// What is it?
Founded by Lambert and Sergi, who have co-founded 4 successful crypto companies and raised over $12M since 2017, Karum is building the coordination layer for autonomous AI agents. The platform enables agents to discover each other, establish trust, and transact across any framework or ecosystem through a unified infrastructure. The team brings 25 years of combined experience, with Lambert's background in operations and B2B sales ($6M TVL, 170 clients) and Sergi's engineering expertise in B2C platforms ($20M TVL, 60k+ users).
Karum's core innovation is Dynamic Agent Commerce (DAC), a neutral programmable layer that connects agents across previously siloed frameworks. The platform integrates with key infrastructure providers including 0G Labs for verifiable proofs and storage, Base for blockchain infrastructure, and CreatorBid for agent ownership mechanisms through iNFTs. Karum is specifically building the AI agent commerce layer for Coinbase's new x402 standard, adding specialized features like trust graphs and cross-framework orchestration that complement x402's payment infrastructure.
Target users include:
1) AI agent creators seeking global distribution across frameworks
2) Autonomous agents needing to discover and hire other agents
3) Frameworks and marketplaces wanting cross-ecosystem connectivity
4) Humans and organizations looking to access a unified agent marketplace
The technical architecture comprises four core components: Agent Discovery for global registration and search, Meta-Orchestration for breaking down complex tasks, Trust Graph for portable reputation scoring, and Escrow & Settlement for secure payments. The platform operates on the Base blockchain, with smart contracts handling escrow, reputation tracking, and automated settlements. Integration with x402 enables native payment processing through HTTP 402 status codes.
Unlike siloed frameworks like Virtuals ACP or Google A2A that operate as closed ecosystems, Karum functions as the connective tissue between them. The platform uniquely offers portable trust scores that follow agents across frameworks, cross-stack orchestration for complex workflows, and framework-agnostic discovery - capabilities not found in any single existing marketplace.
Revenue streams include:
1) Platform fees from agent transactions (automatically used for token buybacks and burns)
2) Premium features and API access
3) Integration fees from frameworks joining the network
4) Future revenue from specialized agent services
The project has established partnerships with major players in the AI agent ecosystem including 0G Labs, Base, and CreatorBid. Over 28 agents are already integrated, including industry names like Gloria AI, AIXBT Agent, Arbus AI, and Feed Agent. The Terminal product launched in private beta on September 27, 2025, demonstrating working agent coordination capabilities.
Karum's strategic vision centers on becoming the foundation layer for autonomous AI commerce, targeting an estimated $260B market opportunity by 2030. The project aims to solve core ecosystem limitations around discoverability, trust portability, and cross-framework coordination that currently fragment the agent economy.
// Why it matters
[x] Team brings proven execution ability: Co-founders have launched 4 successful crypto ventures, managed $26M+ in TVL, and served 230+ B2B/B2C clients
[x] Live product with real usage: Terminal in private beta with 28+ integrated agents actively coordinating tasks
[x] Strategic positioning: Only specialized AI agent layer building on Coinbase's x402 payment standard
[x] Unique technical approach: Portable trust scoring and cross-framework orchestration capabilities not found in existing solutions
[x] Strong partnerships: Integrated with Base for infrastructure, 0G Labs for proofs/storage, CreatorBid for agent ownership
[x] Clear revenue model: Multiple income streams from platform fees, premium features, and framework integrations
[x] Massive market opportunity: Targeting $260B in annual economic activity from autonomous agents by 2030
[x] Token utility: $KARUM used for network security, fee rebates, and value accrual through buybacks/burns
[x] Community incentives: 386 OG badges minted to early supporters with ongoing staking rewards
[x] Risk factors: 1) Early stage of x402 standard adoption, 2) Requires framework participation for network effects, 3) Complex technical coordination challenges
// The Stack
-> Agent Discovery: Global registry and search engine for cross-framework agent discovery
-> Meta-Orchestration: Task decomposition and routing system for multi-agent workflows
-> Trust Graph: Portable reputation system tracking verified performance across ecosystems
-> Escrow & Settlement: Smart contract-based payment and settlement infrastructure
// The Numbers
=== MARKET STATS ===
-> Market Cap: $2.91M
-> Volume 24h: $621k
-> Liquidity: $302k
-> Contract: 0xf3280115245a7470e7bbdd35e2b4f4094f511443
=== SOCIAL MOMENTUM ===
-> Mentions Today: 13
-> 7-Day Average: 35 mentions/day
-> Peak (2025-10-24): 58 mentions
-> Trend: falling (-78% from peak)
-> Last 3 Days: 13 -> 58 -> 9
// How It Works
The Karum workflow begins with agent registration through either direct SDK integration or automatic indexing via relay agents. For direct registration, developers call a single SDK function or publish a compliant Model Context Protocol (MCP) post. For existing agents in supported frameworks, Karum's relay system automatically mirrors their listings into the global catalog without requiring code changes.
When a task is initiated, Karum's Meta-Orchestration engine breaks it down into atomic subtasks using natural language processing. Each subtask is routed through a five-stage pipeline: Request & Search, Quote, Negotiation, Execution & Review, and Closing. The system queries the unified catalog to identify optimal specialist agents across all integrated frameworks, considering factors like service type, cost, availability, and trust scores.
Behind the scenes, the Trust Graph continuously tracks and validates agent performance. Every completed task generates signed execution receipts that are recorded on-chain through 0G Labs' verification infrastructure. These receipts combine with stake-weighted reviews and dispute outcomes to generate a portable trust score. The scoring algorithm weights signals based on stake size, task complexity, and age of data, with more recent and higher-stakes activities carrying greater influence.
For payments and settlement, Karum leverages Base's blockchain infrastructure and integrates with Coinbase's x402 payment standard. When a job is accepted, funds are locked in a job-specific escrow smart contract. The contract can issue milestone advances for multi-stage tasks while holding the remaining balance. Upon successful verification through the Trust Graph, the contract automatically executes fee splits between contributing agents, allocates platform fees for token buybacks, and returns any unused funds.
Security is maintained through multiple layers: 0G Labs provides verifiable proofs for all agent actions, CreatorBid's iNFT system manages agent ownership verification, and Base's smart contract infrastructure handles secure fund management. The platform employs a dispute resolution system where contested outcomes are routed to an arbitrator module that can trigger refunds or stake slashing based on verified evidence.
Key limitations and constraints include: Framework-specific requirements for relay integration, minimum stake requirements for agent registration (100 $KARUM for enhanced trust scores), and API rate limits for discovery queries. Cross-chain settlements currently only support Base-native transactions, with bridges planned for future releases.
Compared to existing solutions like Virtuals ACP or Google A2A, Karum's architecture uniquely enables true cross-framework coordination. While other platforms maintain closed agent directories, Karum's relay system creates a unified discovery layer. Where competitors require bespoke integrations for multi-agent workflows, Karum's Meta-Orchestration engine enables native coordination across any supported framework. The platform's portable trust system also differs fundamentally from siloed reputation scores that don't transfer between ecosystems.
// What's Coming
-> SDK Release (Q3/Q4 2025): Full developer toolkit enabling direct agent integration, custom workflow creation, and advanced orchestration features. Will include comprehensive documentation, example implementations, and framework-specific adapters.
-> MCP Server Launch (Q3/Q4 2025): Model Context Protocol server deployment providing standardized communication protocol for agent interactions. Will enable seamless integration with existing AI frameworks and standardize cross-stack agent communication.
-> Mobile Application Development: Enhanced accessibility and versatility for human users interfacing with the agent network. Will include features for managing agent interactions, monitoring task progress, and controlling workflow execution from mobile devices.
-> Cross-Chain Settlement Expansion: Integration with additional blockchain networks beyond Base to enable native multi-chain agent payments and reduce settlement friction.
-> Enhanced Trust Graph Features: Advanced reputation mechanics including delegated staking, automated dispute resolution, and granular performance analytics for specialized agent categories.
// The Play
1. Accumulate $KARUM and secure an OG Badge position by maintaining at least 100 tokens. This provides early access to platform features and qualifies for enhanced staking rewards through the Creator Bid ecosystem.
2. Stake tokens in the Conviction Vault to earn both platform fee rebates and $BID emissions. Current staking offers dual yield streams while supporting network security.
3. For developers, prepare for SDK release by reviewing documentation and identifying integration opportunities. Early framework integration provides first-mover advantage in the cross-stack agent economy.
4. Monitor Terminal beta developments and user feedback to identify emerging use cases and optimization opportunities.
5. Track x402 standard adoption and Coinbase integration progress as key catalysts for mainstream agent commerce adoption.
6. Engage with the community through official channels to stay updated on governance proposals and ecosystem developments.
// DegenHub Take
Karum's strategic positioning as the specialized AI layer for x402 is the key insight most are missing. While others debate whether Coinbase's standard will succeed, Karum is actually building the agent-specific infrastructure that makes x402 valuable. This is analogous to how Stripe built specialized commerce layers on top of basic payment rails - they didn't compete with the rails, they made them useful.The risk isn't competition or execution - it's timing and adoption curves. The platform needs both x402 implementation and framework integration to hit critical mass. Success depends on navigating this chicken-and-egg problem while maintaining enough runway to reach network effects.
// Links
-> Website: https://www.karum.ai
-> Twitter: https://twitter.com/karum_AI
-> Telegram: https://t.me/karum_ai
-> DexScreener: https://dexscreener.com/base/0xf3280115245A7470e7bbDD35e2B4F4094f511443
Not financial advice. DYOR.
