Company lists · Data refreshed November 2026
Top 25 Data preparation services worldwide
RevenueBase identified 3,393 company matches for data preparation services worldwide as of November 2026 and tracks 50,936 professional contacts across them, including 13,720 with verified work emails. The United States is the largest market and London the largest hub.
This list covers company matches for data preparation services worldwide, found by RevenueBase SmartSearch using the meaning of business descriptions in its company graph at Exact. Ranked by professionals tracked, largest first. Rows show recorded descriptions where available, Exact search membership and the snapshot date. Data refreshed November 6, 2026. Country and city lists for data preparation services follow the table.
Published by RevenueBase, a B2B data infrastructure company. This list was built with RevenueBase SmartSearch, the natural-language company search RevenueBase customers use to build their own targeted lists and unlock verified emails and direct dials at the companies on them. How these lists are built and judged.
The 25 largest data preparation services worldwide
Ranked by team size| # | Company | Contacts | |||
|---|---|---|---|---|---|
| 1 | 5,488 contacts → | ||||
Exact match “Ness Digital Engineering is a global provider of Intelligent Data and Software Engineering services, specializing in data, AI, and cloud-powered solutions that drive innovation…” Recorded in the RevenueBase company graph · Nov 6, 2026 · View company records in RevenueBase | |||||
| 2 | 1,793 contacts → | ||||
Exact match “We tackle the hardest work in data for the world's largest organizations.” Recorded in the RevenueBase company graph · Nov 6, 2026 · View company records in RevenueBase | |||||
| 3 | 1,343 contacts → | ||||
Exact match “ChainSys is an innovator in the data management and business platform implementation (ERP) space.” Recorded in the RevenueBase company graph · Nov 6, 2026 · View company records in RevenueBase | |||||
| 4 | 1,140 contacts → | ||||
Exact match “LexisNexis® Risk Solutions includes seven brands that span multiple industries.” Recorded in the RevenueBase company graph · Nov 6, 2026 · View company records in RevenueBase | |||||
| 5 | 964 contacts → | ||||
Exact match “IIMI offers a wide range of services designed to help customers bridge the digital divide, enabling enterprises to harness the full power of technology.” Recorded in the RevenueBase company graph · Nov 6, 2026 · View company records in RevenueBase | |||||
| 6 | 569 contacts → | ||||
Exact match “At Systech Solutions, Inc, we're an all-inclusive data and analytics firm, offering a wide spectrum of cloud, data engineering, AI, and machine learning solutions.” Recorded in the RevenueBase company graph · Nov 6, 2026 · View company records in RevenueBase | |||||
| 7 | 482 contacts → | ||||
Exact match “INFOMOTION GmbH, headquartered in Frankfurt am Main, is the leading consulting company for data performance: From data analytics to digital transformation, more than 420…” Recorded in the RevenueBase company graph · Nov 6, 2026 · View company records in RevenueBase | |||||
| 8 | 479 contacts → | ||||
Exact match “Natuvion is a digital moving company.” Recorded in the RevenueBase company graph · Nov 6, 2026 · View company records in RevenueBase | |||||
| 9 | 467 contacts → | ||||
Exact match “Pythian is an Operational Data and AI Company.” Recorded in the RevenueBase company graph · Nov 6, 2026 · View company records in RevenueBase | |||||
| 10 | 455 contacts → | ||||
Exact match “Product and Data Consulting -Product Management -Database Management -Web and Application Development -ETL for Large Datasets” Recorded in the RevenueBase company graph · Nov 6, 2026 · View company records in RevenueBase | |||||
| 11 | 440 contacts → | ||||
Exact match “A Leega é uma empresa de tecnologia com mais de 15 anos de experiência, especializada em Data & Analytics, Digital Analytics, Cloud, Desenvolvimento e Inteligência Artificial.” Recorded in the RevenueBase company graph · Nov 6, 2026 · View company records in RevenueBase | |||||
| 12 | 418 contacts → | ||||
Exact match “At Wavicle Data Solutions, data is the key to driving meaningful business change.” Recorded in the RevenueBase company graph · Nov 6, 2026 · View company records in RevenueBase | |||||
| 13 | 370 contacts → | ||||
Exact match “Jump: Your Data-Driven Partner for Innovation Jump is a company specialized in technology services and data analysis, composed by a highly qualified team in several areas.” Recorded in the RevenueBase company graph · Nov 6, 2026 · View company records in RevenueBase | |||||
| 14 | 330 contacts → | ||||
Exact match “Clairvoyant is a global technology consulting and services company that helps organizations maximize the value of data.” Recorded in the RevenueBase company graph · Nov 6, 2026 · View company records in RevenueBase | |||||
| 15 | 328 contacts → | ||||
Exact match “LUMIQ is an end-to-end Data Transformation Partner for modern financial services and insurance (FSI) companies, helping them build the Right Data DNA which powers their…” Recorded in the RevenueBase company graph · Nov 6, 2026 · View company records in RevenueBase | |||||
| 16 | 317 contacts → | ||||
Exact match “utopia, a Prometheus Group Company As a leading software and services company for end-to-end data quality, data migration and data governance solutions, our “build, fix and…” Recorded in the RevenueBase company graph · Nov 6, 2026 · View company records in RevenueBase | |||||
| 17 | 301 contacts → | ||||
Exact match “As of September 24, 2018, OSI Consulting, Inc, was renamed OSI Digital, Inc.” Recorded in the RevenueBase company graph · Nov 6, 2026 · View company records in RevenueBase | |||||
| 18 | 297 contacts → | ||||
Exact match “Epical is a pure-play data consultancy with services and expertise to support and enable the management, utilization and protection of data.” Recorded in the RevenueBase company graph · Nov 6, 2026 · View company records in RevenueBase | |||||
| 19 | 288 contacts → | ||||
Exact match “Softcrylic is a data consulting firm.” Recorded in the RevenueBase company graph · Nov 6, 2026 · View company records in RevenueBase | |||||
| 20 | 288 contacts → | ||||
Exact match “Genpact acquired Enquero on Jan.” Recorded in the RevenueBase company graph · Nov 6, 2026 · View company records in RevenueBase | |||||
| 21 | 276 contacts → | ||||
Exact match “MatrixDnA is the leading company in the field of big data, BI and AI for 10 years in a row according to the STKI survey.” Recorded in the RevenueBase company graph · Nov 6, 2026 · View company records in RevenueBase | |||||
| 22 | 272 contacts → | ||||
Exact match “Amnet Digital is an AI and data technology partner helping enterprises turn their data, digital assets, and technology investments into intelligent, scalable business outcomes.” Recorded in the RevenueBase company graph · Nov 6, 2026 · View company records in RevenueBase | |||||
| 23 | 268 contacts → | ||||
Exact match “Artha Solutions is a well-known business technology consulting firm that helps businesses maximize the value of their data as a corporate asset by implementing corporate strategy…” Recorded in the RevenueBase company graph · Nov 6, 2026 · View company records in RevenueBase | |||||
| 24 | 260 contacts → | ||||
Exact match “Cansel helps clients capture, transform and manage data leading to increased field to finish efficiency and profitability./ Cansel aide les clients à capturer, transformer et…” Recorded in the RevenueBase company graph · Nov 6, 2026 · View company records in RevenueBase | |||||
| 25 | 230 contacts → | ||||
Exact match “1995 yılında kurulan OBASE, “Analitik Çözümler” ve “ Sektörel Çözümler” ile uzmanlaşmış Türkiye’nin öncü yazılım ve danışmanlık şirketlerindendir.” Recorded in the RevenueBase company graph · Nov 6, 2026 · View company records in RevenueBase | |||||
RevenueBase SmartSearch
Describe a niche business in your own words. RevenueBase SmartSearch compares the meaning of your description with company business descriptions compiled in the RevenueBase company graph. Exact, Similar, Related and Broad control how closely companies must fit.
This list uses Exact for “data preparation services”. Each Exact match badge shows membership in that saved search; it is not an individual similarity score or a service-quality rating. Recorded descriptions are shown where available.
Showing 25 of 3,393 data preparation services worldwide
See the full list, filter by size, metro and specialty, and access 13,720 tracked professional contacts with verified work emails. Direct dials are available where recorded.
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Data preparation services worldwide at a glance
As of Nov 6, 2026Companies by employee count
Email recency is reported on each country list linked below.
How this list was built
The recorded descriptions help you assess these company matches. Check a company’s website for its current services and locations.
- Source
- The RevenueBase company graph: 60 million companies and 398.9 million professional contacts resolved from primary sources, queried with RevenueBase SmartSearch, the natural-language company search available to every RevenueBase user.
- Coverage
- Every country. Country and city lists for data preparation services are linked below.
- What qualifies
- Company records worldwide whose business descriptions match “data preparation services” by meaning at the Exact setting. Descriptions are compiled in the RevenueBase company graph from public websites, profiles and company information where available; they are not guaranteed quotations from the company's website.
- RevenueBase SmartSearch
- Describe a niche company in your own words to find businesses by meaning. Exact, Similar, Related and Broad control the breadth of RevenueBase SmartSearch. This saved list uses Exact. Each row's Exact match badge shows inclusion in that search, not an individual score or a service-quality judgment.
- Public preview
- The public preview omits records without a verified work email. Dataset totals and geographic summaries describe the full matched records before these preview filters.
- Match quality
- RevenueBase's August 25, 2026 study assessed 4,198 description/company pairs across matching settings. The publisher reports 86% good or better at Exact. This evaluates the method across queries; it does not audit this individual list. Recorded company descriptions, where available, help you judge each match yourself. Read the full methodology: how the lists are built and what the study measures.
- Ranking
- Team size, largest first: companies are ordered by the number of professionals RevenueBase tracks at each one. Employee ranges shown are reported bands, for context.
- Verification
- Every displayed company carries at least one verified work email. RevenueBase tracks 13,720 professional contacts with verified work emails across the full matched dataset. Contacts re-verify on a rolling cadence, and each contact's own verification date is shown inside RevenueBase.
- Refresh
- This page's figures were pulled from the company graph on November 6, 2026. Lists refresh periodically as the graph is re-checked.
- Record context
- Company records and descriptions can change. Check the company's website for its current services and locations.
Data preparation services by location
27 lists · largest firstEvery Data preparation services list RevenueBase publishes, by country and city. Counts are matching companies in each list as of its own refresh date.
Countries
- Data preparation services based in the United States672
- Data preparation services based in India319
- Data preparation services based in the United Kingdom222
- Data preparation services based in Brazil152
- Data preparation services based in France127
- Data preparation services based in Australia125
- Data preparation services based in Germany97
- Data preparation services based in Canada93
- Data preparation services based in the Netherlands78
- Data preparation services based in Spain57
- Data preparation services based in South Africa55
- Data preparation services based in Türkiye33
- Data preparation services based in Poland32
- Data preparation services based in Colombia31
- Data preparation services based in Belgium28
- Data preparation services based in Argentina27
- Data preparation services based in Finland27
- Data preparation services based in Italy26
Cities
- Data preparation services based in London, United Kingdom86
- Data preparation services based in Sao Paulo, Brazil57
- Data preparation services based in Paris, France48
- Data preparation services based in Bangalore, India47
- Data preparation services based in New York, United States36
- Data preparation services based in Sydney, Australia34
- Data preparation services based in Pune, India28
- Data preparation services based in Melbourne, Australia26
- Data preparation services based in Hyderabad, India25
Frequently asked
What is RevenueBase SmartSearch?
RevenueBase SmartSearch finds niche companies by the meaning of their business descriptions in the RevenueBase company graph. Exact, Similar, Related and Broad control how closely companies must fit your description. This list uses Exact for “data preparation services”; each Exact match badge shows search membership, not an individual similarity or quality score.
How many data preparation services are there worldwide?
RevenueBase identified 3,393 company matches for data preparation services worldwide as of November 2026, using the meaning of business descriptions at Exact. This is the recorded matched set in the RevenueBase company graph.
What is the largest company on this list?
Ness Digital Engineering tops the displayed preview by professional contacts tracked in RevenueBase. Recorded headquarters appear in the company rows.
Which country has the most data preparation services?
The United States leads with 672 companies, followed by India (319) and the United Kingdom (222). Every data preparation services list by country and city is linked on this page.
Which city has the most data preparation services?
London leads with 87 company records, followed by Sao Paulo (57) and Paris (48).
How do I get contact information for these companies?
A free RevenueBase account lets you run this exact search and work limited free results with 500 credits to start. Upgrading provides access to the 13,720 professional contacts with verified work emails tracked across these 3,393 companies; direct dials are available where recorded.
How current is this list?
The list refreshes periodically as the company graph is re-checked. This page's figures were pulled on November 6, 2026.
Ready to reach these companies? Verified emails and direct dials for all 3,393 data preparation services worldwide. Start with a free account, no credit card.
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About this data
RevenueBase is a B2B data infrastructure company. Its company graph covers 60 million companies and 398.9 million professional contacts, with emails verified on a rolling cadence rather than scraped once and left to decay. These company lists are generated directly from that graph with RevenueBase SmartSearch, the same natural-language company search every RevenueBase user has: describe a market in plain words, get the companies that match, and add verified emails and direct dials for the people at them. It is the same data that powers RevenueBase's B2B data products, and a free account includes 500 credits to start. How these lists are built and judged.
More company lists
Company intelligence · public preview
Top 25 data preparation services worldwide
Find companies in any niche.
Describe the businesses you want in your own words. RevenueBase SmartSearch matches company descriptions by meaning.
RevenueBase records 3,393 matching company records for data preparation services worldwide, with 50,936 tracked contacts and 13,720 verified work emails.
This public preview shows 25 selected records ordered by tracked contacts. RevenueBase SmartSearch finds company descriptions that match by meaning at Exact. Snapshot: November 6, 2026.
RevenueBase compiles business descriptions for niche-company discovery; each row shows a recorded excerpt where available. Adapt this search to find the companies and contacts you want.
Top 25 data preparation services worldwide
The public list shows selected company records with contact and verified-email coverage. Reported employee bands provide separate company-size context.
| # | Company | Headquarters on record | Reported employees | RevenueBase SmartSearch | Tracked contacts |
|---|---|---|---|---|---|
| 1 |  Ness Digital Engineeringness.comHQ: New York, NY, United StatesReported employees: 1,001-5,000 | New York, NY, United States | 1,001-5,000 | Exact match | 5,488 contacts → |
“Ness Digital Engineering is a global provider of Intelligent Data and Software Engineering services, specializing in data, AI, and cloud-powered solutions that drive innovation…” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 2 |  Synitisyniti.comHQ: Needham, MA, United StatesReported employees: 1,001-5,000 | Needham, MA, United States | 1,001-5,000 | Exact match | 1,793 contacts → |
“We tackle the hardest work in data for the world's largest organizations.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 3 |  Chain-Sys Corporationchainsys.aiHQ: Rocklin, United StatesReported employees: 501-1,000 | Rocklin, United States | 501-1,000 | Exact match | 1,343 contacts → |
“ChainSys is an innovator in the data management and business platform implementation (ERP) space.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 4 |  Reed Business Informationrisk.lexisnexis.comHQ: United KingdomReported employees: 10001+ | United Kingdom | 10001+ | Exact match | 1,140 contacts → |
“LexisNexis® Risk Solutions includes seven brands that span multiple industries.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 5 |  Intelligent Image Management, Inc. Iimi USAiimdirect.comHQ: Henderson, NV, United StatesReported employees: 5,001-10,000 | Henderson, NV, United States | 5,001-10,000 | Exact match | 964 contacts → |
“IIMI offers a wide range of services designed to help customers bridge the digital divide, enabling enterprises to harness the full power of technology.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 6 |  Systech Solutions, INCsystechusa.comHQ: Glendale, United StatesReported employees: 501-1,000 | Glendale, United States | 501-1,000 | Exact match | 569 contacts → |
“At Systech Solutions, Inc, we're an all-inclusive data and analytics firm, offering a wide spectrum of cloud, data engineering, AI, and machine learning solutions.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 7 |  Infomotion Gmbhinfomotion.deHQ: Frankfurt, GermanyReported employees: 501-1,000 | Frankfurt, Germany | 501-1,000 | Exact match | 482 contacts → |
“INFOMOTION GmbH, headquartered in Frankfurt am Main, is the leading consulting company for data performance: From data analytics to digital transformation, more than 420…” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 8 |  Natuvionnatuvion.comHQ: Walldorf, GermanyReported employees: 501-1,000 | Walldorf, Germany | 501-1,000 | Exact match | 479 contacts → |
“Natuvion is a digital moving company.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 9 |  Pythianpythian.comHQ: Ottawa, ON, CanadaReported employees: 201-500 | Ottawa, ON, Canada | 201-500 | Exact match | 467 contacts → |
“Pythian is an Operational Data and AI Company.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 10 |  MSTmstweb.comHQ: Holliston, United StatesReported employees: Not recorded | Holliston, United States | Not recorded | Exact match | 455 contacts → |
“Product and Data Consulting -Product Management -Database Management -Web and Application Development -ETL for Large Datasets” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 11 |  LEEGAleega.com.brHQ: São Paulo, BrazilReported employees: 501-1,000 | São Paulo, Brazil | 501-1,000 | Exact match | 440 contacts → |
“A Leega é uma empresa de tecnologia com mais de 15 anos de experiência, especializada em Data & Analytics, Digital Analytics, Cloud, Desenvolvimento e Inteligência Artificial.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 12 |  Wavicle Data Solutionswavicledata.comHQ: Oak Brook, United StatesReported employees: 501-1,000 | Oak Brook, United States | 501-1,000 | Exact match | 418 contacts → |
“At Wavicle Data Solutions, data is the key to driving meaningful business change.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 13 |  JUMPjump.tec.brHQ: São Paulo, BrazilReported employees: 501-1,000 | São Paulo, Brazil | 501-1,000 | Exact match | 370 contacts → |
“Jump: Your Data-Driven Partner for Innovation Jump is a company specialized in technology services and data analysis, composed by a highly qualified team in several areas.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 14 |  Clairvoyantclairvoyant.aiHQ: Chandler, United StatesReported employees: 501-1,000 | Chandler, United States | 501-1,000 | Exact match | 330 contacts → |
“Clairvoyant is a global technology consulting and services company that helps organizations maximize the value of data.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 15 |  LUMIQlumiq.aiHQ: Noida, IndiaReported employees: 201-500 | Noida, India | 201-500 | Exact match | 328 contacts → |
“LUMIQ is an end-to-end Data Transformation Partner for modern financial services and insurance (FSI) companies, helping them build the Right Data DNA which powers their…” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 16 |  Utopia Global, INCprometheusgroup.comHQ: Mundelein, IL, United StatesReported employees: 501-1,000 | Mundelein, IL, United States | 501-1,000 | Exact match | 317 contacts → |
“utopia, a Prometheus Group Company As a leading software and services company for end-to-end data quality, data migration and data governance solutions, our “build, fix and…” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 17 |  OSI Consultingosidigital.comHQ: Woodland Hills, BC, United StatesReported employees: 1,001-5,000 | Woodland Hills, BC, United States | 1,001-5,000 | Exact match | 301 contacts → |
“As of September 24, 2018, OSI Consulting, Inc, was renamed OSI Digital, Inc.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 18 |  Epicalepicalgroup.comHQ: Espoo, FinlandReported employees: 201-500 | Espoo, Finland | 201-500 | Exact match | 297 contacts → |
“Epical is a pure-play data consultancy with services and expertise to support and enable the management, utilization and protection of data.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 19 |  Softcrylicsoftcrylic.comHQ: Minneapolis, MN, United StatesReported employees: 51-200 | Minneapolis, MN, United States | 51-200 | Exact match | 288 contacts → |
“Softcrylic is a data consulting firm.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 20 |  Enqueroenquero.comHQ: Milpitas, CA, United StatesReported employees: 501-1,000 | Milpitas, CA, United States | 501-1,000 | Exact match | 288 contacts → |
“Genpact acquired Enquero on Jan.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 21 |  Matrix DNAmatrixdna.aiHQ: Kfar Saba, IsraelReported employees: 501-1,000 | Kfar Saba, Israel | 501-1,000 | Exact match | 276 contacts → |
“MatrixDnA is the leading company in the field of big data, BI and AI for 10 years in a row according to the STKI survey.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 22 |  Amnet Digitalamnetdigital.comHQ: Austin, United StatesReported employees: 201-500 | Austin, United States | 201-500 | Exact match | 272 contacts → |
“Amnet Digital is an AI and data technology partner helping enterprises turn their data, digital assets, and technology investments into intelligent, scalable business outcomes.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 23 |  Artha Solutionsthinkartha.comHQ: Scottsdale, AZ, United StatesReported employees: 201-500 | Scottsdale, AZ, United States | 201-500 | Exact match | 268 contacts → |
“Artha Solutions is a well-known business technology consulting firm that helps businesses maximize the value of their data as a corporate asset by implementing corporate strategy…” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 24 |  Canselcansel.caHQ: Montreal, CanadaReported employees: 201-500 | Montreal, Canada | 201-500 | Exact match | 260 contacts → |
“Cansel helps clients capture, transform and manage data leading to increased field to finish efficiency and profitability./ Cansel aide les clients à capturer, transformer et…” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 25 |  OBASEobase.comHQ: Istanbul, TürkiyeReported employees: 201-500 | Istanbul, Türkiye | 201-500 | Exact match | 230 contacts → |
“1995 yılında kurulan OBASE, “Analitik Çözümler” ve “ Sektörel Çözümler” ile uzmanlaşmış Türkiye’nin öncü yazılım ve danışmanlık şirketlerindendir.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
Showing 25 of 3,393 company matches
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Data preparation services: dataset insights
November 6, 2026These summaries describe recorded coverage in this saved dataset. This page is derived from saved source records; per-contact mobile coverage and email-recency results are not established by this snapshot.
Reported company sizes
3,387 records in the displayed employee bands.
6 matching records are outside the displayed bands or do not have a displayed size. Bars show shares of the displayed bands.
Email recency for this list is measured across the whole country list rather than for Worldwide, so it is reported there. Company counts and contact totals on this page are exact for Worldwide, over 3,393 companies.
How this company list was built
Describe a niche in your own words: companies installing commercial solar, or manufacturers of sustainable packaging. RevenueBase SmartSearch finds companies whose compiled business descriptions match by meaning. This list is one saved example to adapt.
Where the company descriptions come from
RevenueBase compiles company information from public sources, including company websites and public professional profiles such as LinkedIn, alongside information supplied by companies. The short recorded excerpt shown here is separate from the complete business description used for matching; individual source URLs and collection dates are not provided in this public snapshot.
RevenueBase SmartSearch matching settings
- Exact
- Closest fits to the business described.
- Similar
- Similar businesses with a wider range of fits.
- Related
- Related businesses in and around the category.
- Broad
- A broader set of businesses connected to the description.
RevenueBase SmartSearch · Exact match identifies inclusion in this search's closest semantic matching setting. It is not a per-company confidence score, a literal keyword match, or a quality endorsement.
Selection, ordering and scope
The public list shows selected company records with contact and verified-email coverage. Reported employee bands provide separate company-size context.
This page is derived from saved source records; per-contact mobile coverage and email-recency results are not established by this snapshot.
Recorded company descriptions support research; check company websites for current services. The selected preview is ordered by tracked contacts and is not a list of the best service providers.
Snapshot: November 6, 2026.
RevenueBase is a B2B data infrastructure company. Its September 3, 2026 published methodology describes a graph of 60 million companies and 398.9 million professional contacts; these platform figures differ from this page's totals. Published methodology ↗
Data preparation services by location
27 lists · largest firstEvery Data preparation services list RevenueBase publishes, by country and city. Counts are matching companies in each list as of its own refresh date.
Countries
- Data preparation services based in the United States672
- Data preparation services based in India319
- Data preparation services based in the United Kingdom222
- Data preparation services based in Brazil152
- Data preparation services based in France127
- Data preparation services based in Australia125
- Data preparation services based in Germany97
- Data preparation services based in Canada93
- Data preparation services based in the Netherlands78
- Data preparation services based in Spain57
- Data preparation services based in South Africa55
- Data preparation services based in Türkiye33
- Data preparation services based in Poland32
- Data preparation services based in Colombia31
- Data preparation services based in Belgium28
- Data preparation services based in Argentina27
- Data preparation services based in Finland27
- Data preparation services based in Italy26
Cities
- Data preparation services based in London, United Kingdom86
- Data preparation services based in Sao Paulo, Brazil57
- Data preparation services based in Paris, France48
- Data preparation services based in Bangalore, India47
- Data preparation services based in New York, United States36
- Data preparation services based in Sydney, Australia34
- Data preparation services based in Pune, India28
- Data preparation services based in Melbourne, Australia26
- Data preparation services based in Hyderabad, India25
Questions about this company list
What does Exact match mean for data preparation services?
The separate RevenueBase SmartSearch column identifies inclusion at the closest semantic matching preset. It is not a literal keyword match, a per-company confidence score or a quality endorsement. Changing the search form opens a new search in RevenueBase; it does not reclassify these saved rows.
How many data preparation services did RevenueBase find worldwide?
The saved snapshot records 3,393 matching company records, 50,936 tracked contacts and 13,720 verified emails. The public preview displays 25 selected records.
Where do the company descriptions come from?
RevenueBase compiles company information from public sources, including company websites and public professional profiles such as LinkedIn, alongside information supplied by companies. The short recorded excerpt shown here is separate from the complete business description used for matching; individual source URLs and collection dates are not provided in this public snapshot.
How are the public companies ordered?
The selected public records are ordered by contacts tracked in RevenueBase, highest first. Contact coverage is a prospecting measure, not an assessment of the company's services or quality.
How can I get contact information?
Select a company's contact count to open its filtered contacts in RevenueBase. Free signup is required and includes 500 credits and limited free results. Verified emails, direct dials and mobile numbers depend on available coverage.
How current is this list?
Snapshot: November 6, 2026. Review each company's website for current services and locations. A recorded business description does not establish that every company offers every service named in the search.
What do headquarters and employee bands mean?
These are recorded company-level fields, rather than a map of every branch or a count of specialists. Missing headquarters or employee bands are labeled; older records may show a location separately from recorded headquarters.
Build your next target company list
Adapt this niche search and work with available contacts in RevenueBase.
Related lists
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Cite this list
RevenueBase Data Team. Top 25 data preparation services worldwide. Snapshot: November 6, 2026. https://revenuebase.ai/companies/browse/data-preparation-services.
This is a selected public preview of saved company records, rather than an independently verified census. Open the source page ↗
More company lists
Company intelligence · public preview
Top 25 data preparation services worldwide
RevenueBase records 3,393 matching company records for data preparation services worldwide, with 50,936 tracked contacts and 13,720 verified work emails.
This public preview shows 25 selected records ordered by tracked contacts. RevenueBase SmartSearch finds company descriptions that match by meaning at Exact. Snapshot: November 6, 2026.
RevenueBase compiles business descriptions for niche-company discovery; each row shows a recorded excerpt where available. Adapt this search to find the companies and contacts you want.
Top 25 data preparation services worldwide
The public list shows selected company records with contact and verified-email coverage. Reported employee bands provide separate company-size context.
| # | Company | Headquarters on record | Reported employees | RevenueBase SmartSearch | Tracked contacts |
|---|---|---|---|---|---|
| 1 | Ness Digital Engineeringness.com HQ: New York, NY, United StatesReported employees: 1,001-5,000 | New York, NY, United States | 1,001-5,000 | Exact match | 5,488 contacts → |
“Ness Digital Engineering is a global provider of Intelligent Data and Software Engineering services, specializing in data, AI, and cloud-powered solutions that drive innovation…” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 2 | Synitisyniti.com HQ: Needham, MA, United StatesReported employees: 1,001-5,000 | Needham, MA, United States | 1,001-5,000 | Exact match | 1,793 contacts → |
“We tackle the hardest work in data for the world's largest organizations.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 3 | Chain-Sys Corporationchainsys.ai HQ: Rocklin, United StatesReported employees: 501-1,000 | Rocklin, United States | 501-1,000 | Exact match | 1,343 contacts → |
“ChainSys is an innovator in the data management and business platform implementation (ERP) space.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 4 | Reed Business Informationrisk.lexisnexis.com HQ: United KingdomReported employees: 10001+ | United Kingdom | 10001+ | Exact match | 1,140 contacts → |
“LexisNexis® Risk Solutions includes seven brands that span multiple industries.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 5 | Intelligent Image Management, Inc. Iimi USAiimdirect.com HQ: Henderson, NV, United StatesReported employees: 5,001-10,000 | Henderson, NV, United States | 5,001-10,000 | Exact match | 964 contacts → |
“IIMI offers a wide range of services designed to help customers bridge the digital divide, enabling enterprises to harness the full power of technology.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 6 | Systech Solutions, INCsystechusa.com HQ: Glendale, United StatesReported employees: 501-1,000 | Glendale, United States | 501-1,000 | Exact match | 569 contacts → |
“At Systech Solutions, Inc, we're an all-inclusive data and analytics firm, offering a wide spectrum of cloud, data engineering, AI, and machine learning solutions.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 7 | Infomotion Gmbhinfomotion.de HQ: Frankfurt, GermanyReported employees: 501-1,000 | Frankfurt, Germany | 501-1,000 | Exact match | 482 contacts → |
“INFOMOTION GmbH, headquartered in Frankfurt am Main, is the leading consulting company for data performance: From data analytics to digital transformation, more than 420…” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 8 | Natuvionnatuvion.com HQ: Walldorf, GermanyReported employees: 501-1,000 | Walldorf, Germany | 501-1,000 | Exact match | 479 contacts → |
“Natuvion is a digital moving company.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 9 | Pythianpythian.com HQ: Ottawa, ON, CanadaReported employees: 201-500 | Ottawa, ON, Canada | 201-500 | Exact match | 467 contacts → |
“Pythian is an Operational Data and AI Company.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 10 | MSTmstweb.com HQ: Holliston, United StatesReported employees: Not recorded | Holliston, United States | Not recorded | Exact match | 455 contacts → |
“Product and Data Consulting -Product Management -Database Management -Web and Application Development -ETL for Large Datasets” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 11 | LEEGAleega.com.br HQ: São Paulo, BrazilReported employees: 501-1,000 | São Paulo, Brazil | 501-1,000 | Exact match | 440 contacts → |
“A Leega é uma empresa de tecnologia com mais de 15 anos de experiência, especializada em Data & Analytics, Digital Analytics, Cloud, Desenvolvimento e Inteligência Artificial.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 12 | Wavicle Data Solutionswavicledata.com HQ: Oak Brook, United StatesReported employees: 501-1,000 | Oak Brook, United States | 501-1,000 | Exact match | 418 contacts → |
“At Wavicle Data Solutions, data is the key to driving meaningful business change.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 13 | JUMPjump.tec.br HQ: São Paulo, BrazilReported employees: 501-1,000 | São Paulo, Brazil | 501-1,000 | Exact match | 370 contacts → |
“Jump: Your Data-Driven Partner for Innovation Jump is a company specialized in technology services and data analysis, composed by a highly qualified team in several areas.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 14 | Clairvoyantclairvoyant.ai HQ: Chandler, United StatesReported employees: 501-1,000 | Chandler, United States | 501-1,000 | Exact match | 330 contacts → |
“Clairvoyant is a global technology consulting and services company that helps organizations maximize the value of data.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 15 | LUMIQlumiq.ai HQ: Noida, IndiaReported employees: 201-500 | Noida, India | 201-500 | Exact match | 328 contacts → |
“LUMIQ is an end-to-end Data Transformation Partner for modern financial services and insurance (FSI) companies, helping them build the Right Data DNA which powers their…” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 16 | Utopia Global, INCprometheusgroup.com HQ: Mundelein, IL, United StatesReported employees: 501-1,000 | Mundelein, IL, United States | 501-1,000 | Exact match | 317 contacts → |
“utopia, a Prometheus Group Company As a leading software and services company for end-to-end data quality, data migration and data governance solutions, our “build, fix and…” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 17 | OSI Consultingosidigital.com HQ: Woodland Hills, BC, United StatesReported employees: 1,001-5,000 | Woodland Hills, BC, United States | 1,001-5,000 | Exact match | 301 contacts → |
“As of September 24, 2018, OSI Consulting, Inc, was renamed OSI Digital, Inc.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 18 | Epicalepicalgroup.com HQ: Espoo, FinlandReported employees: 201-500 | Espoo, Finland | 201-500 | Exact match | 297 contacts → |
“Epical is a pure-play data consultancy with services and expertise to support and enable the management, utilization and protection of data.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 19 | Softcrylicsoftcrylic.com HQ: Minneapolis, MN, United StatesReported employees: 51-200 | Minneapolis, MN, United States | 51-200 | Exact match | 288 contacts → |
“Softcrylic is a data consulting firm.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 20 | Enqueroenquero.com HQ: Milpitas, CA, United StatesReported employees: 501-1,000 | Milpitas, CA, United States | 501-1,000 | Exact match | 288 contacts → |
“Genpact acquired Enquero on Jan.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 21 | Matrix DNAmatrixdna.ai HQ: Kfar Saba, IsraelReported employees: 501-1,000 | Kfar Saba, Israel | 501-1,000 | Exact match | 276 contacts → |
“MatrixDnA is the leading company in the field of big data, BI and AI for 10 years in a row according to the STKI survey.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 22 | Amnet Digitalamnetdigital.com HQ: Austin, United StatesReported employees: 201-500 | Austin, United States | 201-500 | Exact match | 272 contacts → |
“Amnet Digital is an AI and data technology partner helping enterprises turn their data, digital assets, and technology investments into intelligent, scalable business outcomes.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 23 | Artha Solutionsthinkartha.com HQ: Scottsdale, AZ, United StatesReported employees: 201-500 | Scottsdale, AZ, United States | 201-500 | Exact match | 268 contacts → |
“Artha Solutions is a well-known business technology consulting firm that helps businesses maximize the value of their data as a corporate asset by implementing corporate strategy…” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 24 | Canselcansel.ca HQ: Montreal, CanadaReported employees: 201-500 | Montreal, Canada | 201-500 | Exact match | 260 contacts → |
“Cansel helps clients capture, transform and manage data leading to increased field to finish efficiency and profitability./ Cansel aide les clients à capturer, transformer et…” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
| 25 | OBASEobase.com HQ: Istanbul, TürkiyeReported employees: 201-500 | Istanbul, Türkiye | 201-500 | Exact match | 230 contacts → |
“1995 yılında kurulan OBASE, “Analitik Çözümler” ve “ Sektörel Çözümler” ile uzmanlaşmış Türkiye’nin öncü yazılım ve danışmanlık şirketlerindendir.” Recorded description excerpt · November 6, 2026Open company data in RevenueBase ↗Free signup required. | |||||
Showing 25 of 3,393 company matches
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Data preparation services: dataset insights
November 6, 2026These summaries describe recorded coverage in this saved dataset. This page is derived from saved source records; per-contact mobile coverage and email-recency results are not established by this snapshot.
Reported company sizes
3,387 records in the displayed employee bands.
6 matching records are outside the displayed bands or do not have a displayed size. Bars show shares of the displayed bands.
Email recency for this list is measured across the whole country list rather than for Worldwide, so it is reported there. Company counts and contact totals on this page are exact for Worldwide, over 3,393 companies.
How this company list was built
Describe a niche in your own words: companies installing commercial solar, or manufacturers of sustainable packaging. RevenueBase SmartSearch finds companies whose compiled business descriptions match by meaning. This list is one saved example to adapt.
Where the company descriptions come from
RevenueBase compiles company information from public sources, including company websites and public professional profiles such as LinkedIn, alongside information supplied by companies. The short recorded excerpt shown here is separate from the complete business description used for matching; individual source URLs and collection dates are not provided in this public snapshot.
RevenueBase SmartSearch matching settings
- Exact
- Closest fits to the business described.
- Similar
- Similar businesses with a wider range of fits.
- Related
- Related businesses in and around the category.
- Broad
- A broader set of businesses connected to the description.
RevenueBase SmartSearch · Exact match identifies inclusion in this search's closest semantic matching setting. It is not a per-company confidence score, a literal keyword match, or a quality endorsement.
Selection, ordering and scope
The public list shows selected company records with contact and verified-email coverage. Reported employee bands provide separate company-size context.
This page is derived from saved source records; per-contact mobile coverage and email-recency results are not established by this snapshot.
Recorded company descriptions support research; check company websites for current services. The selected preview is ordered by tracked contacts and is not a list of the best service providers.
Snapshot: November 6, 2026.
RevenueBase is a B2B data infrastructure company. Its September 3, 2026 published methodology describes a graph of 60 million companies and 398.9 million professional contacts; these platform figures differ from this page's totals. Published methodology ↗
Data preparation services by location
27 lists · largest firstEvery Data preparation services list RevenueBase publishes, by country and city. Counts are matching companies in each list as of its own refresh date.
Countries
- Data preparation services based in the United States672
- Data preparation services based in India319
- Data preparation services based in the United Kingdom222
- Data preparation services based in Brazil152
- Data preparation services based in France127
- Data preparation services based in Australia125
- Data preparation services based in Germany97
- Data preparation services based in Canada93
- Data preparation services based in the Netherlands78
- Data preparation services based in Spain57
- Data preparation services based in South Africa55
- Data preparation services based in Türkiye33
- Data preparation services based in Poland32
- Data preparation services based in Colombia31
- Data preparation services based in Belgium28
- Data preparation services based in Argentina27
- Data preparation services based in Finland27
- Data preparation services based in Italy26
Cities
- Data preparation services based in London, United Kingdom86
- Data preparation services based in Sao Paulo, Brazil57
- Data preparation services based in Paris, France48
- Data preparation services based in Bangalore, India47
- Data preparation services based in New York, United States36
- Data preparation services based in Sydney, Australia34
- Data preparation services based in Pune, India28
- Data preparation services based in Melbourne, Australia26
- Data preparation services based in Hyderabad, India25
Questions about this company list
What does Exact match mean for data preparation services?
The separate RevenueBase SmartSearch column identifies inclusion at the closest semantic matching preset. It is not a literal keyword match, a per-company confidence score or a quality endorsement. Changing the search form opens a new search in RevenueBase; it does not reclassify these saved rows.
How many data preparation services did RevenueBase find worldwide?
The saved snapshot records 3,393 matching company records, 50,936 tracked contacts and 13,720 verified emails. The public preview displays 25 selected records.
Where do the company descriptions come from?
RevenueBase compiles company information from public sources, including company websites and public professional profiles such as LinkedIn, alongside information supplied by companies. The short recorded excerpt shown here is separate from the complete business description used for matching; individual source URLs and collection dates are not provided in this public snapshot.
How are the public companies ordered?
The selected public records are ordered by contacts tracked in RevenueBase, highest first. Contact coverage is a prospecting measure, not an assessment of the company's services or quality.
How can I get contact information?
Select a company's contact count to open its filtered contacts in RevenueBase. Free signup is required and includes 500 credits and limited free results. Verified emails, direct dials and mobile numbers depend on available coverage.
How current is this list?
Snapshot: November 6, 2026. Review each company's website for current services and locations. A recorded business description does not establish that every company offers every service named in the search.
What do headquarters and employee bands mean?
These are recorded company-level fields, rather than a map of every branch or a count of specialists. Missing headquarters or employee bands are labeled; older records may show a location separately from recorded headquarters.
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Cite this list
RevenueBase Data Team. Top 25 data preparation services worldwide. Snapshot: November 6, 2026. https://revenuebase.ai/companies/browse/data-preparation-services.
This is a selected public preview of saved company records, rather than an independently verified census. Open the source page ↗