Human Verification for Agentic Workflows
Why verification is different from generation, how to structure review steps, and how Agent Aid tasks map to compliance-friendly audit trails.
Verification is a distinct skill from drafting. Models can propose; humans confirm against ground truth, policy, and incentives. In agentic workflows, verification should be a first-class state, not an afterthought buried in chat logs.
What “verified” means
Define acceptance criteria before automation runs: matching rules, required artifacts, and who is allowed to sign off. Ambiguous verbs like “looks fine” become disputes—replace them with checklists.
Identity and documents
Government IDs, proofs of address, and business registrations often need trained reviewers. Route sensitive flows to document verification with least-privilege access to images.
Moderation and approvals
Publishing, payouts, and bulk messaging benefit from human gates. Pair automation with moderation workflows so a single bad branch cannot scale instantly.
Audit trails
Store task ids with decisions. When regulators or customers ask questions, you can point to explicit human completion events rather than model probabilities.