// Scale
Custom Dashboards & Reporting
Off-the-shelf dashboards show generic metrics. Custom dashboards show the specific KPIs, trends, and alerts that your team actually uses to make decisions. We build dashboards that are used every day, not just shown at board meetings.
// Key benefits
What makes this service valuable
Business metric focus
We start with the decisions your team needs to make, then design the dashboard around them — not the other way around.
Multiple tool options
Grafana, Metabase, Retool, or fully custom React dashboards depending on your data sources, audience, and embedding requirements.
Automated reporting
Scheduled report delivery — daily digests, weekly summaries, monthly executive reports — so stakeholders get the right data without logging in.
// Details
Dashboards that answer questions before they are asked
The best dashboards are designed with a clear purpose — answering specific business questions for specific decision makers. We interview stakeholders about their decisions and design dashboards that surface the signals they need.
We build using the right tool for the audience: Grafana for engineering and ops teams, Metabase for business users, or custom-built dashboards when embedding in products or requiring custom visualisations.
// What this includes
- Stakeholder requirements and decision mapping
- Data source identification and access
- Dashboard design and information hierarchy
- Grafana / Metabase / custom implementation
- Automated report scheduling
- Access control and role-based views
- Dashboard training and documentation
// Deliverables
What you receive
Every engagement produces clear, documented deliverables. Here is exactly what is included in our custom dashboards & reporting service.
- 01Dashboard requirements and design document
- 02Dashboard implementation
- 03Automated report configuration
- 04Access control setup
- 05User documentation and training
// FAQ
Common questions about custom dashboards & reporting
What data sources can custom dashboards connect to?+
We connect to PostgreSQL, MySQL, MongoDB, BigQuery, Redshift, S3, REST APIs, and SaaS tools with data export APIs. If your data is accessible via SQL or API, it can be displayed in a custom dashboard.
// Related
Related services & resources
Ready to get started with custom dashboards & reporting?
Share your requirements with our team. We respond within one business day with a clear plan from discovery to delivery.