Unleash the power of analytics through
modern data engineering
We enable modern data engineering through integration of various data sources, creation of hybrid data lakes and warehouses and fully operationalized data pipelines to support data driven innovations.
At Sparity, we believe that data engineering is the enabler for data science. Data science consists of AL & ML models and experimentations. They can be developed only when we have a solid data infrastructure, which is possible through data engineering processes like collection, storage and transformation.
We can help you build this framework and use the power of data to reduce operational costs, discover new revenue sources and create new products. Our proven processes ensure all data, internal or external move from identification to storage without losing granularity and value.
Our approach

Data ingestion
We study the different data sources – right from files and data bases to logs and images. At this stage, the objective is to ensure we don’t lose out on any critical information. We collect, aggregate and move all types of data to one central location.

Data transformation & processing
We need to ensure that integrity of the data is maintained while achieving consistency. Data from different sources is transformed and aggregated in a way that it maintains a central data architecture.

Data storage
All the data is now moved into data lakes and data warehouses using on premise or cloud or hybrid architecture.

Data Governance
Effective Standards and Policies to monitor and control usage of data.
Our Offerings

Consulting
- Data Maturity Assessment
- Data Consolidation Strategy
- EDW Roadmap
- Cloud Adoptions Strategy

Design
- Data Warehouse Architecture
- Data Pipelines (SQL & No-SQL)
- Data Lakes and Analytical Sand Boxes
- Cloud Architecture(AWS, Azure,GCP..)

Implementation
- EDW Implementation and Maintenance
- Cloud Migration
- Maintain Data Pipelines for ML
- Data Model Support/Update
Data Engineering Technologies we work with
Data ingestion
storage
processing
ETL




Insights
Databricks in Healthcare and Pharma Industries- The evolution of Data Intelligence Platform
By John David
/ December 11, 2025
The healthcare and pharmaceutical industries are among the busiest sectors, where the inflow of data never pauses. The global pharma...
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How One Software Update Triggered a $440M Meltdown – Why Modernizing Legacy Systems Can’t Wait
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/ December 4, 2025
A $440 million loss in just 45 minutes. It sounds unreal, but it happened. A routine software deployment collided with...
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How Enterprise Architecture Modernization Transformed a Leading Financial Institution
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/ December 3, 2025
Client Overview The client, a global leader in post-trade financial services, operates highly regulated clearing and settlement systems supporting equities,...
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MLflow in 2025: The New Backbone of Enterprise MLOps
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/ December 1, 2025
Artificial intelligence is advancing at record speed, but turning experiments into reliable, scalable business outcomes is still one of the...
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Unified Data & Unmatched Performance: The 2025 Databricks Comparative Report
By John David
/ November 27, 2025
Unified Data, Unmatched Performance: The 2025 Comparative White Paper A strategic analysis of the rapidly evolving data engineering ecosystem. Download...
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/ November 21, 2025
AI Adoption in 2025 is the most widely circulated topic, and with its wide implementation across industries, the impact remains modest. Businesses...
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How Data Analytics is Transforming the Pharmaceutical Industry
By John David
/ November 18, 2025
You may be surprised to learn that the healthcare industry accounts for 30% of the world’s data volume. With a great set of...
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9 Hidden Power BI Features that Boost Your Productivity
By John David
/ November 18, 2025
Introduction Power BI keeps evolving fast. Yet most of the users only tap a fraction of what the platform offers. As Power BI experts, we are...
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Our clients & partners
Jim, CoFounder
By John David
/ July 31, 2024
We reached out to Sparity when sudden business has come our way which need to be delivered under tight deadlines, Sparity team has got into the game rapid fast and within know time they have hit the ball roaling and help us deliver the project ontime.
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Bob, Investor
By John David
/ July 31, 2024
I came across Sparity through my well-known friend who was leveraging Sparity engineers for more than a Decade, even I am impressed with their delivery quality who come with Can do Attitue, helping us deploy our solutions faster to our clients.
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John Smith, CIO
By John David
/ July 31, 2024
Sparity has been outstanding to work with and has been instrumental in getting us onboard, taking care of our security posture on time and within budget. Their architects understand what we are trying to accomplish, why we are trying to accomplish it and go above and beyond to come up with creative ways to get to where we want to go.
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