> For the complete documentation index, see [llms.txt](https://cqube.sunbird.org/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://cqube.sunbird.org/know-about-cqube/architecture/cqube-ed.md). # cQube ed **Need** Vidya Samiksha Kendra was initiated by Ministry of Education as a [program](https://pib.gov.in/PressReleaseIframePage.aspx?PRID=1843168) with the following objectives: * Improve monitoring of schemes / programs in education * Effectively collect, monitor, correlate and analyze data to take timely decisions * Envisioned as state-level systems to monitor schemes / programs and build accountability in field-staff * To drive a big leap in learning outcomes through meaningful data based action There are several challenges that government program owners face while leveraging technology for monitoring public programs: * Data ingestion, processing & visualization available as disaggregated products, not packaged into a solution * Lack of visibility at the granular level in the system & thus face challenges in defining actionable insights and relevant indicators for tracking * Limitation on hiring expert technical staff (architects, engineers) to smartly leverage a combination of available products together for end-to-end monitoring * Constraints related to budgets lead to limitations on building extensive digital infrastructure capabilities ### Solution cQube Ed is a pre-packaged solution for education with 120+ pre-defined actionable indicators & insights like attendance, assessment etc. It acts as an accelerator for states in fast tracking their Vidya Samiksha Kendra journeys. --- # Agent Instructions This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com. ## 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, and the optional `goal` query parameter: ``` GET https://cqube.sunbird.org/know-about-cqube/architecture/cqube-ed.md?ask=&goal= ``` `ask` is the immediate question: it should be specific, self-contained, and written in natural language. `goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal. 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.