Start with the handoff or the decision
Choose the thing your team needs to do with the connection. It might be comparing sales with collections, moving an approved order into the next system, or preparing a report without repeated exports. That job determines which records need to move and how quickly they need to arrive.
An integration for reporting has different requirements from one that changes customer or financial records. Read access can be enough for a dashboard. A workflow that writes back needs clear approval, duplicate prevention, and a recovery plan.
Check the access before promising the connection
Inspect the actual tools and account permissions. An API, a scheduled export, or a reviewed file import can each support useful work. Availability, plan restrictions, history, rate limits, and refresh behavior need to be checked for the specific account.
- Which system owns each record and identifier?
- Can the required fields and history actually be retrieved?
- How are edits, cancellations, and deleted records represented?
- How fresh does the output need to be?
- Who can authorize access and handle a failed refresh?
Agree what the numbers mean
A working connection can still produce a misleading report. Sales, invoiced revenue, collections, and open estimate value describe different business events. Record the definition, date basis, and exclusions for each important metric.
Compare representative outputs with an appropriate source report. Investigate differences in status, timing, taxes, adjustments, or record relationships. Keep that check in the maintenance process so a later source change is easier to detect.
What the HVAC work demonstrates
For an HVAC client, Rowvyn connected ServiceTitan data through a warehouse and reporting layer. The work included metric definitions and representative revenue reconciliation, alongside operating dashboards.
Those views surfaced $1.3M–$2.1M in unsold estimate value and made a 46% close rate visible. The outcome was visibility into existing records. It does not establish that the pipeline became collected revenue, or certify every source report for every company.
Make the connection maintainable
The handoff should explain the schedule, expected delays, access owner, failure alerts, and how to rerun or correct a problem. If the connection writes records, the scope should explain review and duplicate handling as well.
Start with a connection that answers one useful question or closes one expensive handoff. Check the result with the people who use it before widening the scope to additional systems.