Solutions

Spark Beyond

Connecting AI to Business Impact

Take advantage of new data technology strategically. Sparkbeyond, an AI-powered Data Analytics platform, quickly transforms your data into valuable assets, creating business insights for the fast-changing times.

In order to get the right answer, one must first ask the right question.

Case ①

Churn Management

Challenges

Most customers leave the service without giving feedback on the reason for termination.
From a company’s perspective, it is more efficient to spend money on retaining existing customers, rather than re-acquiring them after exiting.
Many companies find it difficult to detect large customer churn before a noticeable drop in sales.

AI Opportunity

AI can pinpoint who is currently out of the box by discovering new patterns in past customer activity.
AI-powered problem-solving technology can connect complex data to find millions of deviations from hundreds of data sets and thousands of fields.
After subdividing customers in the risk group, AI can be used as a strategic measure to preserve customers.

Case ②

Location Optimization

Challenges

Optimizing branch location has a significant impact on business opportunities.
Accurate data analysis is essential for strategic location planning.
The cost of branch expansion is substantial, and having AI-based, branch-specific insights is essential to gaining consumer visibility.

AI Opportunity

AI connects complex external data sources to help you find specific areas where potential profitability and campaigns are highly effective.
AI-powered problem-solving technology can discover millions of profitability factors that are intuitively difficult to understand through hundreds of location data sets and thousands of fields.
AI-based location information optimizes sales teams’ sales activities, makes them more personalized, and helps with marketing-related programs and in-store product selection.

Case ③

Sales process Optimization

Challenges

The multi-channel sales team is trying to find key customer engagement points.
Today’s business environment is constantly changing, and it is becoming increasingly difficult to predict.
As the company’s need for optimizing KPIs, efficiency and maximizing sales increases, it is difficult to evaluate the sales pipeline.

AI Opportunity

By discovering new patterns with AI’s data analysis, you can pinpoint what is the most impactful variable for your company’s KPI.
AI analyzes operational management performance, supply chain, logistics, and field operations data, and determines new factors affecting performance.
AI can increase demand forecasting accuracy by analyzing vast amounts of data.

Enable rapid decision making – “Why Sparkbeyond?”

Delivering more than $ 1 billion of business impact to more than 20 industries.

Configuring a complex and lengthy analysis environment
Difficult Apply AI (ML/DL) Analysis Service

Analytical Infrastructure Installation

Install ML/DL libraries

Data collection/linked

Inspection and navigation

Pre-treatment and refining

Analytical Model Development/Evaluation

Apply/Deploy Analysis Services

Structure where Data Scientist performs
everything

Provide a one-click, customized analytics experience
Apply Fast (ML/DL) Analysis Service

“SPARK BEYOND”
Provides customized analysis environment
Analysis Feature Engineering

Apply/Deploy Analysis Services

Apply AI (ML/DL) analytics modeling and services
with less effort

Current VS SparkBeyond Approach to Analytics

Key Features

Feature Engineering

It automatically generates millions of hypotheses in a few minutes on the AI platform and extracts highly interactive features based on target values to provide insight.

Context Datasets

Complementing insufficient data by adding multiple data sets between various external data sources and events to the pipeline and generate a variety of insights.

Insights Studio

It supports decision making with stronger insights by segmenting/combining influential hypotheses in business.