Company lists · Data refreshed September 2026

Top 25 Annotation software companies based in the United States

RevenueBase identified 61 annotation software companies headquartered in the United States as of September 2026 and tracks 5,029 professional contacts across them, including 611 with verified work emails. San Francisco is the largest hub.

This list covers annotation software companies headquartered in the United States, matched on what each company actually does as described in its own words. Ranked by team size, largest first. Every row shows the company's own description, its RevenueBase Smart Search rating, and when it was last checked. Data refreshed September 27, 2026.

Published by RevenueBase, a B2B data infrastructure company. This list was built with RevenueBase Smart Search, 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 HQ checked on every row RevenueBase Smart Search rating on every row Refreshed Sep 27, 2026 86% judged on-target in blind review
61Companies
5,029Contacts tracked
611Verified emails
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The 25 largest annotation software companies based in the United States

Ranked by team size
Top 25 of 61 annotation software companies based in the United States, ranked by team size, largest first. Data refreshed Sep 27, 2026. RevenueBase Smart Search rates how each company's information relates to annotation software companies: strong evidence (its own description names it), partial (names part of it), indirect (matched on the rest of its profile rather than the description shown). Click a contact count to view that company's people.
#CompanyRevenueBase Smart SearchHeadquartersEmployeesContacts
1Indirect evidenceScottsdale, AZ, United StatesHQ checked Sep 27, 20261,001-5,0001,272 contacts →

Indirect evidence

“Objectways is an AI data solutions company trusted by Fortune 500 enterprises and high-growth AI teams worldwide.”

Source: RevenueBase Database · checked Sep 27, 2026
2Partial evidenceMiami, FL, United StatesHQ checked Sep 27, 2026501-1,000899 contacts →

Partial evidence

“With 30+ years of experience in data annotation, we support AI innovators to build smarter AI.”

Source: RevenueBase Database · checked Sep 27, 2026
3Indirect evidenceLos Angeles, CA, United StatesHQ checked Sep 27, 2026201-500654 contacts →

Indirect evidence

“Productive Playhouse is the execution partner technical program managers trust when scale, compliance, and quality can’t slip.”

Source: RevenueBase Database · checked Sep 27, 2026
4Indirect evidenceSan Francisco, CA, United StatesHQ checked Sep 27, 202651-200356 contacts →

Indirect evidence

“SuperAnnotate bridges the gap between cutting-edge AI innovation and the high-quality human data that powers it - helping advanced AI teams build more intelligent models.”

Source: RevenueBase Database · checked Sep 27, 2026
5Partial evidenceWilmington, DE, United StatesHQ checked Sep 27, 2026201-500148 contacts →

Partial evidence

“Label Your Data is a data annotation & labeling company.”

Source: RevenueBase Database · checked Sep 27, 2026
6Partial evidenceRemote, United StatesHQ checked Sep 27, 202651-200107 contacts →

Partial evidence

“Roboflow creates software-as-a-service products to make building with computer vision easy.”

Source: RevenueBase Database · checked Sep 27, 2026
7Partial evidenceWilmington, DE, United StatesHQ checked Sep 27, 202611-5095 contacts →

Partial evidence

“CVAT (Computer Vision Annotation Tool) is a leading platform for building high-quality visual datasets for vision AI.”

Source: RevenueBase Database · checked Sep 27, 2026
8Indirect evidenceSan Francisco, CA, United StatesHQ checked Sep 27, 202651-20078 contacts →

Indirect evidence

“HumanSignal enables data science teams to build AI models with their company DNA.”

Source: RevenueBase Database · checked Sep 27, 2026
9Partial evidenceWilmington, DE, United StatesHQ checked Sep 27, 20261,001-5,00076 contacts →

Partial evidence

“AI Workspace has bagged a unique position in deliberating Sourcing, Data Annotation, and Generative AI services thereby initializing supervised learning for Machine Learning…”

Source: RevenueBase Database · checked Sep 27, 2026
10Indirect evidenceLevittown, NY, United StatesHQ checked Sep 27, 20261,001-5,00074 contacts →

Indirect evidence

“Anolytics is a leading provider of AI data solutions, with offices in India and the USA.”

Source: RevenueBase Database · checked Sep 27, 2026
11Indirect evidenceBoston, MA, United StatesHQ checked Sep 27, 202651-20059 contacts →

Indirect evidence

“Centaur.ai data empowers you to build and deploy high-stakes AI.”

Source: RevenueBase Database · checked Sep 27, 2026
12Partial evidenceNew York, NY, United StatesHQ checked Sep 27, 2026501-1,00054 contacts →

Partial evidence

“At Keymakr, we provide exceptional image and video data annotation, data creation, data collection, and data validation services for AI/ML computer vision projects of all sizes.”

Source: RevenueBase Database · checked Sep 27, 2026
13Indirect evidenceHouston, TX, United StatesHQ checked Sep 27, 202611-5054 contacts →

Indirect evidence

“Our mission is to help AI solutions save costs and increase performance.”

Source: RevenueBase Database · checked Sep 27, 2026
14Partial evidenceAustin, TX, United StatesHQ checked Sep 27, 202651-20048 contacts →

Partial evidence

“Alegion has the most powerful and flexible annotation platform for training data in market.”

Source: RevenueBase Database · checked Sep 27, 2026
15Indirect evidenceBellevue, WA, United StatesHQ checked Sep 27, 202651-20045 contacts →

Indirect evidence

“With a deep dedication to creating ground-breaking tools plus large-scale human insight, we address the pain points of curating data for machine learning and other artificial…”

Source: RevenueBase Database · checked Sep 27, 2026
16Indirect evidenceCherry Hill, NJ, United StatesHQ checked Sep 27, 202611-5039 contacts →

Indirect evidence

“Data Labeler specializes in providing reliable and high-quality training data sets for Machine Learning/Artificial Intelligence initiatives.”

Source: RevenueBase Database · checked Sep 27, 2026
17Indirect evidenceBoston, MA, United StatesHQ checked Sep 27, 202651-20030 contacts →

Indirect evidence

“Every vision model starts with labeled data.”

Source: RevenueBase Database · checked Sep 27, 2026
18Partial evidenceSan Francisco, United StatesHQ checked Sep 27, 202651-20022 contacts →

Partial evidence

“StardustAI provides data annotation and data management services to global artificial intelligence companies.”

Source: RevenueBase Database · checked Sep 27, 2026
19Partial evidenceIrvine, CA, United StatesHQ checked Sep 27, 202611-5018 contacts →

Partial evidence

“BasicAI is a technology company developing an AI-powered data annotation platform to connect AI engineers with data labeling experts.”

Source: RevenueBase Database · checked Sep 27, 2026
20Indirect evidenceRaleigh, NC, United StatesHQ checked Sep 27, 20261-1018 contacts →

Indirect evidence

“UbiAI accelerates task-specific model training from months to days.”

Source: RevenueBase Database · checked Sep 27, 2026
21Indirect evidenceSacramento, CA, United StatesHQ checked Sep 27, 20261-1017 contacts →

Indirect evidence

“Reliabl is a Machine Learning training & evaluation platform that helps teams annotate nuanced content together, transforming user insights into high-quality, accurately labeled…”

Source: RevenueBase Database · checked Sep 27, 2026
22Indirect evidence447 Broadway, NY, United StatesHQ checked Sep 27, 202611-5016 contacts →

Indirect evidence

“Unitlab provides the data infrastructure for Frontier AI.”

Source: RevenueBase Database · checked Sep 27, 2026
23Partial evidenceSanta Clara, CA, United StatesHQ checked Sep 27, 20261-1010 contacts →

Partial evidence

“Meet MLtwist, the first of its kind unifying data across different data labeling annotation platforms with a driven purpose to help Data Scientists focus on Data Science, not…”

Source: RevenueBase Database · checked Sep 27, 2026
24Indirect evidenceSan Francisco, CA, United StatesHQ checked Sep 27, 20261-108 contacts →

Indirect evidence

“Generate, annotate, clean and enrich datasets for all your AI needs with Refuel's LLM-powered platform.”

Source: RevenueBase Database · checked Sep 27, 2026
25Partial evidenceWillmington, United StatesHQ checked Sep 27, 202611-505 contacts →

Partial evidence

“High-end data annotations services for all major dataset types and industries.”

Source: RevenueBase Database · checked Sep 27, 2026

Showing 25 of 61 annotation software companies based in the United States

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Annotation software companies based in the United States at a glance

As of Sep 27, 2026
12.1%Verified-email coverage
82.4Average contacts per company
11-50Median size (employees)
19.7%Largest-city concentration · San Francisco
Sep 27, 2026Page data refreshed

Companies by employee count

1-10
21
11-50
14
51-200
17
201-500
3
501-1,000
2
1,001-5,000
3
5,001-10,000
1

Email recency for this list is measured worldwide rather than for United States, so it is reported there. Company counts and contact totals on this page are exact for United States, over 61 companies.

How this list was built

Company categories are rarely black and white. RevenueBase reads each company's own description of its business to decide whether it belongs among annotation software companies, so some rows will be adjacent to the category rather than pure plays. The description and RevenueBase Smart Search rating on every row are there so you can check each match yourself.

Source
The RevenueBase company graph: 60 million companies and 398.9 million professional contacts resolved from primary sources, queried with RevenueBase Smart Search, the natural-language company search available to every RevenueBase user.
What qualifies
Companies headquartered in the United States whose own description of what they do matches “annotation software companies”. Matching reads each company's description, not its industry code or its name.
RevenueBase Smart Search
RevenueBase Smart Search is how this list is assembled and how each row is rated. RevenueBase's data engine and AI assess a company's LinkedIn profile, information supplied directly by the company, its website and other publicly available information, then relate it to a category defined in a user's own words. Each row is rated strong evidence (its own description names annotation software companies), partial evidence (it names part of the category) or indirect evidence (the description shown names none of it and the match rests on the rest of the company's profile). The description supporting each rating is quoted on the row.
What we exclude
Companies whose own description does not clearly place them among annotation software companies, and records with no verified work email. Companies headquartered outside United States are excluded even when they keep an office there.
Match quality
In blind human judging of this matching method, 86% of matched companies were on target. Expect roughly 1 in 7 rows to be adjacent to the category rather than a pure play. Every row shows the company's own description and its RevenueBase Smart Search rating so you can judge each match yourself. Read the full methodology: how the lists are built, how the judging worked, and what the figure means.
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 listed company carries at least one verified work email, 611 across the full list. 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 September 27, 2026. Lists refresh periodically as the graph is re-checked.
Corrections
Wrong category, wrong headquarters, or a company that has closed? Use “Report an issue” on any row. Reports go to the RevenueBase Data Team and feed back into the company graph.

Frequently asked

What is RevenueBase Smart Search?

RevenueBase Smart Search is how RevenueBase decides which companies belong on this list and how strongly each one fits. Its data engine and AI assess a company's LinkedIn profile, information supplied directly by the company, its website and other publicly available information, then relate it to the category the list is about. Each row is rated strong evidence when the company's own description names annotation software companies, partial evidence when it names part of the category, and indirect evidence when the description shown names none of it and the match rests on the rest of the company's profile.

How many annotation software companies are there based in the United States?

RevenueBase identified 61 annotation software companies headquartered in the United States as of September 2026, matched on each company's own description of what it does rather than its industry code.

What is the largest company on this list?

Objectways, headquartered in Scottsdale, tops this list with the largest team on record.

Which city has the most annotation software companies?

San Francisco leads with 12 headquartered companies, followed by New York (7) and Los Angeles (4).

How do I get contact information for these companies?

A free RevenueBase account lets you run this exact search and work the top results, verified emails and direct dials included. Upgrading unlocks all 611 verified decision-maker contacts tracked across these 61 companies.

How current is this list?

The list refreshes periodically as the company graph is re-checked. This page's figures were pulled on September 27, 2026.

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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 Smart Search, 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.