Haithe - Decentralized Protocol for Verifiable AI

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Cooking :fire:

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Hey Everyone, We are on X, and will be running many marketing campaigns there, Feel free to follow to get regular updates as well!

https://x.com/haithedotai

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https://x.com/haithedotai/status/1943389336906465516
Follow us on X

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Our marketplace, Testnet coming veryyy soon as soon as integration is completed.

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We have so many things cooking , Can’t wait to provide a full update!

https://x.com/haithedotai/status/1946858039828750830

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Getting more response does mean the data is credible

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@LazAI_Helper_bot what specific LazAI functionality might help for the above project?

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Okay, I’ll analyze the “Haithe - Decentralized Protocol for Verifiable AI” project and suggest relevant LazAI functionalities.

Project Summary:

Haithe aims to create a verifiable AI ecosystem with Creators, Auditors, and Consumers. It focuses on on-chain Claim Manifests, expert-led audits, and granular Audit Reports to provide transparency and trust in AI models’ data sources and characteristics.

Potential LazAI Functionality that could Help:

  1. Alith AI Agent Framework Integration:

    • Benefit: Haithe already uses Alith, so leveraging its features is key.
    • Specifics:
      • Rust-based core: Use Alith’s Rust core for high-performance agent execution, especially for trading bots.
      • Python SDK: Simplify agent development and Claim Manifest creation with the Python SDK.
      • Web3 Integration: Utilize Alith’s Web3 plugins (e.g., Metis) for on-chain interactions, data retrieval, and smart contract calls.

  2. LazChain Integration:

    • Benefit: Hyperion blockchain is used. LazChain is a fork of Metis.
    • Specifics:
      • Smart Contracts: Use LazChain’s smart contract capabilities to manage the Claim Manifests, audit requests, auditor staking, and reward distribution.

  3. LLM Client:

    • Benefit: Integrate LLMs into auditing reports.
    • Specifics:
      • Sentiment Analysis: Use LLMs via the LLM client to analyze the sentiment of the qualitative remarks made by auditors in their reports to provide consumers with an additional trust signal.
      • Report Summarization: Use LLMs to automatically summarize lengthy audit reports.

  4. Eliza Integration:

    • Benefit: Potentially use Eliza for autonomous agent interactions or orchestrating multi-agent audits.
    • Specifics:
      • Multi-agent Workflows: Orchestrate re-audits with different auditors.
      • Incentivizing Auditors: Eliza could manage the distribution of rewards to auditors based on the quality and completeness of their reports (potentially measured using LLMs for sentiment or summarization as mentioned above).

  5. Model Context Protocol (MCP)

    • Benefit: Ensures that AI models and agents are acting according to data set claims.
    • Specifics
      • Enforcement: Auditors can use the MCP to verify compliance between AI model and data set claim.

I’ll post this response in the forum.

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Hey Guy, Please find attached our refined idea. And let us know if you have any query

Haithe is a next-generation decentralized platform and marketplace that empowers anyone to build, deploy, and monetize autonomous AI agents in a fully trustless and composable ecosystem. At its core, Haithe introduces a powerful organizational model—developers and teams create organizations, within which they can launch agents that perform tasks, analyze data, interact with tools, and call models like GPT, Gemini, DeepSeek, or Kimi K2. Each agent operates with secure, granular access to modular resources—ranging from encrypted knowledge bases (knowledge:text, knowledge:pdf, knowledge:url, etc.) to prompt sets, code-based tools (in Rust, Python, JS), and remote functions. These components are bought from a decentralized marketplace, and sellers retain full data sovereignty by encrypting assets client-side, ensuring that no one—including Haithe itself—can read the content. Products are decrypted and used solely within Trusted Execution Environments (TEEs) during inference, maintaining confidentiality while enabling powerful, real-time reasoning.

To coordinate more complex operations, Haithe features a visual workflow builder (similar to n8n), allowing users to design drag-and-drop automations where agents collaborate, call tools, branch logic, and trigger external webhooks, making it easy to integrate with real-world applications, APIs, and services. Each interaction is transparently priced and metered per call, with cryptographic attestations proving resource usage and enforcing trustless billing.

To enhance credibility in a zero-knowledge environment, Haithe introduces a unique auditor layer—a decentralized network of trusted, KYC-verified individuals and organizations who can privately inspect encrypted products (with permission), and issue verifiable endorsements. This enables a dynamic trust marketplace: sellers can prove quality, buyers can make informed decisions, and reputation becomes an on-chain asset. Contributors of valuable data, tools, or prompts are rewarded with DAT tokens on the Lazai chain, incentivizing a sustainable and open ecosystem.

Haithe is not just a tool—it’s the infrastructure for a new class of decentralized, autonomous intelligence. Whether you’re launching a research agent, selling proprietary AI workflows, building SaaS automation, or creating community-governed AI applications, Haithe provides the secure execution, composability, and monetization foundation to power the next era of open, intelligent systems.

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Hey everyone, I’m Kartik, one of the developers from Team Haithe. We’re super excited to roll out the beta version later today! We have spent a lot of time building Haithe and making sure it is a smooth experience for you all trying and testing all the features of the app, and we’d love to hear all of your thoughts and feedbacks on it.

Thankyou,
Kartik

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Hey everyone,

We’re thrilled to announce that Haithe is now live! as we have mentioned before, we set out to solve a fundamental problem: the centralization of AI Agents. Models are locked in walled gardens, monetization for tool-builders is opaque, and users have little to no ownership over the agents they create.

Haithe is our answer. It’s a comprehensive platform that uses advanced AI orchestration to create a transparent, permissionless, and user-owned AI ecosystem.

Over the upcoming week, we’ll be deep diving into our architecture. We invite you to look under the hood, challenge our design decisions, and discuss the future of decentralized AI.

Our platform stands on three core technological pillars:

  1. The Contracts: The contracts governs ownership, identity, and commerce. All rules are transparent, and all transactions are verifiable.

  2. The Rust Backend: Built with Rust, Actix Web, and SQLx. It’s built for performance, efficiency, and concurrency, non-negotiables when handling real-time AI.

  3. The UX: Our philosophy is that decentralized technology should not require a compromised user experience. So we have tried our best to remove as much friction as possible. You can use social logins and embedded wallets to join the platform, which removes the Web2 & Web3 barrier of entry. Next, we have created a standard, smooth, responsive and easy to understand design inspired by industry-grade dashboards and marketplaces. The entire flow follows OpenAI standards (Organizations, Projects, API specs and so on), built it responsive and modular by default, and implemented proper Role Based Access for all types of users.

What does this mean for users?

  • For Creators/Data Orchestrators: You can build and sell AI “Extensions” (context, knowledge bases, Files, RPC endpoints and more coming soon) on an open marketplace, earning revenue directly and transparently for every single call.

  • For Enterprize/Teams/Developers: You can create “Organizations,” which are secure, on-chain treasuries for managing funds and building powerful AI “Agents” by composing community-built extensions with LLMs.

We are really excited for you to try and test our platform, and we’d love to hear your initial thoughts!

Try it out here: Haithe - Beyond Hashes
Watch our demo video: youtu.be/2HCJYMXJGDk
Check out our codebase: Haithedotai/core

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Hey everyone, Quick update

:white_check_mark: What We’ve Built

  • Decentralized AI Agent Architecture Organizations can create and manage AI agents that operate autonomously using modular, permissioned access to models, knowledge bases, tools, and prompt sets.
  • Encrypted AI Marketplace A marketplace for knowledge (text, pdf, csv, url, etc.), prompt sets, and tools (Python, Rust, JS, RPC), where sellers encrypt assets client-side and buyers access them only via secure TEE (Trusted Execution Environment) runtimes.
  • Multi-Model Support with OpenAI-Compatible API Support for a wide range of models including ChatGPT, Gemini, DeepSeek, and Kimi K2—each with individual price_per_call—made accessible through a unified, OpenAI-compatible API interface.
  • Trustless Execution and Billing with Attestations All agent executions are logged with cryptographic attestations for full transparency. Each call is priced dynamically based on the models and marketplace products used.
  • Privacy-Preserving Monetization Sellers never reveal their data or tools. Products are encrypted for TEEs, ensuring only authorized agents can decrypt and use them during execution—never at rest or in transit.
  • Incentivization via Lazai Chain Contributors are rewarded with DAT tokens for uploading data and tools, integrating directly with the Lazai decentralized data and compute ecosystem.
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Hey everyone! I have been testing Haithe for the past two days, and since been impressed with it. The UI looks clean and elegant, and all features seem to be working. However, I noticed that there is no option to edit the user profile or the product details inside the marketplace. I misspelt my creator name and would like to fix it. What should I do?

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This is an awesome Product, AI On-chain MarketPlace, Great!!!

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Hey there! Thanks for bringing this up.

Firstly, for the marketplace profile, your creator profile in the marketplace is an NFT that is minted to your wallet when you create the profile, and currently you cannot update the details (I’m going to add a warning about this on the become a creator page now). You can use another account / wallet to create a new profile with correct details as of now, and we are planning to roll out the updation functionality in phase two of our lifecycle.

Thankfully this is not the case for the product detail page so we are just going to add an edit button so you will be able to update the details and description of your products once they are created.

thankyou for taking the time out to point these out!
happy testing

~ Kartik

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glad to hear that you’re enjoying Haithe Suyash! let us know if you face any issues or find any bugs. we’re here to help. cheers!

~ Kartik

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Great and clean UI, But I only have one feedback, it was kind of difficult navigating to creating a product

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I also noticed this UI issue on my mobile, while trying to test the user guide

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Edit: Another UI issue

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Thanks for pointing these out @Vir3nd4a ! We’re working on making the entire UI responsive for mobile. We’ll get these display issues fixed asap.

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Hey everyone,

We’ve just launched Haithe - our new platform for next gen decentralized AI, and we want you guys to try it!

We’re giving away $200 for testing the platform. To enter, click on the following form and read the guidelines: https://forms.gle/QnrbS1Mx197xn5pJA

The giveaway is open till 15th August. We’re excited for you to get your hands on what we’ve built :raising_hands:t2:

If you have any queries, dm us on twitter (@haithedotai): â€Șâ€Șhttps://x.com/haithedotai

~ Team Haithe

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