Building for State 3: Architecture for Autonomous Agents at Enterprise Scale

Stage 3 enterprises face a critical choice: approve everything and hope agents don't make mistakes, or require human approval for everything and eliminate the benefit of automation. The answer isn't binary. What enterprises need is autonomy within defined authority - let agents run freely within policy, escalate exceptions to humans, and keep humans accountable for what agents do on their behalf. This is what transaction-level authority architecture accomplishes: it lets you delegate bounded authority to agents, define that authority in business vocabulary, evaluate transactions at decision time, and maintain cryptographic proof of every decision.