Financial operations resource
AI Bot Readiness Guide
Guide Ready
Inside this resource
Practical checks, workflow questions, and implementation notes for teams that want automation without losing control.
KYC
Onboarding checks
Identity, review, approval, admin queue
PAY
Reconciliation
Match, flag, assign, report
REC
Handoff rules
When to stop and route to a human
2
Live proof pages
3
Draft frameworks
5
Case study pages
Where manual risk usually hides
✔ KYC/admin reviews without clear queue ownership.
✔ Payment exceptions handled through scattered messages.
✔ Reconciliation work done in spreadsheets without auditability.
✔ Partner API failures or delays without visible status.
✔ Managers relying on after-the-fact reporting instead of live workflow visibility.
What to map before automation
✔ Who owns each transaction state.
✔ Which checks are rule-based and which need human review.
✔ Where data enters and where it is reconciled.
✔ Which systems need to be connected through APIs.
✔ What needs an audit trail or approval history.
Automation opportunities
✔ Queue and ownership assignment for exceptions.
✔ Status dashboards for onboarding, payments, and reconciliation.
✔ KYC/admin workflow routing.
✔ Partner API monitoring and failure visibility.
✔ Escalation rules and audit logs.
Start with a controlled pilot
✔ Pick one workflow with clear business risk.
✔ Define success using delay reduction, error reduction, queue visibility, or auditability.
✔ Keep sensitive decisions human-controlled until rules and governance are clear.