Clarifai

Clarifai

AI platform for unstructured data lifecycle

Overview

Clarifai provides a platform for building and managing artificial intelligence that specializes in unstructured data like images, video, text, and audio. Users can label data, select pre-trained models for tasks like content moderation, or train custom models using a no-code visual workflow builder. Unlike many competitors, Clarifai offers a full-stack solution that handles the entire AI lifecycle and can be deployed in the cloud, on-premise, or at the edge. The company's goal is to make it easy for developers and enterprises of all skill levels to create and scale AI applications.

Significant Headcount Growth

About Clarifai

Simplify's Rating
Why Clarifai is rated
C-
Rated C on Competitive Edge
Rated C on Growth Potential
Rated D+ on Differentiation

Industries

Data & Analytics

Government & Public Sector

Enterprise Software

AI & Machine Learning

Company Size

11-50

Company Stage

Series C

Total Funding

$101.2M

Headquarters

Wilmington, Delaware

Founded

2013

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Simplify's Take

What believers are saying

  • January 8, 2026, Clarifai launched a pay-as-you-go plan, lowering adoption friction for developers.
  • Clarifai’s reasoning models and Vercel AI SDK integration target agentic inference demand in 2026.
  • Nebius’s licensing validates Clarifai’s orchestration IP, proving enterprise and infrastructure buyers value the stack.

What critics are saying

  • On May 12, 2026, Nebius hired Clarifai’s core engineering team and Matthew Zeiler.
  • April 2026 FTC scrutiny over OkCupid photos links Clarifai to privacy abuse and reputational damage.
  • Clarifai platform credit purchases ended June 18, 2026, signaling shrinking standalone commercial momentum.

What makes Clarifai unique

  • Clarifai combines on-prem, cloud, and edge deployment across unstructured data since 2013.
  • January 8, 2026, Clarifai added universal model routing, MCP hosting, and OpenAI-compatible inference.
  • Clarifai still owns government and defense programs excluded from Nebius’s May 12, 2026 license.

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Funding

Total Funding

$101.2M

Meets

Industry Average

Funded Over

5 Rounds

Notable Investors:
Series C funding is usually for startups that are doing well and are looking for more money to fuel major growth, such as acquiring other companies, expanding into global markets, or launching new product lines. Investors typically include larger venture capital firms and private equity.
Series C Funding Comparison
Above Average

Industry standards

$50M
$50M
Medium
$60M
Clarifai
$62M
SeatGeek
$100M
Oura

Benefits

Remote Work Options

Growth & Insights and Company News

Headcount

6 month growth

10%

1 year growth

8%

2 year growth

8%
HPCwire
May 14th, 2026
Nebius adds Clarifai engineering team, licenses inference tech.

Nebius adds Clarifai engineering team, licenses inference tech. May 14, 2026 Press play to listen to this content AMSTERDAM, May 14, 2026 - Nebius has announced that the core engineering and research team from Clarifai, led by founder and CEO Matthew Zeiler, is joining Nebius. Nebius has also agreed to license Clarifai's inference and compute orchestration technology. The transaction will further strengthen Nebius Token Factory as a full-stack inference platform following Nebius's recently announced acquisition of Eigen AI. While Eigen AI optimizes at the model level, Clarifai's technology optimizes the system, creating the end-to-end infrastructure required to run complex AI models reliably in production. Clarifai founder and CEO Matthew Zeiler - a recognized pioneer in machine learning who has worked alongside researchers including Geoffrey Hinton, Jeff Dean, Rob Fergus, and Yann LeCun - will join Nebius as SVP, Research. At Nebius, he will lead a team focused on frontier AI innovation across areas including multimodal agentic reasoning, world models, token efficiency, and long-term memory. A select group of Clarifai engineers and researchers will also join Nebius's infrastructure teams, bringing more than a decade of expertise in inference optimization and machine learning to Nebius. Roman Chernin, co-founder and Chief Business Officer of Nebius, said: "We are building a complete inference ecosystem, because delivering efficient execution at scale is a system optimization game: model optimization, system design, and compute orchestration all have to work together. The integration of Clarifai's advanced system-building capabilities and proven team will further strengthen Nebius Token Factory, offering customers the infrastructure they need to run models reliably and cost-effectively in production." Alongside the integration of Clarifai's core engineering and research talent, Nebius will acquire Clarifai's patent portfolio covering AI inference, compute orchestration, and related technologies, and will receive a non-exclusive, perpetual license to Clarifai's modern AI inference and reasoning technology stack. Matthew Zeiler, founder and CEO of Clarifai, said: "The future of AI - from agentic systems to physical AI - depends on the infrastructure powering it. Nebius is building the ultimate foundation to become the next hyperscaler, and I am excited to bring our team's expertise to that mission and to lead research at the frontier of AI. By combining our deep experience in compute orchestration and system-level optimization with Nebius's massive compute capacity, we will give developers the jointly optimized hardware and software stack they need to deploy AI at scale." The scope of the license is limited to Clarifai's modern AI inference and compute orchestration technology. It does not include Clarifai's legacy computer vision models, any intellectual property, products, services, or commercial arrangements associated with Clarifai's US government and defense programs. Commercial terms of the agreement were not disclosed. About Nebius Nebius, the AI cloud company, is building the full-stack platform for developers and companies to take charge of their AI future - from data and model training to production deployment. Founded on deep in-house technological expertise and operating at scale with a rapidly expanding global footprint, Nebius serves startups and enterprises building AI products, agents and services worldwide.

Associated Press
May 12th, 2026
Nebius licenses Clarifai's inference tech and welcomes founder Matthew Zeiler as SVP Research

Nebius, an AI cloud company, has announced that Clarifai's core engineering and research team, led by founder Matthew Zeiler, is joining the company. Nebius has also licensed Clarifai's inference and compute orchestration technology to strengthen its Token Factory platform. Zeiler, a machine learning pioneer, will join as SVP of Research, leading frontier AI innovation across multimodal agentic reasoning and world models. The move follows Nebius's recent acquisition of Eigen AI, creating end-to-end infrastructure for running AI models in production. Nebius will acquire Clarifai's patent portfolio and receive a perpetual licence to its modern AI inference technology stack. The licence excludes Clarifai's legacy computer vision models and US government programmes. Commercial terms were not disclosed.

Nebius
May 12th, 2026
Nebius welcomes Clarifai's core team and licenses inference IP to strengthen Nebius Token Factory

Clarifai's core engineering team and founder Matthew Zeiler join Nebius. Nebius licenses Clarifai's inference IP and acquires its patent portfolio. Gov/defence programmes excluded from the deal.

Pulse
Apr 11th, 2026
"The FTC does not have our backs, that much is clear"

"The FTC does not have our backs, that much is clear" - April 11, 2026 Why it matters. The settlement reveals a regulatory gap that lets companies profit from user data while evading meaningful penalties, eroding consumer trust and prompting calls for stricter privacy enforcement. Key takeaways. * - FTC settlement imposes no fine, only a data-misrepresentation ban. * - OKCupid shared user photos with Clarifai, a facial-recognition rival. * - Settlement took 12 years, highlighting regulatory sluggishness. * - Executives had financial stakes in Clarifai, raising conflict-of-interest concerns. * - Users remain vulnerable as data-use misrepresentation stays largely unchecked. Pulse analysis. The Federal Trade Commission's recent settlement with OKCupid and its parent Match Group has drawn sharp criticism for its lack of financial repercussions. While the agreement bars the companies from misrepresenting how they use and share personal data, it does not penalize the actual transfer of millions of user photos to Clarifai, a facial-recognition competitor to Clearview AI. This outcome reflects a broader trend where privacy violations are often resolved through negotiated handshakes rather than substantive fines, leaving users with little recourse. Beyond the immediate parties, the case illustrates systemic weaknesses in U.S. data-privacy enforcement. The alleged misconduct dates back to 2014, yet it took twelve years for the FTC to intervene, and even then, the remedy was limited to a permanent prohibition on deceptive disclosures. Executives at OKCupid and Match were financially invested in Clarifai, creating a clear conflict of interest that went unchecked. Such delays and minimal penalties embolden other tech firms to treat user data as a tradable asset, knowing that regulatory consequences are likely to be symbolic rather than punitive. For businesses and policymakers, the settlement serves as a warning sign. Companies must anticipate stricter scrutiny as legislators consider comprehensive privacy bills that could impose heftier fines and mandatory transparency standards. Meanwhile, consumers are urged to demand clearer data-use policies and to support platforms that prioritize privacy. Strengthening enforcement mechanisms will be essential to restore confidence in digital services and to prevent the normalization of data-sharing practices that sidestep user consent. The above line comes from Kaiser Fung in the context of this story, which is horrifying not so much in its details-lots more horrifying things are happening in wars around the world-but in how openly it's all being done: The FTC has "settled" with OKCupid, which is a dating app owned by the Match group, on giving data to a face recognition company (Clarifai, a competitor of Clearview) without proper notification to its users (link). I Kaiser put "settled" in quotes because throughout the story of the data belonging to Americans, the meaning of many words has been warped beyond recognition. This is, as Ars Technica pointed out in its header, a "settlement" without any financial penalty... The FTC claimed it knew what happened: based on the passage quoted by Ars Technica, it appeared that they merely repeated the story told by OKCupid, Match, and Clarifai. They claimed that no formal agreement existed but disclosed that the founder of OKCupid and the CEO of Match were both "financially invested" in Clarifai. These parties somehow believed that this cover story gave them a get-out-of-jail card, a rationale to support their use of the word "sharing". In fact, this is even more troubling than if a straightforward commercial agreement were to exist. For one, this story proves that user data at tech companies are at the hands of individuals. (PULSE already sort of knew from some past actions e.g. by Elon Musk.) It also shows that these individuals - none of whom face any kind of sanctions - will sell out their users for personal financial gain. When no agreement exists, it's harder to trace where, when and what data have left the building... This settlement stemmed from actions that took place in 2014, so it took 12 years for regulators to uphold the law by a friendly handshake with the offenders... Let's read the terms of the settlement carefully, shall PULSE? Hold on to your seat belts, this is truly scary: OKCupid and Match... agreed to a permanent prohibition barring them from misrepresenting how they use and share personal data. Wait, so businesses are heretofore not prohibited from "misrepresenting how they use and share personal data"? It takes 12 years and a negotiated settlement to confirm to Americans that its businesses are in fact free to misrepresent how they use and share personal data - unless the FTC imposes a specific "permanent" ban from lying? I'm not the first person to note that white collar crime is basically legal now. P.S. Way back when, OK Cupid had a blog! I guess that you can make cool graphs (there were more here but the links no longer work) while still misrepresenting how you use and sell, or share, personal data. Want to join the conversation?

JD Supra
Apr 3rd, 2026
FTC says OkCupid's data sharing was a bad match.

FTC says OkCupid's data sharing was a bad match. LinkedIn Facebook X * The FTC reached a proposed settlement with the operators of OkCupid to resolve allegations that the dating app violated Section 5 of the FTC Act by sharing users' personal information with a third-party AI company despite promising otherwise in its privacy policy. * According to the complaint, OkCupid gave Clarifai - an AI company in which two of OkCupid's founders were financially invested - access to millions of users' data, including nearly three million user photos plus demographic and location information, without notice to the consumers or an opportunity to opt out. * The FTC alleges Clarifai was not a service provider, business partner, or affiliate permitted under OkCupid's privacy policy, and that OkCupid operators later took extensive steps to conceal and deny the sharing. * The proposed settlement would bar the defendant companies from misrepresenting their privacy practices and impose 10 years of compliance reporting, FTC monitoring, and recordkeeping obligations. DISCLAIMER: Because of the generality of this update, the information provided herein may not be applicable in all situations and should not be acted upon without specific legal advice based on particular situations. Attorney Advertising. (C) Cozen O'Connor 2026 Publish your content on JD Supra. * | Increased readership * | Actionable analytics * | Ongoing writing guidance Join more than 70,000 authors publishing their insights on JD Supra

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