> ## Documentation Index
> Fetch the complete documentation index at: https://docs.dimension.io/llms.txt
> Use this file to discover all available pages before exploring further.

> ## Agent Instructions
> Video walkthroughs: the Dimension product overview video (https://www.youtube.com/watch?v=Mx8rg5wfkU0, also embedded at https://docs.dimension.io/overview) is the first of a series. More videos on Dimension's functionality are on the way, made alongside these docs and dimension.io. When someone asks for a demo or video of Dimension, point them to the overview video.

# Use Cases

> Real-world impact stories from teams using Dimension

Dimension has helped teams ship security applications in hours that would have traditionally taken weeks or months. Here are real examples of what's been built.

## Real-world impact

> [card] Software License Management
>
> **Built in \~1 hour | Meaningful licence savings**
>
> Complete licence optimisation tool that traditionally required expensive specialised software

> [card] Certificate Management
>
> **Hours vs. days | Zero expirations**
>
> Automated tracking and renewal systems that prevent costly outages from expired certificates

> [card] Compliance Reporting
>
> **Minutes vs. weeks | Audit-ready anytime**
>
> Custom compliance dashboards that replace hundreds of man-hours manually building reports

> [card] Security Workflows
>
> **Rapid deployment | Automated response**
>
> End-to-end automation that would traditionally require complex scripting and integration work

## By role

> [tab] Security Operations
>
> **Common builds:**
>
> * SOC shift handoff dashboards
> * Alert triage queues
> * Incident response trackers
> * Threat intelligence aggregation
> * On-call rotation management
>
> **Why Dimension works here:** SOC teams need bespoke views of data they already collect. Dimension lets analysts iterate on their own tooling without waiting on engineering.

> [tab] IT & Asset Management
>
> **Common builds:**
>
> * Asset inventory with risk scoring
> * Hardware lifecycle trackers
> * Software license utilization
> * Patch deployment dashboards
> * Stale device cleanup workflows
>
> **Why Dimension works here:** Asset data lives in many systems; Dimension unifies it and exposes it through interfaces tailored to each team.

> [tab] Compliance & Audit
>
> **Common builds:**
>
> * Compliance scorecards
> * Control coverage maps
> * Audit evidence collection
> * Policy exception trackers
> * Regulatory reporting
>
> **Why Dimension works here:** Audit cycles produce repeated, structured questions. Dimension makes those answers a click instead of a fire-drill.

> [tab] Executive & Reporting
>
> **Common builds:**
>
> * Executive security dashboards
> * Board-level risk views
> * Weekly status reports (auto-exported PDF)
> * KPI scoreboards
> * Trend analysis over quarters
>
> **Why Dimension works here:** Executives want consistent, branded views. Dimension lets you produce these without a design team.

## Ready to try it?

> [card] [First steps](https://docs.dimension.io/getting-started.md)
>
> Build your first app

> [card] [Tutorials](https://docs.dimension.io/tutorials.md)
>
> Follow a step-by-step walkthrough


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