AI AML Investigation: Evidence-Completeness Review Bundle
Use an evidence-completeness review bundle to test AI-assisted AML case summaries for source coverage, conflicts, uncertainty, and human sign-off.
FIELD NOTES / CATALOG 04
Finance Automation
Architectural blueprints for automating financial workflows with AI agents, APIs, controls, human approvals, and production-ready operating patterns.
Sovereign AI Banking Deployment Boundary Attestation
Use a sovereign AI banking deployment boundary attestation to prove data paths, operator access, and reapproval triggers before production.
AI Treasury Client Meetings: Data-Scope Evidence Pack
Prepare treasury client meetings with a data-scope evidence pack that tests account access, freshness, source support, uncertainty, and human review.
AI Expense Coding: The GL Close-out Card
Use an AI expense-coding close-out card to link source evidence, GL and tax-code checks, human approval, and reversible postings before close.
AI Fund Administration: NAV & Allocation Release Pack
Control AI-assisted NAV and allocation exceptions with an evidence register, release gates, test harness, and a copyable review prompt.
AI Agent Payment Disputes: Intent Evidence File
Investigate an AI agent card-purchase dispute with an intent evidence file that connects instructions, limits, authorization, order, and fulfillment.
CSBS AI Exam Prep: Risk-Tier Evidence Pack
Prepare for a state bank AI exam with a risk-tier evidence pack that maps each use case to documents, owners, review depth, and open gaps.
AI Core Banking Change Evidence Pack
Use an AI core banking change evidence pack to link requirements, code, tests, and approvers before an AI-assisted release reaches production.
AI Estate Review: Account-Titling Evidence Pack
Use an AI estate-review evidence pack to compare plan intent with account titles and beneficiary records—then route every discrepancy to a qualified human.
AI Financial Advisor Roleplay: Compliance Rehearsal
Use an auditable AI advisor roleplay card to test client-conversation claims, objections, escalation paths, and human review before a meeting.
AI Cash Forecasting: Variance & Policy Exception Card
Use a cash forecast variance decision card to trace data, separate calculation from AI explanation, and escalate liquidity policy exceptions.
AI Advisor Workflow: Client-Plan Conflict Resolution Card
Use a client-plan conflict card to surface stale household facts, rerun affected planning calculations, and route AI-assisted advisor work to human review.
AI Banking Integration: A Cutover Decision Card
Use a cutover decision card to prove AI banking rules have an owner, source record, ledger effect, rollback plan, and human approval before launch.
Mutual Fund AI Compliance Gate: Answer Before Action
Use a deterministic AI compliance gate to separate mutual-fund answers from transaction routing, preserve rule evidence, and stop uncertain requests.
AI Reconciliation Exception Management: A Handoff Card
Use an AI reconciliation exception handoff card to assign owners, protect accounts, capture evidence, and approve closure without automatic write-backs.
AI Outage Recovery Drill for Financial Services
Run a practical AI outage recovery drill: map shared dependencies, move safely to manual operations, retain evidence, and approve staged restoration.
AI Red Teaming for Banking Agents: A Test Harness
Stress-test banking agents with policy-grounded scenarios, customer-impact controls, evidence requirements, human escalation, and regression gates.
Financial AI Agent Cost: Price per Verified Decision
Calculate the real cost of a financial AI agent by including models, data, review, rework, controls, and the share of outputs finance can actually use.
AI Meeting Notes for Advisors: An Auditable CRM Workflow
Design a meeting-to-CRM workflow where every proposed field has evidence, confidence, review status, and a human owner before client data changes.
Multi-Custodian Data: An AI Provenance Contract
Give wealth-management AI a verifiable account, source, timestamp, reconciliation state, and data lineage before it generates an answer.
Agentic Payments: AWS AgentCore, x402, and Spending Limits
How Amazon Bedrock AgentCore Payments uses x402, MPP, wallets, payment sessions, IAM separation, and infrastructure-enforced spending limits.
Agentic Commerce: Why Only 9% Would Let AI Buy Autonomously
What agentic-commerce trust surveys really show, why their numbers differ, and which controls help consumers delegate one purchasing permission at a time.
Know Your Agent (KYA) vs KYC: A Banking Control Framework
A neutral KYA framework for banks: identify the principal, operator, agent, mandate, credentials, permissions, monitoring, revocation, and evidence.
Financial Systems: Ledger, Idempotency & Reconciliation
Engineer reliable financial systems with double-entry invariants, idempotent commands, explicit transaction states, reconciliation, and failure-injection tests.