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Clarifai, Inc.: Business Overview, Financials & Competitive Analysis

Clarifai offers a full stack AI Platform for developers and teams aiming to leverage the power of AI to solve real business problems, with computer vision, LLMs, and audio models in one platform that supports the comp...

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Clarifai, Inc. OverviewStrategic ProfileCompetitive LandscapeIndustry ContextKey facts
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5/ 10Mixed

Cyborg Score thesis

Transformational moment: core team departure to Nebius signals shift from independent vendor to technology licensor, requiring...

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Industry AI Inference Infrastructure
6 named competitors
4 recent developments
11 analyst dimensions
Synthesized from analyst-debate stress-testing across 11 dimensions and hundreds of data points. Methodology →
Cyborg Score recalibrated: November 9, 2026
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Clarifai, Inc. Overview

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Clarifai offers a full stack AI Platform for developers and teams aiming to leverage the power of AI to solve real business problems, with computer vision, LLMs, and audio models in one platform that supports the complete AI lifecycle including data management, vector search, metadata support, training, inference and evaluation metrics, and data labeling. Founded in 2013, the company provides pre-trained and custom models for computer vision, natural language processing, and generative AI across cloud, hybrid, and on-premise environments.

Strategic Profile

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In May 2026, Clarifai's core engineering and research team, led by founder and CEO Matthew Zeiler, joined Nebius, with Nebius licensing Clarifai's inference and compute orchestration technology. The company's competitive strength historically centered on a self-optimizing inference layer designed to accelerate complex reasoning tasks on GPUs, orchestrating multi-step agentic workflows and reducing latency and compute costs for production-scale AI agents.

Competitive Landscape

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Competitors include Face++, viso.ai, Stratagem Software Services, Checks, and iLenze. Top competitors also include Scandit, LangChain and Relevance AI. Clarifai competes in enterprise AI development platforms alongside broader cloud AI services (AWS, Google Cloud, Azure) and specialized vision/inference platforms. The full-stack, multi-modality positioning targets developers seeking end-to-end lifecycle support rather than best-of-breed point solutions.

Industry Context

Clarifai, Inc. operates in AI Inference Infrastructure.

Key facts

Founded: 2013 · Headquarters: New York, US · Employees: 78 as of May 2026 (reduced from 120+ pre-transition)

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AI-generated and not independently verified: selected findings from the multi-agent debate on Clarifai, Inc..

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Recent developments

Material events tracked by the AskCyborg corpus.

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Named competitors

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Face++AI-based facial recognition and computer vision platform→viso.aiComputer vision no-code platform→LangChainLLM application development framework→AWSCloud AI services including vision and NLP→Google Cloud AICloud AI and ML services→Azure AIEnterprise cloud AI and ML services→

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Industry context

Clarifai, Inc. operates in AI Inference Infrastructure. See how the rest of the sector scores on the Cyborg framework.

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Frequently asked questions

What does Clarifai, Inc. do?+
Clarifai offers a full stack AI Platform for developers and teams aiming to leverage the power of AI to solve real business problems, with computer vision, LLMs, and audio models in one platform that supports the comp...
What is Clarifai, Inc.'s Cyborg Score?+
Clarifai, Inc. has a Cyborg Score of 5/10 (Mixed). The score synthesizes business model, financials, leadership, competitive position, technology, marketing, and ESG dimensions across hundreds of data points.
Who are Clarifai, Inc.'s main competitors?+
Named competitors include Face++, viso.ai, LangChain, AWS. The full competitive landscape is in the AskCyborg report.
How can I get the full Clarifai, Inc. research report?+
Get the report plus analyst-debate audio at askcyborg.com -- no credit card required for preview access. Pro adds saved-company audio playlists and monitoring.
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The Cyborg Score is recalibrated weekly. Recent developments are tracked continuously and surfaced in every report.

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