About SparklineData
SparklineData is a Technology company based in San Francisco (United States) founded in 2014, and was acquired by Oracle in April 2018. Large-scale data analytics processes are automated by the platform. Its Indian entity Ta Associates Advisory Private Limited reported revenue of βΉ205 Cr. The company was acqui-hired. SparklineData offers products and services including OCI Big Data, OCI Data Flow, OCI Data Catalog, and OCI Data Integration. Its focus areas include Enterprise Infrastructure, Big Data Infrastructure, Analytical Processing and Spark. Its competitors include Megh Computing and Qubical; 1 of its 2 listed competitors has raised funding.
Company details
SparklineData was founded in 2014 in San Francisco, United States, within the big data analytics sector. Analytical processes on large-scale data are automated through its platform. Business data is organized into detailed SNAP QuBEs, queryable entities, via the SNAP product. Hundreds of terabytes can be queried rapidly using these structures. The system is built on Apache Hadoop and Spark, supporting integration with distributed computing frameworks.
- Headquarters San Francisco, United States
- Stage Acquired
- SectorsTechnology
- Emailβ’β’β’β’β’β’β’β’
- Website sparklinedata.com
- Social LinkedIn X
- Acquired by Oracle (Apr 2018)
- Legal Name Ta Associates Advisory Private Limited
- Date of Incorporation 15 Dec, 2008
- Jurisdiction Mumbai, Maharashtra, India
Associated legal entities of SparklineData
SparklineData operates through Ta Associates Advisory Private Limited (active). Its filings, financials, charges and directors are on the company page.
| Legal entity | Status | Incorporated | Registered in | Revenue (FY 2025) | Employees | Directors | Company page |
|---|---|---|---|---|---|---|---|
| Ta Associates Advisory Private Limited CIN U74900MH2008PTC188893 | Active | 15 Dec 2008 | Mumbai, Maharashtra | ₹205 Cr | 3 | View details |
Products & Services of SparklineData
SparklineData offers a comprehensive portfolio of products and services, including OCI Big Data, OCI Data Flow, OCI Data Catalog, and OCI Data Integration.
Platform for storing and analyzing large datasets using Hadoop.
Managed Apache Spark for handling large-scale data tasks.
Tool for searching and governing enterprise data assets.
Simplifies ETL processes for data lakes and warehouses.
Investors in SparklineData
SparklineData has secured backing from 1 investor, including institutional investors. Prominent investors backing the company include Oracle.
| Investor | Description | Founded Year | Domain | Location |
|---|---|---|---|---|
Hybrid cloud infrastructure solutions are delivered for business management. | 1977 | oracle.com | Austin, United States |
Investor details for SparklineData
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Board of directors of Ta Associates Advisory Private Limited (SparklineData)
Ta Associates Advisory Private Limited is the primary company behind SparklineData. The board of Ta Associates Advisory Private Limited currently have 3 directors; the longest-serving is Melanie Rae Toomey, appointed in 2015. 8 earlier directors have ceased.
| Director | Designation | Appointed | Tenure | Entity |
|---|---|---|---|---|
| Melanie Rae Toomey DIN 07103302 | Director | 02 Mar 2015 | 11 yrs 7 mo | Ta Associates Advisory Private Limited |
| Ravindranath Menon Kizhakkepat Bhaskaran DIN 02579565 | Director | 01 Feb 2021 | 5 yrs 8 mo | Ta Associates Advisory Private Limited |
| Jennifer Ami Barbetta DIN 10709061 | Director | 25 Jul 2024 | 2 yrs 3 mo | Ta Associates Advisory Private Limited |
Financials of SparklineData
Figures of Ta Associates Advisory Private Limited, the primary company behind SparklineData, for FY 2025. Revenue was ₹205 Cr (+92% year on year). Net profit was ₹25.37 Cr (12% margin). EBITDA was ₹35.32 Cr (17% margin). Revenue has grown at a compounded annual rate of +46% over three years and +34% over five years.
- ₹205 CrRevenue · FY 2025 · +92% YoY
- ₹25.37 CrNet profit · 12% margin
- ₹35.32 CrEBITDA · 17% margin
- ₹2.56 CrPaid-up capital
- +46%Revenue CAGR, 3 years
- +34%Revenue CAGR, 5 years
Balance sheet, profit and loss, cash flow and ratios of Ta Associates Advisory Private Limited are on its company page.
Detailed financial statements for SparklineData
Statement rows, ratios, five-year trends and downloadable financials of the group companies require an active premium plan.
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Timeline of SparklineData
2 dated milestones of SparklineData across 4 years, from founding to its latest funding, stage changes and deals.
- Founded SparklineData is founded.
- Exit Acquired by Oracle.
Competitors of SparklineData
SparklineData has 2 listed competitors in our database, 1 of them funded. They include Megh Computing and Qubical.
| Company Name | Domain | Founded | HQ Location | Total funding | Employees | Description |
|---|---|---|---|---|---|---|
| megh.com | 2017 | Portland, United States | $7.81M | 8 | Real-time analytics platform using Spark Streaming is provided. | |
| qubical.io | 2018 | San Francisco, United States | Provides columnar execution engine to speed up Apache Spark queries efficiently. |
Detailed competitors of SparklineData
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Top companies in Big Data & Cloud Infrastructure
3 companies that operate in the same segment as SparklineData (Big Data & Cloud Infrastructure) in United States, ranked by their profile score on The Company Check.
| Company | Description | Founded | Location | Total funding | Revenue | Employees |
|---|---|---|---|---|---|---|
Cloud orchestration solutions are provided for multi-cloud and device applications. | 1998 | Palo Alto, California, United States | USD 595.83 M | USD 812.05 M | 8,861 | |
A cloud-based database-as-a-service platform is provided for application development. | 2007 | New York, New York, United States | USD 311.32 M | USD 2.46 B | 8,070 | |
Cybersecurity and zero trust solutions are delivered for secure networks. | 2007 | San Jose, California, United States | USD 148 M | USD 3.35 B | 9,616 |
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Related news about Sparklinedata
Complete news archive for SparklineData
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Frequently Asked Questions about SparklineData
SparklineData was founded in 2014.
SparklineData is headquartered in San Francisco, United States. It is registered at San Francisco, California, United States.
The primary company behind SparklineData, Ta Associates Advisory Private Limited, reported revenue of βΉ205 Cr for FY 2025, up 92% year on year.
SparklineData was founded in 2014 in San Francisco, United States, within the big data analytics sector. Analytical processes on large-scale data are automated through its platform. Business data is organized into detailed SNAP QuBEs, queryable entities, via the SNAP product. Hundreds of terabytes can be queried rapidly using these structures. The system is built on Apache Hadoop and Spark, supporting integration with distributed computing frameworks.
SparklineData's top competitors include Megh Computing and Qubical.
SparklineData offers OCI Big Data, OCI Data Flow, OCI Data Catalog, and OCI Data Integration.
SparklineData has 1 investor. Key investors include Oracle.
SparklineData operates through Ta Associates Advisory Private Limited.
Yes. SparklineData was acquired by Oracle in April 2018.
The legal entities of SparklineData currently have 3 directors, including Melanie Rae Toomey, Ravindranath Menon Kizhakkepat Bhaskaran, Jennifer Ami Barbetta.

