Snorkel vs Gali AI: Which is better?

The data-centric AI platform powered by programmatic labeling and foundation models. Snorkel AI makes AI development fast and practical by transforming manual AI development processes into programmatic solutions. Snorkel AI enables enterprises to develop AI that works for their unique workloads using their proprietary data and knowledge 10-100x faster.

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Gali AI

Gali AI is the platform for creating your own ChatGPT chatbots, easily integrated into your website. The two most common use cases are: Growth: Generate more leads from your website with custom AI assistants. Trained on your data, they provide 24/7 responses and offer valuable insights from chat history. Customer Support: Answer frequently asked questions in real time, enhancing user experience and reserving human support for more complex inquiries. No coding is required, and setup takes just 10 minutes.

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Key features

Snorkel

Expert-Curated Datasets: Provides specialized, research-led datasets tailored for frontier AI applications, addressing complex tasks and domain-specific challenges.
Custom AI Systems: Develops specialized agents designed to enhance return on investment (ROI) by utilizing enterprise-specific data and evaluation criteria.
Benchmarking and Evaluation: Features rigorous benchmarks, such as the Agentic Coding benchmark, to assess AI models on multi-step reasoning and tool use in real-world scenarios.
Research Collaboration: Engages in active research partnerships with leading academic institutions, resulting in over 170 peer-reviewed papers and innovative methodologies for data-centric AI.
Data Development Services: Offers a scalable Data-as-a-Service model that accelerates the labeling, refinement, and evaluation of high-quality, domain-specific datasets for AI projects.

Gali AI

Custom AI Assistants: Create personalized ChatGPT assistants trained on your data, capable of real-time responses and available 24/7.
No Coding Required: Quick setup process that allows users to create a chatbot in just 10 minutes without any coding skills.
Multilingual Support: Assistants can automatically respond in multiple languages supported by OpenAI.
Seamless Integration: Compatible with various platforms and offers complete integration with Zapier for enhanced functionality.
Chat Analytics: Provides insights from chat interactions to improve responses and monitor frequently asked questions.

Useful for

Snorkel

Provides expert-curated datasets specifically designed for frontier AI, addressing complex and specialized tasks that generic data cannot cover.
Enables the development of custom AI systems tailored to specific enterprise workflows, ensuring higher ROI and performance standards.
Facilitates rigorous evaluation of AI models through benchmarks that reflect real-world scenarios, enhancing model reliability and accuracy.
Offers a systematic approach to data development, including calibrated expert reviews and programmatic checks, which improves data quality and model training.
Supports continuous improvement of AI systems by identifying failure modes and refining datasets and evaluation criteria based on performance feedback.

Gali AI

Custom AI Assistants: Gali AI allows users to create personalized ChatGPT assistants trained on their specific data, enhancing the relevance and accuracy of responses.
24/7 Availability: The AI chatbots are always accessible, ensuring that customer inquiries are addressed at any time, which improves user experience and satisfaction.
No Coding Required: The platform offers a straightforward setup process that requires no programming skills, making it accessible for users of all technical backgrounds.
Integration with Tech Stack: Gali AI seamlessly integrates with tools like Zapier, allowing businesses to automate workflows and enhance operational efficiency.
Multilingual Support: The assistants can respond in multiple languages, broadening the reach and usability for diverse customer bases.

Use cases

Snorkel

Development of expert-curated datasets for training frontier AI models in specialized domains, such as coding and financial reasoning.
Creation of custom AI agents tailored to specific enterprise workflows, evaluated against real-world performance criteria.
Implementation of benchmarks for evaluating AI models on complex tasks requiring multi-step reasoning and tool use.
Provision of data-centric AI services to enhance model accuracy and speed up deployment in various industries.
Collaboration with organizations to improve AI capabilities through research-backed methodologies and expert input.

Gali AI

Lead Generation: Utilize Gali AI to engage potential customers on your website, answering common queries and converting visitors into leads without direct sales pressure.
Customer Support: Implement Gali AI to provide instant responses to customer inquiries, allowing human support teams to focus on more complex issues and improving overall customer satisfaction.
Internal Knowledge Sharing: Use Gali AI as an interactive internal wiki, enabling team members to access up-to-date information and documentation quickly, thus enhancing productivity.
API Integration: Integrate Gali AI APIs into your own products or services, allowing for custom GPT conversations tailored to specific business needs.
Chat Analytics: Leverage chat interaction data to gain insights into frequently asked questions and improve customer service and product offerings based on user interactions.

Price

Snorkel

Snorkel offers two main data development options: the Snorkel Data Series, which provides curriculum-structured datasets, and custom data development tailored to specific needs.
The Snorkel Data Series includes expert-curated datasets designed for various task areas, complete with rubrics and evaluation slices.
Custom data development engagements focus on creating bespoke datasets and evaluation environments to address specific model failure surfaces.
Pricing details for the plans are not explicitly mentioned in the provided text.
Interested users are encouraged to talk to a data researcher or strategist for more information on services and potential costs.

Gali AI

Free Plan: Test it for free with 1 chatbot, 30 message credits/month, and a 30-day chat history.
Indie Plan: $19/month for 3 chatbots, 2,000 message credits/month, and a 90-day chat history.
Startup Plan: $99/month for 6 chatbots, 10,000 message credits/month, and a 365-day chat history.
ScaleUp Plan: $249/month for 10 chatbots, 25,000 message credits/month, and a 365-day chat history.
Yearly Plans: Indie at $190/year, Startup at $990/year, and ScaleUp at $2490/year, with similar features as monthly plans but at a discounted rate.