Company profile: Snorkel AI
1.1 - Company Overview
Company description
- Provider of an AI platform (Snorkel Flow) that accelerates data labeling for faster model training and enables development of AI applications by automating data filtering, curation, labeling, and slicing; offers programmatic labeling to encode domain expertise, guided error analysis, custom model training with fine-tuning and pre-training, and multi-persona collaboration between experts and data science teams.
Products and services
- Programmatic Labeling: Programmatic system that encodes domain expertise into labeling functions to automate training dataset creation and the data labeling process for machine learning
- Snorkel Flow: Automation-driven platform that streamlines filtering, curating, labeling, and slicing data to architect AI applications, accelerating data labeling and enabling faster model training
- Custom Model Training: Model-agnostic training workflow supporting both open-source and proprietary models using techniques like fine-tuning and pre-training
Key contacts
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Financial details
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1.2 - Competitors and similar companies to Snorkel AI
Vianai
HQ: United States
Website
- Description: Provider of enterprise AI solutions, including hila, a platform to build and deploy generative AI applications for structured and unstructured data with accurate, non-hallucinated analysis, and Conversational Finance powered by hila for real-time financial analysis and reporting via natural language, generating charts and insights from financial data sources.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
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- Total funding raised: $●●●m
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Chatlayer
HQ: Belgium
Website
- Description: Provider of an AI platform to build high-performing chatbots, with in-house NLP that outperforms major players in Natural Language Understanding, insights and advice to improve chatbots, a no-code interface, and multilingual support; plus Sinch Engage, a tool for customer communication via messaging apps used by over 700 companies and 20 million end users globally.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
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Dessa
HQ: Canada
Website
- Description: Provider of applied machine learning solutions, focused on responsible deployment. Founded in 2016 and headquartered in Toronto, Dessa is a diverse team of builders that began by building machine learning applications from the ground up.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
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Weights & Biases
HQ: United States
Website
- Description: Provider of a developer-first MLOps platform offering performance visualization tools for machine learning, helping companies turn deep learning research into deployed software by enabling teams to track models, visualize performance, and automate training and model improvement.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
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Kumo AI
HQ: United States
Website
- Description: Provider of a SaaS AI platform enabling technical and non-technical users to build state-of-the-art predictive models on relational data and traverse the ML lifecycle. Solutions include customer retention and next best action, forecasting and anomaly detection, entity resolution and knowledge graph enrichment, fraud and abuse detection, and embeddings for data scientists.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
- Backers: ●●●●●●●●●●
- Acquisitions: ●●
View full Kumo AI company profile →
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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 Snorkel AI
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3. Investors and private equity firms
3.1 - Buyout funds investing in similar companies to Snorkel AI
2.2 - Growth funds investing in similar companies to Snorkel AI
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4 - Top valuation comps for Snorkel AI
4.2 - Public trading comparable groups for Snorkel AI
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