Payment Operations — nightly sync, dunning health, ad-spend ROI linking
Payment truth on tap: every charge synced, every failure surfaced, every dollar linkable to its acquisition source.
What was getting in the way.
Payment reality lived only inside the payments dashboard: failed charges were discovered when a client mentioned them, revenue questions meant manual exports, and there was no connection between "this ad click" and "this client's payments" for ROI analysis. Collections outreach was ad hoc.
Context
The marketing team’s own billing across its client portfolio.
How the work runs.
- 01
Trigger
nightly scheduled sync (2 AM ET) plus on-demand queries.
- 02
Full payment history syncs to
Full payment history syncs to a local database and matches payments to CRM contacts by email.
- 03
Failed payments feed a dunning/health
Failed payments feed a dunning/health watchlist — repeat failures and at-risk accounts surface to the team.
- 04
Acquisition click-IDs captured at lead
Acquisition click-IDs captured at lead time link through the CRM to eventual payments, giving true ad-spend→revenue (ROAS) reads per client.
- 05
Zero-token local query tools answer
Zero-token local query tools answer revenue/customer/failure questions instantly without touching the API.
- 06
Coworker layer
when collections outreach is warranted, the agent drafts the email — a human reviews and sends.
- 07
Outcome
payment data is a queryable, CRM-linked asset instead of a dashboard silo.
Evidence from the workflow.
Each system has a role.
Intake / record of truth
Payments platform
Record of truth (contact matching)
CRM
Record of truth (query layer)
Local payments database
Signal (ROI linking)
Ad platform (click IDs)
Action (health alerts, draft delivery)
Team chat
Why this is Operator.
Owns a workflow end to end, running the process inside the authority you set.
Split by layer: the Operator layer is read-and-report only — syncing, matching, monitoring, alerting internally. Anything client-facing (collections/dunning outreach) drops to Coworker: the agent drafts, a human sends. The agent never initiates charges, refunds, or any money movement.
Effects / Outcomes
442 payments synced across full history; 297 successful / 145 failed — the failure pool is now visible and worked instead of discovered by accident.
99.8% of payments carry a customer email and are matched to CRM contacts — the join that makes churn, LTV, and ROAS analysis possible.
Revenue questions that required dashboard exports are answered locally in seconds.
Find where a workflow like this fits.
Start with the systems, work, constraints, and authority already present in your operation.