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BI with Apache Superset
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Global
BI with Apache Superset
Global
Most organizations do not start with a data problem. They start with a speed problem.
Proprietary BI tools are quick to deploy. They offer ready-made dashboards and reduce initial engineering effort. For early-stage teams, this works well.
But as the business grows, costs follow.
With every new hire, the licensing fees go up. Moreover, advanced features need premium upgrades. Data volume affects performance and pricing. Customization becomes harder to achieve.
What begins as a small investment turns into a growing liability. Data access gets restricted by the budget. Insights slow down as dependencies pile up. The analytics setup that once helped the business starts holding it back.
Our client faced this exact situation.
The core challenge was not just cost. It was control. The organization identified five specific pain points:
The analytics budget kept rising without proportional returns.
Engineering teams were overloaded with dashboard requests from business users.
Business users could not explore data on their own. Every report required developer involvement.
Proprietary tools restricted customization and long-term flexibility.
Insights that should have taken minutes were taking days.
The organization reached a clear conclusion that they were paying more but getting less control.
The deeper issue was ownership.
The organization relied on proprietary BI tools, which limited control over its analytics. The vendor dictated infrastructure, data access, and pricing. As the team grew, costs increased without a matching rise in capability.
Therefore, leadership decided it was time to rethink the approach. They did not need a better dashboard. They needed a better data strategy.
They set four clear goals:
Mobisoft evaluated the client’s existing setup. Our team chose Apache Superset as the foundation for the new analytics platform.
Apache Superset is open source and carries no licensing cost. It offers enterprise grade BI capabilities along with high flexibility. It also provides strong customization options and the ability to scale within existing infrastructure.
The solution did not involve switching from one tool to another. It involved rebuilding the analytics approach entirely.
The architecture was built around four principles:
The team evaluated existing BI tools and usage patterns. They identified high-cost, low-value dashboards and prioritized the workflows that mattered most to the business.
Multiple data sources were connected, including databases, APIs, and data warehouses. The team built optimized data pipelines that supported both real time and batch processing.
A scalable Superset environment was configured. The team built reusable dashboard templates and enabled dynamic filtering and drill-down capabilities for business users.
Role-based access control was implemented. Business users received training. The interface was simplified so non-technical teams could work independently without relying on engineering.
Queries were optimized for large datasets. Dashboards were tuned for speed. Infrastructure was scaled to support ongoing growth.
BI costs reduced by up to 70 percent. Recurring licensing fees were eliminated. The total cost of ownership dropped significantly.
Insight turnaround time went from days to minutes. Teams could access real-time data without waiting for reports to be built.
Engineering teams were freed from routine dashboard requests. Analytics adoption increased across the organization.
Unlimited user access became available without additional cost. Infrastructure was aligned to support future growth.
This solution is suited for:
Mobisoft does not just implement BI tools. The team designs data ecosystems built for growth.
Key capabilities include:
What changed was not just the tool. It was the role of data within the organization.
Before, data was expensive to access. The access was limited by budget and insights were delayed.
After, data became accessible to all teams. Insights became available in real time and decisions became faster across the business.
The organization stopped paying for insights and started owning its intelligence.
Evaluating the right BI platform is just a start. Building a cost-efficient, scalable analytics platform is the next step. Mobisoft can help with both.