Business Analysis Academy · Interactive Learning Tool

Acceptance Criteria Generator

Turn a requirement or user story into clear, testable acceptance criteria. Cover successful behavior, validation rules, boundary conditions, alternate and negative behavior, persistence and completion conditions using a structured Given–When–Then approach.

Demonstration at a glance
Level Foundation–Intermediate
Typical duration 12–18 minutes
Techniques Acceptance Criteria · Given–When–Then · Boundary Analysis
Mobile design Stacked criteria cards with full readable text
Demonstration overview

Translate Requirements Into Observable Conditions for Acceptance.

Acceptance criteria define what must be true for a requirement, story or capability to be accepted. They improve shared understanding, support testing and expose missing rules or edge conditions before delivery.

  • Start from a clear requirement or user outcome.
  • Define the successful observable behavior.
  • Include material validation and business rules.
  • Test relevant boundaries, alternate paths and failure conditions.
  • Keep criteria specific and testable without prescribing unnecessary implementation design.
Guided Demonstration

Acceptance Criteria Generator — Step by Step

Eight locked stages move from requirement context and coverage design through positive, boundary and negative conditions to Given–When–Then construction and final quality review.

Learning stages
Foundation Stage 1 of 8

Establish the Requirement Context

Current instruction
Interactive Acceptance Criteria Workspace

Supporting Document Upload

Establish the requirement context before generating acceptance criteria.

100%
Criteria status: Establish the requirement context.
Supporting Criteria Register

Acceptance Criteria Register

The final register keeps all criteria visible by category and purpose for review, refinement and test design.

Experiment Mode

Generate a Draft Criteria Set

Experiment Mode is isolated from the guided example. Enter a capability, actor, success outcome and key rule to generate a small draft set that you can refine further.

Check Your Understanding

Quick Knowledge Check

Choose an answer, then check it.
Acceptance Criteria Quick Reference

Core Criteria-Writing Rules

Specific

State one clear condition or behavior and avoid vague wording such as “works correctly.”

Testable

Describe an observable outcome that can be demonstrated or verified.

Boundary-Aware

Where thresholds matter, test the boundary and the nearest meaningful value outside it.

Given–When–Then

Given = context; When = event/action; Then = expected observable outcome.

Important: acceptance criteria are not a substitute for all requirements analysis. Add business rules, data definitions, process logic, non-functional requirements or models when the criteria alone do not provide sufficient shared understanding.