Expertise

Agentic Contractual Frameworks

Contract architecture for agentic systems. We help builders of AI agents, MCP servers, and autonomous transaction platforms make their machine-to-machine interactions legally durable.

API, MCP and token-based contracts

Programmatic access surfaces—REST APIs, Model Context Protocol servers, and token-metered endpoints—need contracts that match how they actually behave. We draft and review terms that allocate liability for autonomous calls, define acceptable use for agent consumers, handle usage metering and rate-limit disputes, and align with downstream model provider terms.

Delegated agent-to-agent transactions

When one agent acts for a principal—or contracts with another agent on its behalf—classical agency law strains. We structure delegation chains, authorization scopes, and machine-readable consent so transactions executed by AI agents are legally binding, auditable, and unwindable when something goes wrong.

Agentic dispute resolution

Agent-to-agent (A2A) interactions will produce a new class of disputes: bad calls, hallucinated commitments, runaway loops, and contested deliveries. We design dispute resolution mechanisms—arbitration clauses, on-chain attestations, escrow patterns, and rollback procedures—suited to systems where humans aren't in every loop.

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