# Data, indicators and dashboards

> Turns scattered spreadsheets, forms and applications into reliable indicators for management and accountability.

- URL: https://www.enter20.com/en/services/data-indicators-dashboards/
- Español: https://www.enter20.com/servicios/datos-indicadores-dashboards/
- enter 2.0 — Practical AI, governed data, dashboards, automation and information systems for organisations that need to make better decisions.

Design of data structures, indicators, reporting views and dashboards so that an organisation can explain what it does, what results it achieves and what decisions it needs to take.

## What can remain after the work

- Definition of indicators and a data dictionary.
- Maintainable data models and reporting views.
- Internal or public dashboards with quality and update criteria.
- Review routines so that the dashboard is not a frozen snapshot.

## Technical and operational proof

- Work with master data, social reporting, operational dashboards and visualisation.
- Experience with Supabase/PostgreSQL, React, Recharts, R, Shiny, spreadsheets and ETL processes.
- A focus on useful indicators, not just attractive charts.

## Anonymised examples

- [Modular operations platform for a foundation](https://www.enter20.com/en/work/foundation-operations-platform/): Design of an internal platform to organise people, projects, modules, permissions and operational reporting without exposing sensitive data.
- [Indicators and dashboards for social monitoring](https://www.enter20.com/en/work/social-impact-dashboards/): Structuring of data and indicators so that foundations and associations can better manage, report on and explain their impact.
- [Survey pipeline and qualitative analysis](https://www.enter20.com/en/work/survey-qualitative-analysis/): Transformation of survey exports into reviewable analytical outputs with Python, pandas, Excel and human judgement.

## Related articles

- [Why AI projects fail when the data model is not understood](https://www.enter20.com/en/blog/why-ai-projects-fail-without-understanding-data-model/) (2026-06-23): AI can speed up work, but on its own it does not fix ambiguous data, blurred responsibilities or poorly defined processes.
- [From Excel chaos to useful indicators for foundations and SMEs](https://www.enter20.com/en/blog/from-excel-chaos-to-useful-indicators/) (2026-03-24): Excel is not the problem. The problem arises when each spreadsheet defines reality in a different way and nobody knows which figure is authoritative.
- [Dashboards are not the starting point: they are the visible part of the data system](https://www.enter20.com/en/blog/dashboards-are-the-visible-part-of-the-data-system/) (2025-06-20): A useful dashboard depends on processes, definitions, data quality, ownership and review routines that usually sit outside the screen.

## Does this fit your situation?

Briefly describe the operational, data or AI problem. The first reply can help to guide the type of diagnostic.

Contact: [contacta@enter20.com](https://www.enter20.commailto:contacta@enter20.com) · [Contact form](https://www.enter20.com/en/contact/) · [Diagnostic questionnaire](https://evaluo.enter20.com)