Business Analyst Community & Resources | Modern Analyst

AI Requirements Spec – Starter Template

adrian — Mon, 15 Dec 2025 00:55:00 GMT

This starter template is a structured, copy/paste-ready “container” for converting workshop answers into a usable requirements package that teams can actually build and test against. It provides clear sections for the most important AI requirements categories: use case and AI role; scope boundaries; users and workflow context; measurable success metrics; inputs and data sources with authoritative “source of truth” rules; access and privacy constraints (least privilege, retention, logging, and training usage); output contract (format, required fields, tone/style); guardrails (refusals, disallowed content/actions, escalation triggers); fallback behavior for low confidence; quality and non-functional requirements (metrics, thresholds, latency); testing and acceptance (golden dataset and sign-offs); monitoring and operations (signals, alerts, incident triggers); and change control (versioning, approvals, rollback, audit trail).

The template is intentionally lightweight: it helps teams document what they know, flag what they don’t know as explicit TBDs, and generate discovery tasks rather than relying on assumptions. BAs can use it as a PRD section, a Confluence page, an epic attachment, or a governance artifact—especially valuable for regulated environments where traceability, accountability, and auditability matter.

AI Requirements Starter Kit – 20 Questions Checklist

adrian — Mon, 15 Dec 2025 00:51:00 GMT

This checklist is a practical, BA-friendly worksheet designed to turn “Let’s add AI” into a clear, testable set of requirements before anyone commits to building. It contains 20 must-ask questions organized into the exact sequence that prevents common AI project failures: vague use cases, undefined success metrics, unclear data access, inconsistent outputs, missing guardrails, and “we’ll figure out testing later.” Each question includes a short explanation of why it matters, plus the specific output artifact you should capture (for example: a problem statement, a source-of-truth hierarchy, an access matrix, an output contract, refusal rules, escalation triggers, a golden test set, and monitoring thresholds).

The checklist is intentionally written for cross-functional workshops—BAs can run it with product, engineering, data/ML, security, and compliance in a 60–90 minute kickoff and leave with shared clarity. It’s also useful as a readiness gate: if your team cannot answer most of the questions with reasonable confidence, that is a signal to pause and do targeted discovery rather than rushing into a prototype that later creates rework, risk, or stakeholder distrust. Use it as a printable handout, a meeting agenda, or a paste-into-notes checklist.

BABOK 3.0 Tasks vs. Techniques

snikookar — Tue, 20 Oct 2020 04:49:00 GMT

This poster provides information related to the BABOK® 3.0 Tasks vs.Techniques. This is version 2 of this poster with better quality and printable (PDF).

This poster is useful for people who want to learn about the BABOK® standard and prepare for the IIBA® exams as well as people who want to use BABOK® in their work.

Face-to-Face (F2F) and Virtual Meeting Risk Planning - Quick Reference Guide

adrian — Mon, 07 Sep 2020 23:35:00 GMT

This guide assumes that the reader is familiar with risk analysis and facilitation techniques. Note that only negative risk is addressed in this guide. Besides threats, positive risk (opportunities) may be considered by the facilitator.

BABOKv3 - A Summary

Alan Maxwell — Sun, 24 Mar 2019 23:21:00 GMT

A 2 page summary of the IIBA BABOKv3 information to help prepare for the CCBA + CBAP exams and as a general reference.

BABOK 3.0 Big Picture Poster

snikookar — Sat, 13 Feb 2016 02:44:00 GMT

This poster provides a big picture the new version of BABOK standard (version 3).

By using this poster (Mind Map), you can learn about Tasks, Knowledge areas, Guidelines and Tools, Stakeholders and Techniques. This poster has been designed in A3 size and it helps you to learn and understand a high level view of BABOK 3.0 standard and use it for studying or at your work.

BABOK 2.0 Snapshots

snikookar — Sun, 05 Jan 2014 12:27:00 GMT

This is a package includes seven snapshots which cover Knowledge Areas and Underling Competencies in BABOK v2.0.

BABOK 2.0 - The Big Picture

adrian — Sat, 21 Apr 2012 05:56:00 GMT

BABOK 2.0 - The Big Picture

BABOK 2.0 Tasks and Techniques

adrian — Sat, 21 Apr 2012 05:43:00 GMT

BABOK 2.0 Tasks and Techniques

BABOK 2.0 Tasks, Inputs, and Outputs

adrian — Sat, 21 Apr 2012 05:34:00 GMT

BABOK 2.0 Tasks, Inputs, and Outputs

Requirements SL-07 - Template with Examples

adrian — Sat, 21 Jan 2012 19:20:00 GMT

Business Analysts, IT developers and consultants often ask for sample requirements specification as a starting point in their specific project. This document is such a specification. It is a template filled out with a complex example: requirements for an Electronic Health Record system (EHR).

CBAP Prep -> BABOK V2.0 Mindmap: Knowledge Areas and Associated Tasks, Inputs and Outputs

adrian — Mon, 11 Apr 2011 03:53:00 GMT

Great CBAP Preparation Resource: Expandable BABOK V2.0 Mindmap including Knowledge Areas and Associated Tasks, Inputs and Outputs

Volere Atomic Requirements Template

adrian — Tue, 17 Jun 2008 05:15:00 GMT

The Volere Snow Card is a great way to capture the various attributes of a specific (atomic) requirement. Print this out and use it in your own requirements gathering workshop.

Volere Stakeholder Analysis Template

adrian — Tue, 17 Jun 2008 04:55:00 GMT

This template helps you to identify the stakeholder roles, the representative(s) of each role and the type(s) of knowledge that you need from them for your given project.