Snorkel AI | Competitive Intelligence Profile

Snorkel AI is a data-centric AI platform that accelerates AI development through programmatic labeling and foundation models. It...


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Snorkel AI is a data-centric AI platform that accelerates AI development through programmatic labeling and foundation models. It enables enterprises to develop AI solutions 10-100x faster by leveraging proprietary data and domain knowledge. Trusted by Fortune 500 companies, top US banks, and government agencies, Snorkel AI's technology is rooted in research from Stanford AI lab and is utilized by leading organizations like Google, Intel, and Apple. The company offers a full AI data development platform, including services for pretraining, evaluation, and domain-specific knowledge distillation across various industries and modalities.

Website
Headquarters
Redwood City, California
Size
51-200 employees
Industry
Software Development
Specialities
enterprise ai, weak supervision, programmatic labeling, artificial intelligence, machine learning, data science, technology, software, foundation models, LLM, Generative AI, GPT-3, ChatGPT, NLP, computer vision, document intelligence

🛍️ Snorkel AI Product and Pricing Intelligence →

📅 Snorkel AI Event Participations →

⚖️ Snorkel AI Regulatory Intelligence →

👔 Snorkel AI Management and Leadership Team →

⚔️ Snorkel AI Alternatives and Competitors →

💼 Snorkel AI Hiring and Layoffs →

🤝 Snorkel AI Partnerships, Clients and Vendors →

📈 Snorkel AI Financial Performance, Fundraising, M&A →


🛍️ Snorkel AI Product and Pricing Intelligence

Leverage product insights to define key product development milestones, guide go-to-market planning, build a robust product-market fit matrix, and perform in-depth SWOT analyses.

Harness pricing intelligence to support strategic pricing decisions, conduct competitive pricing analysis, and craft effective differential pricing strategies.

  • Snorkel AI announced hiring and its recognition by multiple organizations in 2025.
  • Snorkel AI highlights its Expert DaaS for having an expert network across 1K+ domains, programmatic diversity, adversarial QA, and fast workflows.


📅 Snorkel AI Event Participations

Stay updated on where your competitors are showing up—industry conferences, webinars, podcasts, and speaking engagements—to gauge their messaging, target audiences, and strategic focus. Discover how they’re positioning themselves in the market, what narratives they’re pushing, and which partnerships they’re cultivating. Use this intelligence to refine your own positioning, identify missed opportunities, and stay top-of-mind in your industry.

  • Snorkel AI's co-founder Alex Ratner stated at the Raise Summit Paris that expert data powers the next wave of GenAI.

⚖️ Snorkel AI Regulatory Intelligence

Monitor critical regulatory events—such as issued or revoked licenses, lawsuits, investigations, and court rulings—to understand the compliance posture and legal exposure of your rivals. Spot early warning signs of operational risk, delays, or reputational damage, and use these insights to fine-tune your market strategy, mitigate your own risk, or capitalize on competitor setbacks.


👔 Snorkel AI Management and Leadership Team

Understand who’s steering your competitors by tracking changes in their management and leadership teams. Gain insights into strategic direction, leadership style, and organizational priorities based on executive backgrounds and hiring trends. Use this knowledge to anticipate competitive moves, tailor your sales or partnership approach, and benchmark against industry leaders.


⚔️ Snorkel AI Alternatives and Competitors

Identify the competitors of your competitors to uncover indirect threats, emerging disruptors, and untapped opportunities. Understand the broader competitive ecosystem, spot white space in the market, and gain strategic context that helps you position more effectively. These insights sharpen your market intelligence and reveal angles others often overlook.

  • Scale
  • |
  • Toloka
  • |
  • Accrete
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  • Centaur Labs
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  • Ydata
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  • Encord
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  • Cleanlab
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  • CrowdWorks
  • |
  • Datasaur
  • |
  • Medcase
  • |
  • Grok
  • |
  • Optimole
  • |
  • OpenAI
  • |
  • Vertex AI
  • |
  • Google AI Studio
  • |
  • OORT DataHub
  • |
  • Dataloop AI
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  • Google Cloud Vision AI
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  • Labelbox
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  • Amazon SageMaker
  • |
  • IBM Watson Natural Language Understanding
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  • IBM watsonx Orchestrate
  • |
  • Mobagel
  • |
  • CapeStart
  • |
  • Blackstraw
  • |
  • Skymind
  • |
  • TensorFlow


💼 Snorkel AI Hiring and Layoffs

Track key workforce changes—new hires, leadership shifts, and layoffs—to spot strategic organizational moves. Identify rising competitors, uncover shifts in company direction, and seize opportunities to attract top talent or engage new decision-makers. Use these insights to refine your recruitment strategy and build stronger business relationships.

  • Marco Calderon joins Snorkel AI as Chief of Staff in the United States, previously holding a position at an unspecified company.


🤝 Snorkel AI Partnerships, Clients and Vendors

Monitor new partnerships, client wins, and vendor relationships to understand where your competitors are gaining traction. Spot emerging alliances, evaluate ecosystem shifts, and identify potential partners or prospects early. These insights help you refine your sales strategy, anticipate market movements, and stay one step ahead in a dynamic competitive landscape.

  • Snorkel AI collaborates with AWS to develop AI agents for underwriting and data-driven copilots in financial services.


📈 Snorkel AI Financial Performance, Fundraising, M&A

Track competitors’ financial performance, fundraising rounds, and M&A activity to assess their growth trajectory and strategic focus. Uncover signals of expansion, market entry, or consolidation, and benchmark your position accordingly. Use these insights to inform investor conversations, identify acquisition opportunities, and fine-tune your competitive strategy.


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