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Provenance Requirements Template

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Provenance Requirements Template

A practical, copy/paste Provenance Requirements Template for business analysts, systems analysts, and product managers building AI-enabled features. Use it to specify “Why should I believe this?” as testable requirements: citations and sources, freshness SLAs, confidence/uncertainty behavior, conflict handling, “what changed” explanations, and audit export fields. Includes ready-to-fill tables and a minimum set of validation tests so provenance becomes shippable product behavior—not a vague guideline.

Guardrails Catalog Template (with Starter Examples)

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Guardrails Catalog Template (with Starter Examples)

A copy/paste Guardrails Catalog you can use to turn vague AI “be safe” guidance into testable Allowed / Not Allowed requirements. Includes a blank catalog table plus 10 starter guardrails written in acceptance-criteria style (forbidden actions, restricted data, safe defaults, refusal wording, and validation steps). Designed for business analysts, systems analysts, and product managers shipping AI-enabled features.

AI Requirements Spec – Starter Template

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AI Requirements Spec – Starter Template
This starter template is a structured, copy/paste-ready “container” for converting workshop answers into a usable requirements package tha...

AI Requirements Starter Kit – 20 Questions Checklist

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AI Requirements Starter Kit – 20 Questions Checklist
This checklist is a practical, BA-friendly worksheet designed to turn “Let’s add AI” into a clear, testable set of requirements befo...
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Requirements-Friendly Data Dictionary Template

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Requirements-Friendly Data Dictionary Template
This template is intended to support capturing data requirement details (about Records and Fields) as part of the process of eliciting detailed f...
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COTS Information System Detailed Requirements Template

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COTS Information System Detailed Requirements Template
This spreadsheet-based template is intended to support documenting detailed requirements (DTRs) discussed in the article “What Requirements Are ...

5 Reasons Why Enterprises Need Workflow Automation

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5 Reasons Why Enterprises Need Workflow Automation
This free guide provides five reasons why enterprises should implement no-code workflow automation to dramatically streamline operations, reduce ineff...
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