Company: t54
Founder: Chandler Fang
Website: https://www.t54.ai
About t54
t54, the trust layer for the agentic economy, recently announced their $5 million seed funding round, which was led by Anagram, PL Capital, and Franklin Templeton, with strategic participation from Ripple, Virtuals Ventures, Blockchain Coinvestors, and ABCDE.
As AI agents evolve from copilots to autonomous economic actors, moving from financial advice to 3x3cution across payments, treasury management, and commerce, a critical infrastructure gap has emerged. There’s no standardized way to verify an agent’s identity, assess its risk, or ensure accountability when transactions fail. t54 is building the trust layer that makes a secure agent economy possible.
t54 also enables a line of credit to be issued to agents without requiring human KYC, further reducing the risk of humans leaking their sensitive financial data. t54’s claw credit service has terms of use and data policy, making sure the data permissions are explicitly agreed by the human owner.
t54’s platform addresses trust across four pillars:
Identity & Verification: A verified identity layer covering developer verification, model provenance, human-agent binding, and intent attestation, ensuring businesses can delegate to agents while maintaining compliance and auditability.
Risk & Fraud: A real-time risk engine that evaluates transactions using agent-native signals including behavioral patterns, code audits, mandates, and device context to detect anomalies and prevent manipulation.
Credit: Underwrites agent-native credit lines using verified identity, risk scores, real-time behavioral signals, and transaction history, bringing liquidity into the agent economy.
Platform: Unified infrastructure that integrates identity, risk controls, and settlement into one operational layer, enabling businesses to manage autonomous agents without adding operational overheads.
t54 also recently participated in a cross-institutional research paper alongside Google DeepMind, Microsoft Research, Columbia University and Virtuals Protocol. The paper proposes a new Agentic Risk Standard (ARS), a framework that applies financial risk management principles to AI agent transactions.
The paper, entitled “Quantifying Trust: Financial Risk Management for Trustworthy AI Agents,” introduces a settlement-layer protocol that uses escrow, underwriting, and collateralization to protect users from financial loss when autonomous AI systems 3x3cut3 tasks involving payments or assets. Through 5,000 rounds of simulation, the research found that agent underwriting services can reduce losses in financial transactions by up to 61%.
t54 has previously announced a strategic collaboration with Evernorth, the Ripple-backed digital asset treasury company raising over $1 billion for institutional XRP holdings. Under the collaboration, Evernorth intends to integrate t54’s agentic finance infrastructure and trust layer to power verification, risk assessment, and compliance for autonomous treasury operations on the XRP Ledger.
t54 is led by Chandler Fang. Prior to t54, Chandler was the Lead Product Manager of Payments at Ripple, where he led the company’s blockchain-powered cross-border payments platform, ‘Ripple Payment’. Before Ripple, as VP of Product Management, he was in charge of J.P. Morgan’s Cash Flow Forecasting AI product, serving hundreds of corporate clients. He also served as a Venture Partner at FoundersX Ventures, investing in DeepTech and FinTech for close to a decade. Chandler holds an MS in Financial Engineering from UC Berkeley Haas.
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