Purpose
State the business decision the dashboard supports.
4.8
on G2
Free Data, AI & Analytics Template
Definition and acceptance criteria for a [dashboard] build
Use this template to definition and acceptance criteria for a [dashboard] build.
| Field | Details |
|---|---|
| Category | Data, AI & Analytics |
| Owner | [Team or owner] |
| Version | [Version number] |
| Effective Date | [Date] |
| Review Cycle | [Monthly / Quarterly / Annual / Event-based] |
| Status | [Draft / In Review / Approved] |
State the business decision the dashboard supports.
| Item | Details | Owner | Status |
|---|---|---|---|
| [Item or requirement] | [Describe the relevant detail, evidence, or decision] | [Owner] | [Open / Complete] |
| [Item or requirement] | [Describe the relevant detail, evidence, or decision] | [Owner] | [Open / Complete] |
[Add context, assumptions, exceptions, evidence links, screenshots, calculations, or reviewer comments.]
Identify primary users, review cadence, and required permissions.
| Item | Details | Owner | Status |
|---|---|---|---|
| [Item or requirement] | [Describe the relevant detail, evidence, or decision] | [Owner] | [Open / Complete] |
| [Item or requirement] | [Describe the relevant detail, evidence, or decision] | [Owner] | [Open / Complete] |
[Add context, assumptions, exceptions, evidence links, screenshots, calculations, or reviewer comments.]
Define each metric with formula, grain, target, and caveats.
| Item | Details | Owner | Status |
|---|---|---|---|
| [Item or requirement] | [Describe the relevant detail, evidence, or decision] | [Owner] | [Open / Complete] |
| [Item or requirement] | [Describe the relevant detail, evidence, or decision] | [Owner] | [Open / Complete] |
[Add context, assumptions, exceptions, evidence links, screenshots, calculations, or reviewer comments.]
List global filters, default values, and required interactions.
| Item | Details | Owner | Status |
|---|---|---|---|
| [Item or requirement] | [Describe the relevant detail, evidence, or decision] | [Owner] | [Open / Complete] |
| [Item or requirement] | [Describe the relevant detail, evidence, or decision] | [Owner] | [Open / Complete] |
[Add context, assumptions, exceptions, evidence links, screenshots, calculations, or reviewer comments.]
Describe sections, charts, tables, drilldowns, and visual hierarchy.
| Item | Details | Owner | Status |
|---|---|---|---|
| [Item or requirement] | [Describe the relevant detail, evidence, or decision] | [Owner] | [Open / Complete] |
| [Item or requirement] | [Describe the relevant detail, evidence, or decision] | [Owner] | [Open / Complete] |
[Add context, assumptions, exceptions, evidence links, screenshots, calculations, or reviewer comments.]
Document datasets, refresh cadence, lineage, and known limitations.
| Item | Details | Owner | Status |
|---|---|---|---|
| [Item or requirement] | [Describe the relevant detail, evidence, or decision] | [Owner] | [Open / Complete] |
| [Item or requirement] | [Describe the relevant detail, evidence, or decision] | [Owner] | [Open / Complete] |
[Add context, assumptions, exceptions, evidence links, screenshots, calculations, or reviewer comments.]
Provide testable criteria for metric accuracy, performance, and usability. Use Markdown tables for KPI and source definitions.
| Item | Details | Owner | Status |
|---|---|---|---|
| [Item or requirement] | [Describe the relevant detail, evidence, or decision] | [Owner] | [Open / Complete] |
| [Item or requirement] | [Describe the relevant detail, evidence, or decision] | [Owner] | [Open / Complete] |
[Add context, assumptions, exceptions, evidence links, screenshots, calculations, or reviewer comments.]
Document review conclusions, approvals, unresolved items, and next review date.
| Role | Name | Date | Notes |
|---|---|---|---|
| Preparer | [Name] | [Date] | [Notes] |
| Reviewer | [Name] | [Date] | [Notes] |
| Approver | [Name] | [Date] | [Notes] |
Template Structure
Use this data, ai & analytics template as a starting point, then customize each section to match your internal workflow, evidence, and signoff needs.
State the business decision the dashboard supports.
Identify primary users, review cadence, and required permissions.
Define each metric with formula, grain, target, and caveats.
List global filters, default values, and required interactions.
Describe sections, charts, tables, drilldowns, and visual hierarchy.
Document datasets, refresh cadence, lineage, and known limitations.
Provide testable criteria for metric accuracy, performance, and usability. Use Markdown tables for KPI and source definitions.
Write an Analytics Dashboard Specification. Structure with:
State the business decision the dashboard supports.
Identify primary users, review cadence, and required permissions.
Define each metric with formula, grain, target, and caveats.
List global filters, default values, and required interactions.
Describe sections, charts, tables, drilldowns, and visual hierarchy.
Document datasets, refresh cadence, lineage, and known limitations.
Provide testable criteria for metric accuracy, performance, and usability.
Use Markdown tables for KPI and source definitions.
Track weekly revenue performance, churn exposure, and expansion pipeline for the executive review.
| KPI | Formula | Grain | Target |
|---|---|---|---|
| ARR | active subscriptions * annualized price | account | $42M |
| Net Revenue Retention | retained + expansion - contraction | cohort month | 112% |
Record a walkthrough, training session, or process demonstration. Docsie AI turns it into structured documentation using this template as the starting framework.
Use the template manually, or let Docsie generate the first draft from source footage.
Plan, metrics, and decision rules for [experiment]
Release notes for [dashboard], metric, model, or dataset changes
Field-level reference for [dataset], table, or reporting model
Policy for classifying, accessing, and retaining [data domain]
Reusable checks for validating [dataset] before release
Operational runbook for [ETL pipeline] failures and reruns
Template FAQ
Common questions about using and generating a analytics Dashboard Specification.
Q: What is a analytics Dashboard Specification?
A: A analytics Dashboard Specification is a structured document for definition and acceptance criteria for a [dashboard] build.
Q: Can I download this analytics Dashboard Specification as Word or PDF?
A: Yes. This page includes free downloads in DOCX, PDF, and Markdown formats so you can edit, share, or import the template into your documentation system.
Q: Can Docsie generate this from a video?
A: Yes. Upload a process walkthrough, training recording, or screen capture to Docsie, then use this template structure to generate a first draft automatically.