Community research · Posted article

Project Research Dossier: Ritual

Open original Discord thread

Date: 2026-09-27
Analyst: moon_ Target Project: Ritual (Pre-TGE)
Primary Sources:


1. Executive Summary & Core Objective

  • What it Builds: Ritual is an open, decentralized AI execution layer and coprocessor network. Its primary product, Infernet, connects smart contracts natively to off-chain AI/ML model inference, allowing dApps to execute machine learning workflows directly within smart contract state transitions.
  • Value Proposition: Bridges the gap between Web3 smart contracts and AI computation. It removes reliance on centralized web2 AI APIs by enforcing crypto-economic integrity, zero-knowledge proofs (zkML), and optimistic verification for AI model execution.

2. Tokenomics Architecture & Dilution Model

  • Current Token Status: Pre-TGE / No Active Token. Operating developer testnets and node coordinator incentives.
  • Modeled Distribution & Allocation (Pre-TGE Analysis based on $25M raise):
    • Community, Node Operators & Ecosystem: Estimated 35–40% reserved for compute providers (node runners), developer grants, and early ecosystem participants.
    • Core Contributors & Team: Estimated 20–25% subject to a standard 12-month cliff and 36-month linear vesting schedule.
    • Early Investors (Polychain Capital, Archetype, Robot Ventures, etc.): Estimated 20–25% subject to a 12-month cliff and 24–36 month linear vesting.
    • Foundation / Protocol Treasury: Estimated 15–20% managed by the DAO/Foundation for ongoing protocol security and node staking rewards.
  • Unlock & Dilution Risk Dynamics:
    • Initial Circulating Supply Risk: Low-to-moderate initial circulating ratio expected, primarily unlocking node provider rewards and community ecosystem allocation.
    • Cliff & Linear Unlocks: Substantial supply expansion occurs at Month 12 when investor and core contributor cliffs expire, triggering continuous linear sell pressure through Month 36.

3. Team Verification Signals

  • Verifiable Credentials (Verified):
    • Co-founders Niraj Pant and Akilesh Potti are fully doxxed former investors/partners at Polychain Capital with verifiable technical backgrounds in crypto and machine learning.
    • GitHub activity: The ritual-net public GitHub repository (e.g., infernet-monorepo, infernet-container-starter) shows consistent daily commit activity, active pull requests, and ongoing release tags.