Pentaho Success Story

AIQA Engine

#Finance #Banking

Smart Data Quality engine which has AI capabilities to detect data inconsistencies, error, inaccuracy and provides seamless workflows for manual and auto correction.

Technology Stack – CDE,PDI,SQL,Datawarehouse

Data Services – Data Platform, Data Integration, Data Visualization

Impact:

Prebuilt business rules and as well as customizable business rules to accelerate the data sets to meet the business requirement standards
Customized business validation rules for each industry/domain/datasets can be configured and reused which saves lot of time
Quickly prepare and deliver data that is required for compliance, governance and any regulatory institution

Software Asset Management 360

#Governance

SAM360 is designed to help organizations systematically track, manage, and improve their ESG impact. It offers real-time progress tracking, CO2 emissions management, and comprehensive GHG emission reports to ensure effective ESG strategy execution and sustainability.

Technology Stack – CDE,PDI

Data Services – Data Integration, Data Visualization

Impact:

Enables organizations to track and enhance ESG impact through structured data analysis and actionable goal-setting.
Provides continuous visibility into ESG initiatives with real-time tracking, ensuring up-to-date performance insights.
Manages CO2 emissions and generates detailed GHG reports, supporting compliance and sustainability goals.

Tally Graphs

#Manufacturing

Tallygraphs is automation of extraction, consolidation, and analysis of business data from Tally ERP using APIs and PDI, addressing challenges like data extraction difficulty and performance bottlenecks. This solution provided real-time dashboards for multi-company comparisons and historical analysis, streamlining decision-making and reducing system load

Technology Stack – CDE,Cube,API,PDI,JSON,XML,Tally Connector,Geo Map

Data Services – Data Integration, Data Visualization

Impact:

Streamlined Tally ERP data extraction using APIs and the Tally Connector, converting XML into a structured format for better accessibility.
Consolidated data into a central warehouse, facilitating seamless multi-company comparisons and in-depth historical analysis.
Integrated data into real-time dashboards, enabling quick, data-driven decisions and improving business agility.

ESG Harvest

#Governance

An Environment, Social and Governance (ESG) platform with capabilities to track carbon usage and automate ESG reporting. It streamlines the process of monitoring, measuring, and reporting an organization’s ESG performance.

Technology Stack – JSON,PDF,Excel,API,React Js,Node Js,SQL,Data Story,CDE

Data Services – Data Integration, Data Visualization

Impact:

Efficiently gathers and processes sustainability data from various sources and formats using specialized engines.
Centralizes and transforms detailed data to fit the ESG Reporting Platform’s model, ensuring consistency and precision.
Validates and exports data via API, simplifying the ESG reporting process and ensuring regulatory compliance.

Greenplan

#Governance

Integrates survey data on ESG performance, using Excel-based questions and score calculations to evaluate and display scores at the question, category, and overall ESG and SDG levels. The data is processed and visualized in a dashboard for comprehensive performance assessment and strategic decision-making

Technology Stack – Excel file,Datawarehouse,SQL,PDI,CDE

Data Services – Data Integration, Data Visualization

Impact:

Utilizes Excel-based survey questions and score calculation logic to systematically assess and score ESG and SDG performance, ensuring accurate and comprehensive data collection.
Imports survey data into a data warehouse, allowing for detailed score calculations at the question and category levels, and facilitates the display of overall ESG and SDG scores on the dashboard.
Provides clear visualization of ESG performance through detailed category and overall scores, supporting data-driven decision-making and strategic planning.

Chimney

#IT Operations

Analyze your key metrics and indicators that provide real-time visibility into the status and performance of your ETLs jobs, repository and system

Technology Stack – CDEs,Interactive Report,PDI,Logs,Repository files,Rest API,Ops-mart,Probe

Data Services – Data Integration, Data Visualization

Impact:

Delivers a complete view of Pentaho performance and usage, offering critical insights into operational efficiency and system health.
Tracks real-time metrics for early detection of potential issues, ensuring proactive management and consistent performance.
Provides detailed reports on job execution and resource consumption, enabling continuous optimization and preventing system disruptions.

ATM Optimization

#Banking

Improve its decision making on the location of the existing ATMs by using customer and other geographic data to reduce cash outs by 90% and replenishment trips by 10%.

Technology Stack – CDE,PDI,API,Geo Map

Data Services – Data Integration, Data Visualization

Impact:

Developed a reliable dataset by automating the pipeline to collect and cleanse data from multiple sources, including transactions, footfalls, and regional factors.
Utilized Google Places API to gather key information about nearby locations, such as cashpoints and competitors, enhancing the understanding of the ATM’s environment.
Implemented machine learning algorithms and graph models to predict cash demand and analyze population distribution, aiding in informed decision-making about ATM operations and potential closures.

Driver Behavior Analytics

#Transportation

Gather real time data including vehicle location, driver behavior, engine diagnostics and vehicle activity.

Technology Stack – CDE,Geo Map,PDI,Real time Analytics

Data Services – Data Integration, Data Visualization

Impact:

Extracts and consolidates data from web services, CSV files, and JDBC databases through scheduled jobs, ensuring comprehensive data availability for analysis.
Provides real-time geographical tracking of vehicle movements and driver behavior, including alerts for idleness and performance scoring, to optimize fleet management.
Tracks and analyzes driver incidents, displaying historical records and locations, helping identify frequent issues and improve future trip management.

Analytics Data Ready Pipeline

#Retail

Developed a pipeline to extract and load data from 12 distinct locations into the data warehouse. Processed nearly 1 million rows daily across various layers, including ODS (Operational Data Store), staging, and the data warehouse. Constructed data marts specifically for analytical purposes.

Technology Stack – Pentaho Data Integration, PostgreSQL

Data Services – Data Integration

Impact:

Analytics Data Ready Pipeline is designed in two components: Data Warehousing and Data Marts.
This dual-structure supports both daily transaction capture and analytical processing, enhancing business insights.
The system facilitates faster data loading and near-real-time analysis.
Alerts are sent via email for efficient debugging. Key features include data quality, consistency, and security.

Staff Attendance

#Human Resource

Understand the opinion of your Customers, know what are they tweeting, commenting and giving feedback about your business.

Technology Stack – CDE,SQL

Data Services – Data Integration, Data Visualization

Impact:

Establishes a robust data pipeline that consolidates and structures datasets from various sources, transforming and storing them in a data warehouse for efficient analytics.
Offers a summarized view of attendance data, enabling users to interpret data by different dimensions, track clock-in times, and pinpoint issues across multiple sites.
Allows users to filter attendance data by site and employee, with real-time mapping to visualize employee locations and identify trends on an hourly basis.

RO Fouling

#Environment

To identify the parameters which can cause direct impact on the RO Membrane Fouling and to build an Advanced Analytical Solution by leveraging Machine Learning to predict the occurrence of the RO Fouling Rapidity.

Technology Stack – CDE,SQL

Data Services – Data Science

Impact:

Reverse Osmosis (RO) membrane fouling is a significant challenge for membrane manufacturers and industry professionals.
It negatively impacts desalination system performance as membranes become clogged with suspended or sparingly soluble materials over time.
This fouling results from feed water composition, pressure, and organic compounds, causing reduced efficiency.
To maintain optimal operation and avoid foul smells, it’s crucial to follow recommended feed flow rates and ensure proper filtration.
Predicting fouling is essential for evaluating long-term operating conditions and costs.

Upsell and cross sell Analytics

#Insurance

The model recommends which Insurance Product to sell to which existing customers, based on buying behavior of other customer, and improved retention by 15%.

Technology Stack – CDE,SQL

Data Services – Data Integration, Data Visualization

Impact:

Identifies cross-sell and up-sell opportunities by segmenting customers based on factors like age, marital status, policy details, and claims, using predictive models to determine the likelihood of additional sales.
Integrates data from various systems to provide a single, comprehensive view of customer behavior, product usage, and policy status, enhancing the ability to identify cross-sell and up-sell opportunities.
Utilizes predictive analytics to suggest new products and pricing bundles, supporting marketing and customer support teams in making informed, real-time recommendations based on customer data.

Usage Analytics

#Media

Monitor and analyze the viewer behavior, providing insights such as most popular content, contents by location.

Technology Stack – CDE,PDI,SQL

Data Services – Data Integration, Data Visualization

Impact:

Consolidates data from files and databases using JDBC, transforming and integrating it into a data warehouse for quick, easy access and efficient analytics.
Measures channel success by tracking view duration and frequency, assessing program popularity, and analyzing viewer patterns to optimize performance and advertising strategies.
Analyzes viewer distribution across geographical zones and compares program viewership on an hourly basis, enabling targeted marketing strategies and detailed program performance analysis.

Smart Data Exchange

#Gaming

Enterprise data catalog for end users to explore, analyse, download with proper governance and audit mechanism and smart data exchange.

Technology Stack – CDE,SQL,PDI,Custom filters

Data Services – Data Integration, Data Visualization

Impact:

Consolidates key data into a central hub with robust control systems, providing immediate, ready-to-use data for streamlined analysis.
Offers a centralized portal for technical metadata and business glossary, simplifying the search, export, and sharing of data subsets.
Facilitates effective data management with request approval workflows and lifecycle control, ensuring secure and organized data usage.

Smart Swipes

#Finance

The solution provides both proactive and reactive approaches to make sure risk, growth and retention are considered to track data for effective profitability management.

Technology Stack – CDE

Data Services – Data Integration, Data Visualization

Impact:

Integrates data from multiple sources into a centralized data warehouse, providing a single point of truth for near real-time reporting and reducing overload on OLTP systems.
Offers high-level insights into total devices, active merchants, acquisition rates, and revenue, with the capability to drill down into categories, zones, and demographic regions.
Analyzes customer retention rates, merchant attrition, and transaction trends to identify issues, target specific customers, and optimize merchant discount strategies to enhance satisfaction and retention.

Green Analytics

#Governance

Green analytics accelerates the monitoring of all environmental information in the data center and provides accurate and realistic information for targeted approach for the data centres to join the circular economy.

Technology Stack – CDE,Geo Map,SQL

Data Services – Data Integration, Data Visualization

Impact:

Enables quick identification and isolation of storage performance issues with end-to-end monitoring, real-time trends, and proactive alerts for threshold breaches.
Tracks and details occurrences between primary and secondary storage sites, with configurable thresholds and email notifications for resource and failure updates.
Provides intuitive dashboards displaying resource metrics and graphical analysis, helping users manage the storage environment effectively and pinpoint anomalies in behavior.

Kiosk Analytics

#Governance #Networking

Self-help kioks for public use to access police service with ease. Live monitoring of KIOKS status, Usage by device, complaints

Technology Stack – CDE,PDI,Geo Map

Data Services – Data Integration, Data Visualization

Impact:

Regularly pushes KIOSK data to the cloud, creating a streamlined processing pipeline that aggregates statistics for quick and easy analysis via a visual dashboard.
Provides a geographic view and status of all KIOSK locations, enabling comprehensive monitoring and continuous improvement of customer experience.
Tracks device interaction statistics, identifies failure points, and monitors user-raised incidents and their resolution status, facilitating proactive management and support.

Survey Analytics

#Airline

Consolidate and standardize surveys from various regions and airports, then use the responses to enhance efficiency and customer satisfaction. Extract survey data from Qualtrics using APIs and load it into the data storage layers according to the GAL framework.

Technology Stack – PDI,Datawarehouse

Data Services – Data Integration

Impact:

Extract survey data from the Qualtrics system using REST APIs through ETL processes.
Developed a data warehouse that ensures data quality, security, and proper storage for survey data.
Organized survey data to facilitate easy comprehension and emphasize key needs.

Network Analytics

#IT Operations

Understand your network, and utilize resources in the best way possible to optimize network performance, and useful in preventing, detecting and responding to security threats

Technology Stack – CDE,PDI,Reports

Data Services – Data Integration, Data Visualization

Impact:

Provides real-time network topology with comprehensive visibility across worldwide networks, allowing detailed views of individual systems and devices affected by network incidents.
Monitors inbound and outbound traffic with a time slider for precise communication tracking, and provides insights into network performance, peak times, and resource utilization.
Tracks network activity, event logs, and generates alerts for quick responses to various network occurrences, aiding administrators in managing large, multi-location networks effectively.

Fleet Management

#Transportation

Track the train fleet, weather conditions, crowd levels, bus occupancy, social sentiment, and road conditions.

Technology Stack – CDE, SQL

Data Services – Data Integration, Data Visualization

Impact:

Enhance real-time monitoring of the train fleet.
Improve decision-making with up-to-date weather and road condition information.
Manage crowd levels and bus occupancy more effectively.
Gauge and respond to social sentiment to improve customer satisfaction.

DATA CLOUDIFICATION

#Retail

Transforming Retail Operations with Data Cloudification. A robust cloud analytics platform was set up to enable real-time data analysis. This platform provided Retail with powerful tools to generate insights and reports effortlessly.

Technology Stack – Pentaho CDE

Data Services – Data Integration, Data Visualization

Impact:

Moving data from various locations into the cloud streamlines analytics, provides a single point of access, and enhances business insights.
This “data cloudification” helps the Client to boosts sales, improves customer experience, and simplifies internal branch transfers and product analysis.
It also facilitates easier reporting and reduces waste by allowing for better analysis of stock aging and retention.