How do you overcome enterprise client skepticism regarding hallucination and operational errors in frontier models?

You establish rigid deterministic constraints and human-in-the-loop escalation boundaries. An autonomous agent should never have unilateral authority to execute irreversible external actions, such as wiring capital or signing legal waivers. The agent drafts responses, verifies data against internal records, and queues recommendations for human staff to review. This safety architecture builds executive confidence while drastically reducing operational workload.