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Home / Case Studies / SaaS BI Application

/ Case Study · Information Technology

A Smart, Powerful SaaS BI Application for Business Profitability. Data that Decides Faster.

/ The engagement

Venn Diagrams, Predictive Analytics, and Real-time Data.

A SaaS reporting platform for any industry that generates resizable, animated Venn diagrams, predicts what may happen from aggregated history, lets users zoom from graph to data segment, and returns lightning-fast results with ElasticSearch.

SaaS PlatformSVG VennMongoDB StreamsElasticsearch
5-wayVenn diagrams
32Intersecting regions
Real-timeData reflection
SaaSFor any industry

/ About the client

SaaS BI Application

The client is a serial entrepreneur with a vision to empower every business with cutting-edge business intelligence tools. He partnered with Brainvire to turn that vision into a SaaS solution for industries like automotive, retail, and healthcare.

The platform is a powerful reporting tool for any industry, built by Brainvire's data scientists and in-house experts. It generates resizable, animated Venn diagrams, predicts future outcomes from aggregated history, and reflects every database change in real time.

/ The approach

Design, architecture, and features, shipped as one program.

/01Diagrams

Up to five-way

Defined SVG paths act as boundaries for each region, generating Venn diagrams with up to 32 intersecting regions that resize and recolor dynamically.

/02Graphics

Sized to the data

Complex algorithms resize and color the graphs proportionally as the density of data rises or falls, in real time.

/03Volume

Modeled for speed

Data modeling in MongoDB reflects changes quickly, so users never wait long even when the graph carries massive volumes of data.

/04Live

Reflected instantly

MongoDB Change Streams with Socket.io push every update, add, replace, and delete from the database into the user interface in real time.

/ What stood in the way

Four problems, solved without a maintenance window.

Select a challenge to see how it shaped the build.

/01 Venn diagrams up to five-way →
/02 Real-time variation of graphics →
/03 Handling massive data volumes →
/04 Real-time reflection of changes →

Venn diagrams up to five-way

Diagrams needed up to 32 intersecting regions that resize and recolor. We defined SVG paths as boundaries for each individual region.

Real-time variation of graphics

Graphs had to vary in size and color with data density. We built complex algorithms that resize and color them proportionally in real time.

Handling massive data volumes

Huge data on the graph needed a systematic approach. We modeled data in MongoDB efficiently so changes reflect quickly without a long wait.

Real-time reflection of changes

Every database change had to reach the UI live. We used MongoDB Change Streams with Socket.io to reflect updates, adds, replaces, and deletes in real time.

/ Product screens

The delivered experience.

The interface people actually use.

SaaS BI Application delivered interface, screen 1/01Dashboard
SaaS BI Application delivered interface, screen 2/02Venn Diagram
SaaS BI Application delivered interface, screen 3/03Graphs
SaaS BI Application delivered interface, screen 4/04Data Segments
SaaS BI Application delivered interface, screen 5/05Forecast

/ The results

What changed, in numbers.

Stunning Graphical data Decision-makers view the data they want in an easy-to-understand graphical format with multiple colors.
Limitless Flexibility and scale The SaaS model keeps the platform flexible and scalable, so startups and multinationals alike get the same benefit.
Automatic Data segmentation All data is segmented automatically by topic, sub-topic, or the client's own requirements.
Better Forecasting By analyzing different metrics, executive leadership is well prepared to meet future market demand in their niche.

/ Next step

Ready for a redesign like this on your platform?

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