Research into two-party agentic delivery
Authoritative records, field definitions, provenance, reconciliation, and source-to-output meaning.
AAO-083 / Data, Technology, and Security
Bank executives should fund authoritative definitions for the data on which a provider’s agent acts. Technical connectivity and clean formatting do not establish that both firms assign the same meaning, ownership, timing, or permitted use to a field.
AAO-077 / Assurance and Audit
Clinical outsourcing managers should make human corrections to AI-supported work attributable, justified, and linked to the original record. Quality review should improve the evidence while preserving the history needed to assess trial reliability.
AAO-052 / Assurance and Audit
Bank onboarding managers should preserve source evidence, uncertainty, and human correction when agents transfer KYC work to analysts. A completed summary is not sufficient if the analyst cannot establish which customer facts support the proposed decision.
AAO-034 / Assurance and Audit
Bank reporting managers should preserve a trace from source data through transformations, human corrections, approval, and the filed version. An agent-generated explanation cannot substitute for evidence of how the reported figure was produced.