ChainML
Transform natural language into actionable data insights securely.. [Contact for Pricing]
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What is ChainML?
ChainML is an AI research and development company dedicated to shaping a better future powered by AI agents. The company is the creator of Council Analytics, a generative AI-powered platform for conversational analytics that enables effortless and secure integration of talk-to-data capabilities into software products via API. Council Analytics offers a commercial-grade API powered by generative AI that enables conversations with data, securely integrating with products and data sources to allow users to perform advanced analytics via natural language and achieve consistent results that meet the highest business standards.
ChainML also provides Council, an open-source framework for production-grade AI agents that unlocks the full potential of LLMs like GPT-4, Llama 2, and Claude 2 for business. The framework enables advanced control and scalable oversight for agents, making them more reliable and secure for countless commercial use cases ranging from marketing to analytics, code generation, and beyond. Additionally, ChainML is developing a Web3-enabled execution and utilization layer for AI Agents, a decentralized version of OpenAI's GPTs Store called the AI Agent Protocol.
The tool is designed for developers, data analysts, product teams, enterprises, and researchers who need to embed sophisticated analytics capabilities without extensive retraining. Developers can evaluate and run the open-source Council framework locally, integrate with multiple LLM providers and local models, and extend agent tooling. Enterprises can deploy production-grade AI agents with governance, monitoring, and budget controls. Researchers can experiment with modular agent architectures and Web3-enabled agent economics.
ChainML pricing
Pricing model: Freemium
ChainML employs a tiered pricing model. The core Council framework is open-source and available for free, allowing developers to build and experiment with AI agents at no cost. Installation is available via pip install council-ai. For the commercial Council Analytics platform and enterprise-grade solutions, pricing is available upon request. Prospective users should contact ChainML directly via their contact form for detailed information on subscription plans, which typically include advanced features, higher usage limits, dedicated support, and custom integration services. No public pricing plans, tiers, or free-trial details are published on chainml.net.
ChainML pros
- Open-source Council framework available for free
- Provider-agnostic supporting OpenAI, Anthropic, Google Gemini, and local models
- Built-in governance tools including Controllers, Filters, Evaluators, and Budgets
- Commercial-grade talk-to-data API for conversational analytics
- Secure integration with products and data sources
- Advanced control and scalable oversight for AI agents
- Built-in usage tracking and token/cost monitoring
- Retry logic and quality-control tooling for production deployments
- Integrations with LangChain and LlamaIndex
- Packaging and deployment tooling for easy deployment
- Natural language queries translate to structured data operations
- Web3-enabled AI Agent Protocol for decentralized agent access
- Micropayments and account abstraction economics for AI services
- Active GitHub repository with 800+ stars
- Leadership team with clear roles (CEO, CTO, Research Lead)
- Use cases include self-serve analytics, integrated application chat, market research, automated customer support
- Supports GPT-4, Llama 2, and Claude 2
ChainML cons
- No public pricing plans or tiers available
- Pricing page returns 404 error on website
- Commercial Council Analytics pricing only available upon request
- No explicit enterprise contact email published
- Public technical details for Theoriq are limited
- Web3 Agent Protocol details are promotional without specific technical docs
- No public API documentation for commercial Council Analytics
- No free trial identified for commercial platform
- Contact is only via form and GitHub references
Frequently asked questions about ChainML
What is Council Analytics?
Council Analytics is a generative AI-powered platform for conversational analytics that enables effortless and secure integration of talk-to-data capabilities into software products via API. It offers a commercial-grade API powered by generative AI that enables conversations with data, securely integrating with products and data sources and allowing users to perform advanced analytics via natural language.
What is the Council framework?
Council is an open-source framework for production-grade AI agents, deployed with confidence. It unlocks the full potential of LLMs like GPT-4, Llama 2, and Claude 2 for business, enabling advanced control and scalable oversight for agents, making them more reliable and secure for countless commercial use cases from marketing to analytics, code generation, and beyond.
Is Council free to use?
Yes, the core Council framework is open-source and available for free, allowing developers to build and experiment with AI agents at no cost. It can be installed via pip install council-ai and is available on GitHub with an Apache License 2.0.
What LLM providers does Council support?
Council is provider-agnostic and supports multiple LLM providers including OpenAI (GPT-4), Anthropic (Claude 2), Google Gemini, and local models like Ollaf and Groq.
What is the AI Agent Protocol?
The AI Agent Protocol is a Web3-enabled execution and utilization layer for AI Agents, described as a decentralized version of OpenAI's GPTs Store. It offers a platform that is accessible, secure, and fair for both creators and users of AI Agents, with an economic structure emphasizing micropayments and account abstraction.
What is Theoriq?
Theoriq is a modular and composable AI Agent Base Layer announced by ChainML. It includes Theoriq Agent Reputation, a unified trust layer for the MCP skill ecosystem built to publish reputation signals onchain through ERC-8004, the standard backed by Ethereum Foundation.
Who is ChainML for?
ChainML is designed for developers who want to evaluate and run the open-source Council framework locally, enterprises that need to deploy production-grade AI agents with governance and monitoring, and researchers who want to experiment with modular agent architectures and Web3-enabled agent economics.
What governance tools does Council include?
Council includes built-in governance tools such as Controllers, Filters, Evaluators, and Budgets. It also provides built-in usage tracking, token/cost monitoring, retry logic, and quality-control tooling for production deployments.
How do I get pricing for Council Analytics?
Pricing for the commercial Council Analytics platform is available upon request. Prospective users should contact ChainML directly via their contact form on the website for detailed information on subscription plans, which typically include advanced features, higher usage limits, dedicated support, and custom integration services.
What use cases does Council Analytics support?
Use cases highlighted include self-serve analytics, integrated application chat, market research, and automated customer support. The platform emphasizes guardrails, evaluation, cost/budget control, and enterprise deployment for advanced analytics via natural language.