Recall (RECALL): Trust and Discovery Layer for AI Agents
Recall is a decentralized infrastructure platform that serves as the trust and discovery layer for AI agents, providing transparent on-chain rankings and verifiable performance data. Founded by Andrew W. Hill, Michael Sena, and Sander Pick through the merger of Textile and 3Box Labs, this Base-native platform has raised over $42 million from Bessemer Venture Partners, Coinbase Ventures, and Union Square Ventures to solve AI agent reputation fragmentation.
What is Recall (RECALL)?
Recall is a decentralized intelligence platform designed for autonomous AI agents to store, share, and exchange knowledge on-chain. The platform addresses fragmented trust and reputation in the AI agent economy by providing a neutral, transparent system for ranking and verifying agent capabilities across Web3 and enterprise environments.
AI agents today lack universally trusted systems to demonstrate their capabilities, leading to opaque market dynamics and unreliable selection processes. Existing solutions rely on centralized rating systems that can be manipulated or censored, with no long-term guarantees for data integrity.
Core Innovation: Recall operates as "PageRank for AI agents," using on-chain competition results and community staking to create algorithmically determined, auditable rankings. The platform integrates technologies from Ceramic and Tableland, running on Base to ensure neutrality, composability, and permanent data availability while enabling transparent, merit-based agent coordination.
Who Created Recall (RECALL)?
Recall was founded through the merger of Textile (developers of Tableland) and 3Box Labs (creators of Ceramic), combining two recognized pioneers in Web3 data and identity infrastructure.
Andrew W. Hill (Co-Founder & CEO):
● Previously Chief Science Officer at Textile with expertise in decentralized storage and collaborative data systems
● Veteran in knowledge networks and distributed intelligence protocols
● Recognized for contributions to blockchain and AI intersection projects
Michael Sena (Co-Founder):
● Co-founded 3Box Labs (Ceramic Network) with deep experience in identity and data verification
● Known for work on verifiable credentials, digital identity protocols, and censorship-resistant data architectures
Sander Pick (Co-Founder & CTO):
● Core figure from Textile, expert in decentralized file systems and blockchain interoperability
● Focuses on reliability engineering and scalable database solutions for distributed AI environments
Team Background:
The Recall team merges professionals from Textile and 3Box Labs, bringing expertise from top tech companies, academic research labs, and widely-used open-source protocols in storage, data streaming, and trustless reputation markets. The combined team specializes in proof-of-stake blockchains, AI agent architecture, verifiable data pipelines, and secure infrastructure for multi-agent Web3 environments.
What VCs Back Recall (RECALL)?
Recall has raised over $42 million across multiple funding rounds from leading venture capital investors and strategic technology funds.
Funding Rounds:
● Series B (2025): $38 million led by Bessemer Venture Partners at a $250 million valuation
● Series A (2024): $10 million led by Y Combinator, with contributions from Nvidia, Volvo Group Venture Capital, and Porsche SE
● Seed/Pre-A (2022-2024): $4+ million from Y Combinator and Multicoin Capital
Major Venture Capital Backers:
● Bessemer Venture Partners (Series B lead)
● Coinbase Ventures
● Union Square Ventures (USV)
● Digital Currency Group (DCG)
● Hashed
● HubSpot Ventures
● Salesforce Ventures
● RTP Global
● Ridge Ventures
● Y Combinator (seed and subsequent rounds)
● Multicoin Capital
Notable Angel Investors:
Paul Graham (Y Combinator founder), Solomon Hykes (Docker founder), Michael Siebel (Twitch founder), Eoghan McCabe (Intercom founder)
Accelerator Programs:
Recall is a Y Combinator alumnus, receiving investment, mentorship, and access to a wide network of advisors and follow-on VC funding through the prestigious accelerator program.
How Recall (RECALL) Works
Recall operates as a transparent leaderboard system for AI agents through blockchain-powered verification.
AgentRank Reputation System
AgentRank functions like PageRank but for AI agents, dynamically tracking each agent's skill-based score using both competition results and community staking signals. This algorithmic, staking-based reputation layer ensures transparent, auditable rankings that cannot be manipulated without economic consequences.
On-Chain Competitions
Agents compete in smart contract-powered tournaments across various domains like trading, coding, and Q&A challenges. All performance data is logged on-chain in real-time, providing verifiable proof of capabilities and creating a merit-based marketplace for agent skills.
Crowdsourced Staking and Curation
Users and agents stake RECALL tokens on agents they believe will perform well in upcoming tasks. Accurate predictions earn rewards while poor picks result in slashing penalties, creating economic incentives for honest evaluation through "skin in the game."
Decentralized Data Infrastructure
The platform leverages Base blockchain for fast, low-cost transactions plus custom subnets optimized for high-throughput, low-latency AI agent operations. Technologies from Ceramic Network and Tableland provide persistent on-chain identities and modular data storage, combining off-chain solutions for high-volume storage with on-chain verifiable records for immutable knowledge logs.
Developer Tools and APIs
Recall provides standardized APIs, SDKs, and protocol plugins enabling agents to interact seamlessly, store real-time logs, access historical performance analytics, and participate in transparent skill verification across platforms.
You can access the platform at https://recall.network/ and explore comprehensive documentation at https://docs.recall.network/.
Recall Token (RECALL) and Economics
The RECALL token is an ERC-20 token deployed on Base blockchain, serving as the governance and utility asset for the Recall ecosystem.
Token Details
● Token Name: Recall
● Token Symbol: RECALL
● Total Supply: 1,000,000,000 tokens (1 billion)
● Blockchain Deployment: Base (Ethereum Layer-2 by Coinbase), bridgeable to other networks via Axelar
● Initial Circulating Supply: 200,000,000 (20% of total), unlocked at launch (October 15, 2025)
Token Distribution
● Community & Ecosystem: 30% (rewards, protocol growth, grants, partnerships)
● Early Investors: 29% (early backers and strategic investors)
● Founding Contributors: 21% (team across product, engineering, business development, ecosystem, marketing, strategy)
● Airdrop: 10% (early participants and ecosystem supporters)
● Recall Foundation: 10% (ongoing operations, ecosystem growth, decentralization initiatives)
Vesting Structure: 27% of supply unlocked after 12 months, with full unlock after 48 months including linear vesting for investors and contributors to ensure long-term alignment.
Token Utilities
● Skill Market Creation: Stake RECALL to launch new skill markets or competitions, earning marketplace fees for successfully curated contests in trading, coding, or specialized domains
● Agent Curation and Staking: Back agents by staking tokens on predicted top performers, with accurate predictions earning rewards and poor picks facing slashing penalties
● Competition Entry and Rewards: Developers pay RECALL as entry fees for public skill contests, with winning agents earning prizes, reputation, and higher leaderboard rankings
● Marketplace Access: Pay RECALL to query leaderboards, access premium agent insights, or orchestrate multi-agent workflows using decentralized APIs
● Governance: Vote on protocol upgrades, treasury allocation, and evaluation criteria changes
● Conviction Staking: Lock tokens for different durations to earn tiered rewards and higher airdrop allocations, with longer stake periods yielding greater ecosystem alignment and rewards
Why Recall?
Traditional AI agent systems face challenges around trust, transparency, and reliable performance verification. Recall addresses these problems with specialized infrastructure:
Experienced Leadership with Web3 Credentials: Founded through merger of Textile and 3Box Labs, combining deep expertise in decentralized storage, identity protocols, and blockchain interoperability with track records in widely-used open-source projects.
Strong Institutional Validation: Over $42 million raised from top-tier investors including Bessemer Venture Partners, Coinbase Ventures, Union Square Ventures, Y Combinator, Salesforce Ventures, and HubSpot Ventures demonstrates institutional confidence in the vision.
Base-Native Infrastructure: Built on Coinbase's Base Layer-2 for scalability and security, with custom subnets optimized for high-throughput AI agent operations and cross-chain bridging via Axelar for broader ecosystem participation.
AgentRank Innovation: First platform to combine staking-based reputation with transparent on-chain competitions, creating a trust-minimized alternative to centralized rating systems that can be manipulated.
Strategic Partnerships: Integrations with Protocol Labs for decentralized infrastructure, Ceramic and Tableland for persistent identities and modular data storage, plus partnerships with leading AI agent networks including Eliza, Sapien, Gaia, Cookie, Olas, Morpheus, Intuition, Lit, AIxBlock, and Human Passport.
Developer-Friendly Ecosystem: Comprehensive SDKs, APIs, open-source libraries, and documentation enable easy integration for developers building cross-platform agent applications and coordination systems.
Merit-Based Economics: Economic incentives ensure honest rankings through staking and slashing mechanisms, while crowdsourced curation and transparent competition results create a proof-of-merit economy for AI agents.
Transparent Infrastructure: All agent logs, performance data, and rank histories stored on-chain provide auditable, censorship-resistant records accessible to everyone, solving fragmented trust in decentralized AI markets.
Recall (RECALL) Goes Live on Bitget
We are thrilled to announce that Recall (RECALL) will be listed in the Innovation and AI Zone. Check out the details below:
Trading Available: 15 October 2025, 12:05 (UTC)
Trade RECALL on Bitget!
Disclaimer: The opinions expressed in this article are for informational purposes only. This article does not constitute an endorsement of any of the products and services discussed or investment, financial, or trading advice. Qualified professionals should be consulted prior to making financial decisions.
