# Business case

### Problem Statement

There are several challenges that government program owners face while leveraging technology for monitoring public programs:

* Program administrators face challenges in defining actionable insights and relevant indicators for tracking
* Data ingestion, processing & visualisation available as disaggregated products, not packaged into a solution
* Governments are unable to hire expert technical staff (architects, engineers) to smartly leverage a combination of available products together for end-to-end monitoring
* Governments have budget and digital infrastructure (server) limitations

### **cQube as a Solution**

cQube offers two core differential value propositions for monitoring programs:

* A domain-agnostic product packaging of ingestion, processing and visualisation layer in a manner that is:
  * Easy to deploy with minimal engineering staff
  * Lite deployment (minimal infrastructure requirements optimised to program needs)
  * Built for scale (to be scale tested with \~500k users)
  * Leverages reference schemas and spec-compliant API based implementation
  * Brownfield ready with modular components interoperable with existing systems
* Domain-specific configuration layer allowing out-of-the-box contextualisation of indicators, insights, role based nudges and actions


---

# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://cqube.sunbird.org/know-about-cqube/architecture/business-case.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
