FID-082 · Open question
Financial Agent Authorization and Transaction Integrity
Do financial-workflow agents preserve authorization, transaction integrity, and recoverability when instructions, records, or operational conditions conflict?
Why the question remains open
A correct explanation does not guarantee a correctly authorized financial action. Repeated requests, stale account details, changed limits, and partial failures make the action sequence central to trustworthy behavior.
Working hypothesis
A proposition to test, not a finding.
Independent transaction constraints and explicit reconciliation will reduce unauthorized or inconsistent simulated actions relative to prompt-only safeguards. They may introduce failure modes when policy or records are ambiguous.
Proposed method
How the question could be tested
- 01Build synthetic invoice, reconciliation, and payment-approval workflows using simulated accounts, explicit limits, and non-executable transactions.
- 02Compare manual review, prompt-only agents, and agents with enforced limits and reconciliation under duplicate requests, stale records, interruptions, and conflicting approvals.
- 03Measure unauthorized commitments, duplicate actions, ledger consistency, exception escalation, recovery completeness, time, and human workload. Include low-frequency high-consequence cases without treating their artificial frequency as a real-world estimate.
Needed controls
What must constrain the study
- 01No real funds, account credentials, market activity, or financial advice. Have qualified operations and risk reviewers assess scenarios.
- 02Define decision authority and acceptable loss separately from model confidence. Version rules and document disputed cases.
- 03Match information and task budgets; include benign exceptions and measure both false blocks and missed violations.
Relationship to existing work
A finance-specific test of FID-074 and FID-080. Unlike general workflow studies, it requires transaction-state, reconciliation, and aggregate-authorization checks.
Expected outputs
Artifacts the work should produce
- 01A synthetic transaction-integrity evaluation suite.
- 02A report separating authorization, accounting consistency, and operational recovery.
Open questions
Uncertainties the protocol must resolve
- 01Which failures require human approval even when transactions are reversible?
- 02How should linked small actions that exceed an aggregate limit be evaluated?
Related calls
Continue through this research area
FID-074
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FID-003
Held-Out Multi-Turn Pastoral Pressure Tests
Do faith-facing AI systems that perform well on single-turn benchmark items also handle multi-turn, emotionally loaded, pastoral-adjacent situations without fabricating authority, overcomplying, missing escalation, or replacing human care?
Open question
Open work
Primary need: financial operations expertise, agent evaluation, audit, transaction systems
- Financial operations and audit specialists to define realistic controls.
- Agent and transaction-system engineers to implement isolated experiments.