Directory overview
About this guide
Identify the questions your team needs to answer and the systems holding the relevant data. A dashboard for a few operational metrics differs from a wider analytics project that combines several business systems. Check how each product connects to your data and who will maintain those connections.
Build a small report using representative records and compare the totals with the source system. Test refresh timing, access controls and exports. Consider the setup work as well as ongoing costs, and assign responsibility for defining metrics so different teams interpret the same report consistently.
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SaaS
Databox provides business analytics tools for teams and agencies, bringing performance data into reports and dashboards used to monitor business activity.
SaaS
Klipfolio offers business dashboards for teams combining data from different services, with tools for building visual reports and tracking performance metrics.
SaaS
Geckoboard provides KPI dashboard software for businesses, helping teams display performance data and keep operational metrics visible in their workplaces.
SaaS
Metabase offers open-source analytics and business intelligence software, with tools for exploring data and sharing reports and dashboards across teams.
SaaS
Domo provides a business data and analytics platform, with tools for connecting information and presenting reports to teams across an organisation.
SaaS
Sisense offers analytics software for businesses and product teams, including embedded analytics tools for incorporating data insights into applications and workflow...
SaaS
Holistics provides business intelligence software for data teams, with tools to organise analytics and share business reports with other users.
SaaS
Grow provides a business data platform for reporting and analytics, helping teams work with data and present information for business decisions.
SaaS
GoodData provides analytics software for businesses and application teams, with tools for delivering reports and incorporating data analysis into products.
Helpful information
Frequently asked questions
Requirements vary. Some tools focus on ready-made connections and dashboards; others need more technical setup and ongoing data preparation.
Connect a representative data source, build a report answering a real business question and verify the results against your existing records.
Last reviewed Sep 12, 2026.