Company lists · Data refreshed November 2026

Top 18 Real world data companies based in India

RevenueBase identified 98 company matches for real world data companies associated with India as of November 2026 and tracks 8,672 professional contacts across them, including 2,976 with verified work emails. Bangalore is the largest hub.

This list covers company matches for real world data companies associated with India, 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 5, 2026.

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.

How to read this list RevenueBase SmartSearch · Exact Recorded Nov 5, 2026 How this list was built
98Companies
8,672Contacts tracked
2,976Verified emails
Explore this list → Free signup · no credit card · 500 free credits

The 18 largest real world data companies based in India

Ranked by team size
Top 18 of 98 company matches for real world data companies based in India, ordered by professional contacts tracked in RevenueBase, largest first. Recorded Nov 5, 2026. The RevenueBase SmartSearch column shows Exact match membership in this saved search. Click a contact count to view that company's people. Totals use company locations recorded by RevenueBase; the displayed preview is a smaller selection.
#CompanyRevenueBase SmartSearchHeadquartersEmployeesContacts
1Exact matchBangalore, IndiaHQ recorded Nov 5, 202610001+6,487 contacts →

Exact match

“Formed by the merger of Quintiles and IMS Health in 2016, IQVIA, The Human Data Science Company™ has had a significant presence of over two decades in India through it merged…”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
2Exact matchHyderabad, IndiaHQ recorded Nov 5, 202651-200134 contacts →

Exact match

“Inductive Quotient (IQA) is a healthcare and clinical, technology-enabled Full-Service CRO and ClinTech partner delivering end-to-end clinical execution and evidence generation…”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
3Exact matchBangalore, IndiaHQ recorded Nov 5, 202651-200118 contacts →

Exact match

“D2L 'Discovery to Launch' stands to deliver the needs of the healthcare industry across the lifecycle.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
4Exact matchBangalore, IndiaHQ recorded Nov 5, 202651-200107 contacts →

Exact match

“We believe in using science for the greater betterment of humanity.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
5Exact matchPune, IndiaHQ recorded Nov 5, 202651-20066 contacts →

Exact match

“KITE-AI Technologies Pvt.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
6Exact matchKolkata, IndiaHQ recorded Nov 5, 202651-20060 contacts →

Exact match

“Indoriv Clinical is a hybrid biotechnology CRO leveraging its expertise in developing a medical database through human specimen biobanking and prospective clinical trials.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
7Exact matchMumbai, IndiaHQ recorded Nov 5, 202651-20058 contacts →

Exact match

“Welcome to Mirats Insights, where research, technology, and human intelligence come together to help organisations make better decisions.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
8Exact matchHaryana, IndiaHQ recorded Nov 5, 202651-20044 contacts →

Exact match

“Healthcare Panels of India (HPI) is an ISO-certified healthcare research organization that provides unparalleled support to global healthcare and pharmaceutical companies with the…”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
9Exact matchHyderabad, IndiaHQ recorded Nov 5, 202611-5033 contacts →

Exact match

“End Point Data Analytics (EPDA) is a place with renowned data, under experts monitoring with unified extensions to clinical sites, with understanding the impact they are having on…”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
10Exact matchKolkata, IndiaHQ recorded Nov 5, 202611-5028 contacts →

Exact match

“CliniMed LifeSciences is a clinical research organization focused on improvement of patient care globally using data, technology, modern analytics, and innovation in therapeutics.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
11Exact matchHyderabad, IndiaHQ recorded Nov 5, 202651-20027 contacts →

Exact match

“PharSights is transforming the pharma industry with a data-driven platform that empowers businesses to make smarter, faster decisions.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
12Exact matchAhmedabad, IndiaHQ recorded Nov 5, 202611-5027 contacts →

Exact match

“PHARMA-STATS is a full-service CRO, partnered with pharmaceutical and healthcare companies across Biostatistics, Statistical Programming, Data Management, Data Science, Automation…”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
13Exact matchDelhi, IndiaHQ recorded Nov 5, 202611-5026 contacts →

Exact match

“Medeva helps doctors to capture and utilize patient health information from their practice, collaborate with other doctors to create RWE based protocols, care pathways, write…”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
14Exact matchNoida, IndiaHQ recorded Nov 5, 202611-5024 contacts →

Exact match

“Data science driven company to support faster drug development and healthcare solutions.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
15Exact matchDelhi, IndiaHQ recorded Nov 5, 202611-5022 contacts →

Exact match

“Predicting and changing the future of healthcare for the better Collecting data from diverse and often non-traditional sources, including, claims, EMRs, care management, social…”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
16Exact matchBangalore, IndiaHQ recorded Nov 5, 202611-5019 contacts →

Exact match

“CuradigmData, a data informatics and scientific curation company based out of India and UAE.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
17Exact matchBengaluru North, IndiaHQ recorded Nov 5, 202611-5017 contacts →

Exact match

“We specialize in collecting insights and data from healthcare professionals, patients and other stakeholders in the healthcare industry.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
18Exact matchMangaluru, IndiaHQ recorded Nov 5, 202611-5017 contacts →

Exact match

“Epsilon has grown over the years successfully in supporting clinical trials and offering accurate results coupled with outstanding services.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase

Showing 18 of 98 real world data companies based in India

See the full list, filter by size, metro and specialty, and access 2,976 tracked professional contacts with verified work emails. Direct dials are available where recorded.

Free signup · no credit card

View the full list →

Real world data companies based in India at a glance

As of Nov 5, 2026
34.3%Verified-email coverage
88.5Average contacts per company
11-50Median size (employees)
18.4%Largest-city concentration · Bangalore
Nov 5, 2026Page data refreshed

Companies by employee count

1-10
24
11-50
45
51-200
19
201-500
5
501-1,000
2
1,001-5,000
2
10001+
1

Email recency for this list is measured worldwide rather than for India, so it is reported there. Company counts and contact totals on this page are exact for India, over 98 companies.

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.
What qualifies
Company records associated with India whose business descriptions match “real world data companies” 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. Where headquarters information is recorded, preview rows are also filtered to this page’s location. 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 2,976 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 5, 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.

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 “real world data companies”; each Exact match badge shows search membership, not an individual similarity or quality score.

How many real world data companies are there based in India?

RevenueBase identified 98 company matches for real world data companies associated with India 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?

Iqvia India tops the displayed preview by professional contacts tracked in RevenueBase. Recorded headquarters appear in the company rows.

Which city has the most real world data companies?

Bangalore leads with 18 company records, followed by Hyderabad (17) and Pune (7).

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 2,976 professional contacts with verified work emails tracked across these 98 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 5, 2026.

Ready to reach these companies? Verified emails and direct dials for all 98 real world data companies based in India. Start with a free account, no credit card.

Download this list →

Related lists

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.