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Development·2-8 weeks

Dashboards, Analytics & Reporting

Dashboards and reports that connect scattered data to operational decisions, alerts and exceptions handled every day.

Timeline2-8 weeks
Stack
KPIReportingBIDashboard
01

About

When the numbers do not match

Many dashboards start when management, warehouse, sales and finance use different numbers to discuss the same problem. Before drawing charts, we need to understand where the data comes from and which definitions really matter.

From data to work to be done

We build dashboards, reports and operational views that show status, priorities and exceptions. Stock to check, blocked orders, production outside rhythm, missing data or failed syncs must become clear actions, not just colored indicators.

Useful when the source is operational

Useful when the dashboard is tied to a real operating source: machines, monitoring units, databases, ERP exports or internal workflows.

Data model before visualization

We clarify sources, update frequency, permissions, transformations and quality checks. A reliable dashboard depends more on these decisions than on the chart type chosen at the end.

For the people using it every day

Views change by role. A department lead needs exceptions and operating trends; someone making investment decisions needs reliable summaries. Both need to trace back to the data when something does not look right.

02

Features

01

Data from real sources

ERP, ecommerce, spreadsheets, databases and machines are connected only after definitions, quality and ownership are clear.

02

KPIs by role

Management, operations, warehouse, production and finance see different indicators, with the detail their work requires.

03

Alerts and exceptions

Inconsistent stock, blocked orders, missing data, failed integrations or margins outside threshold become manageable signals.

04

Reporting inside the process

Automated reports, exports and operational views are there to decide what to do, not just to look at charts.

03

Examples

Example 01

Initial Operational Dashboard

A dashboard connected to one reliable data source, with clear definitions, exports and a layout usable every day.

Source connection and field mapping
Up to 5 decision widgets
Responsive operational layout
CSV/PDF export where useful
Real-time stream
Role-based access

Timeline: 2-4 weeks

Example 02

Operational Dashboard

A multi-view dashboard for teams that need live status, role-based views, alerts, reports and integrations with source systems.

Real-time or scheduled data refresh
Role-specific views and access
Alerts, exceptions and reports
ERP, API, database or spreadsheet integration
Custom widgets for operational KPIs

Timeline: 4-8 weeks

Example 03

Operational Data Platform

A governed reporting layer across several sources, with clean definitions, permissions, quality monitoring and dashboards tied to real decisions.

Source cleanup and data pipelines
Data quality and anomaly checks
Multi-source operational data model
SSO and permissioned access
Deployment, monitoring and documentation

Timeline: 2-5 months

04

Proven by real work

What would you like to work better?

It might be an Excel file that has become unmanageable, a manual process, business software that does not talk to other systems, or a task that takes too much time.