AI Case Management for KYC and Reconciliation Is Not a Model Problem
AI-enabled case management for KYC onboarding and reconciliation exceptions starts with workflow, evidence provenance, and controls — not model selection. A ...
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Latch Journal
Operational workflow playbooks
Start with the workflow your team is trying to control: triage, approvals, plugins, or auditability. These posts are meant to move you toward a clearer next step, not just more reading.
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What Is a Plugin Action?
A plugin action runs on an external system from inside the case with role checks, governed approvals, and immutable audit logging.
Read article →How Four AI Governance Frameworks Handle Approval vs. Runtime Evidence
ISO 42001, NIST AI RMF, NIST AI 600-1, and the EU AI Act all require both pre-deployment controls and post-deployment monitoring. Here is where each framewor...
Read article →Governance-First Approval Systems for AI: What They Prove, What They Miss, and Where Runtime Evidence Fills the Gap
Governance-first approval systems prove who approved an AI change and under which policy. They do not prove what happened on a specific runtime decision. Bot...
Read article →The Runtime Control Layer: What This Category of Software Is and Why It Exists
The runtime control layer combines built-in intelligence, governed execution, and immutable case audit trails for operational software.
Read article →AI Raises the Value of Control-First Software
AI increases the value of control-first case platforms that combine governed execution, immutable audit logs, and cross-system integration.
Read article →Immutable Payment Audit Trails Need Workflow Context
Immutable storage helps, but payments teams also need approval history, metadata, and one case record when discovery asks how a decision was made.
Read article →Why Approval, Auth, and Audit Logic Must Stay in the Core
Approval, authorization, and audit logic should be a carefully tested core, while AI-assisted plugins evolve around it safely.
Read article →Using ChatGPT Safely for Refunds and Customer Offers
Use ChatGPT for refund and offer suggestions while keeping approvals, role checks, and immutable audit logs in the case workflow.
Read article →How to Run Four-Eyes Control Without Inbox Approvals
Four-eyes control breaks down when approval depends on forwarded emails and memory. Here is a case-centric model that keeps role boundaries, denied attempts, an
Read article →What Auditors Need to See in a High-Risk Approval Workflow
High-risk approval workflows need origin, authority, denied paths, outcomes, and case-linked evidence in one immutable audit log.
Read article →Four-Eyes Principle, Maker-Checker, and Segregation of Duties: What Actually Differs
Four-eyes principle, maker-checker, dual control, and segregation of duties are related but not identical. Here is what changes in workflow design and auditabil
Read article →AI Triage Needs a Control Plane, Not Just Better Prompts
Why operations, compliance, and platform teams need governed execution and audit trails around AI triage recommendations.
Read article →Unified Triage Is Not Just a Shared Inbox
Unified triage turns shared intake into governed case management with clear ownership, queue behavior, and audit trails.
Read article →Why Email-to-Ticket Workflows Fail Without Context Preservation
Email-to-case workflows break when context is lost across handoffs. Preserve context to keep triage accurate and audit trails intact.
Read article →Case Records Should Be Systems of Action, Not Just Systems of Record
Why case records need action, evidence, and auditability, not just storage, to reduce swivel-chair work and keep operations auditable.
Read article →When AI Triage Should Recommend the Next Step and When It Should Stay Silent
How AI triage should use confidence thresholds, missing context, and deliberate silence to preserve operator trust in high-risk workflows.
Read article →The First Three Workflows to Govern with Action Providers
Plugins should start with workflows that need governed approvals, immutable audit logs, and safe external execution in production.
Read article →How to Add External Actions Without Creating Integration Debt
Use extensible plugin architecture to preserve discovery, authorization, and result capture without long-term integration debt.
Read article →Approval Design for High-Risk Operations Workflows
Approval design for high-risk operations should reduce blast radius, preserve evidence, and enforce review without slowing routine work.
Read article →Audit Trails That Answer the Real Questions
Compliance-grade audit logs give operators and auditors timelines, decision evidence, and accountability across every case.
Read article →Why Ticket Status Workflows Need Hard Edges
Hard-edged case status workflows prevent ambiguity, protect operations, and keep reopening paths clean for governed second passes.
Read article →Asset Context Is the Missing Layer in Field Service Tickets
Asset context in field service cases turns service history into faster diagnosis, fewer repeat visits, and cleaner site handoffs.
Read article →Multi-Tenant Issue Resolution Without Cross-Tenant Risk
How multi-tenant issue resolution keeps tenant boundaries, identity, and authorization tight so cross-tenant risk never becomes an operational surprise.
Read article →OIDC for Operations Platforms: What Matters in Practice
OIDC for operations platforms depends on browser login, issuer consistency, and token validation that hold up under real use in practice.
Read article →Brute-Force Protection Is Part of the Operator Experience
Brute-force protection should reduce attack risk without blocking legitimate operators, using smart lockouts, rate limits, and audit trails.
Read article →Public APIs and Internal Endpoints Should Never Share the Same Blast Radius
Public APIs and internal endpoints must be isolated so debug, metrics, and health routes never widen the blast radius of a breach.
Read article →Designing an Email Ingestion Pipeline for Operational Triage
How to design an email ingestion pipeline for operational triage that preserves evidence, classifies cleanly, and keeps queues trustworthy.
Read article →Confidence Scores Are Not Enough for AI Ticket Routing
AI case routing needs evidence quality, complete context, and workflow readiness beyond a confidence score or routing label.
Read article →How to Move from Mailbox Triage to Governed Case Handling
Move from mailbox triage to governed case handling with one auditable case queue and a practical migration path.
Read article →Queue Health Metrics That Matter More Than First Response Time
Queue aging, handoff delay, rework, blocked work, and outcome quality reveal case management health beyond first response time.
Read article →Duplicate, Rejected, and Cancelled Tickets Are Not Edge Cases
Duplicate, rejected, and cancelled cases shape reporting, queue control, governed returns, and compliance-grade review.
Read article →Closed Does Not Mean Gone: Designing Safe Reopen Paths
Safe reopen paths protect closure meaning, preserve audit history, and keep queue metrics honest when closed cases return.
Read article →Finance Exception Handling Needs Four-Eyes Control
Why finance exception handling needs four-eyes control, evidence, and audit-ready review before unauthorized actions slip through.
Read article →Turn Reprocessing from Tribal Knowledge into a Governed Action
Make reprocessing explicit, permissioned, and auditable so teams can retry failed work without tribal knowledge or weak controls.
Read article →What to Log When Operators Trigger External Actions
A practical logging guide for external actions, covering request context, approval state, execution results, and evidence retention.
Read article →A Safe Rollout Plan for AI-Assisted Issue Resolution
A safe rollout plan for AI-assisted issue resolution that balances phased adoption, guarded execution, and measurable governance at scale.
Read article →Extend the Platform with Providers Instead of Hard-Coded Custom Workflows
Extensible plugin architecture lets teams extend workflows safely without brittle custom code or fragmented control logic.
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