation material changes; users must verify the current official position and their role.
Corpus review: 2026-07-19. Provider documentation is operational guidance, not independent validation or endorsement.
Frequently Asked Questions
What is AI Workflow Decision Kit?
AI Workflow Decision Kit is ai operating system designed to help small teams deciding where ai should and should not enter repeated operational work. one measured AI-assisted workflow with an explicit owner.
What do I receive with AI Workflow Decision Kit?
PDF guide, fillable PDF workbook, editable Markdown tools, JSON tools and evidence
Can I buy or download AI Workflow Decision Kit now?
No. This is a forthcoming preview. Checkout and delivery stay disabled until named human approval and fulfilment checks are recorded.
