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.
Why Approval, Auth, and Audit Logic Must Stay in the Core
Why approval, authentication, and audit logic belong in the platform core rather than in plugins that can be swapped or misconfigured.
Using ChatGPT Safely for Refunds and Customer Offers
How to use ChatGPT for refunds and customer offers without handing it the ability to act. Where the approval gate has to sit.
How to Run Four-Eyes Control Without Inbox Approvals
Replace forwarded-email approvals with case-centric four-eyes control that keeps role boundaries, denied attempts, and execution outcomes visible.
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.
AI Triage Needs a Control Plane, Not Just Better Prompts
AI ticket triage is not a prompt problem. What a queue needs around it, ticket routing, approval gates, execution records, and a model you host yourself.
Unified Triage Is Not Just a Shared Inbox
Unified triage is not a shared inbox with more people in it. What changes when intake, routing, and ownership are enforced by the system.
Why Email-to-Ticket Workflows Fail Without Context Preservation
Email-to-ticket workflows fail when context is dropped at the boundary. What to preserve so the next operator does not start from scratch.
Case Records Should Be Systems of Action, Not Just Systems of Record
A case record that only stores notes is a record store. What changes when it can also initiate work and prove execution.
When AI Triage Should Recommend the Next Step and When It Should Stay Silent
AI triage should recommend a next step only when it has enough signal. When silence is the safer and more useful output.
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.
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.
Approval Design for High-Risk Operations Workflows
How to design approval gates for high-risk operations that shrink blast radius, enforce two-person review, and keep the evidence on the case.
Map the workflow your team actually needs
Choose the use case, control model, or workflow that matches the pressure your team already feels.