Company profile: Refuel AI
1.1 - Company Overview
Company description
- Provider of infrastructure and tooling for teams building ML applications on top of unstructured data.
Products and services
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Key contacts
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Financial details
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1.2 - Competitors and similar companies to Refuel AI
Arthur
HQ: United States
Website
- Description: Provider of a platform that monitors, measures, and improves the performance of machine learning models.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
- Backers: ●●●●●●●●●●
- Acquisitions: ●●
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FotoNation
HQ: United States
Website
- Description: Provider of computational imaging and computer vision solutions for consumer and enterprise applications, developing technologies for handsets and cameras and serving the automotive, surveillance, security, and augmented reality markets.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
- Backers: ●●●●●●●●●●
- Acquisitions: ●●
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Verta
HQ: United States
Website
- Description: Provider of a model delivery and operations platform that packages and delivers data science and machine learning models, with DevOps support for CI/CD, operations, and monitoring, automating increased availability, scaling, and safe deploys to simplify workflows.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
- Backers: ●●●●●●●●●●
- Acquisitions: ●●
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Baseten
HQ: United States
Website
- Description: Provider of a serverless backend and AI infrastructure to build and deploy machine-learning-powered applications, offering autoscaling, GPU access, CRON jobs, and serverless functions. Provides Truss for packaging and deployment, model deployment, high-performance inference services, observability tools, and self-hosted deployment within your virtual private cloud with enterprise-grade security and compliance.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
- Backers: ●●●●●●●●●●
- Acquisitions: ●●
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Superb AI
HQ: United States
Website
- Description: Provider of an end-to-end training data platform that automates data preparation at scale to make dataset creation quick, systematic, and repeatable, including an Auto-Labeling feature that leverages advanced uncertainty estimation and active learning to improve labeling efficiency.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
- Backers: ●●●●●●●●●●
- Acquisitions: ●●
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2.M&A buyers
2.1 Potential strategic acquirers in the sector
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2.2 - Strategic buyer groups for Refuel AI
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Buyer group 2: ████████ ████████
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Key Products: ████████, ████████, ████████, ████████
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Buyer group 3: ████████ ████████
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Description: ████████ ████████ ████████ ████████ ████████ ████████ ████████ ████████ ████████ ████████
Key Products: ████████, ████████, ████████, ████████
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3. Investors and private equity firms
3.1 - Buyout funds investing in similar companies to Refuel AI
2.2 - Growth funds investing in similar companies to Refuel AI
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4 - Top valuation comps for Refuel AI
4.2 - Public trading comparable groups for Refuel AI
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