Can you automate our CRM without replacing it?
Often, provided its APIs and account permissions expose the required records and events. We check the exact product, subscription and access first. If an existing feature already covers the workflow, configuring that feature may be the appropriate scope.
How do you avoid duplicate leads and repeated actions?
We agree how a contact is identified, which system owns each field and how repeated events are recognised. Tests include duplicate submissions and retried jobs. Ambiguous matches should be reviewed instead of silently merging two customers.
Can follow-ups stop after a reply or an opt-out?
That should be an explicit workflow rule. The design needs reliable reply and preference signals from the connected providers, plus a way for the team to pause an individual record. Message sending is scoped around the business's permitted contact process.
Do all CRM automations need AI?
No. Assignments, reminders and status changes usually work best with explicit rules. AI can assist with summarising a conversation or classifying an unstructured enquiry, while the application validates any resulting record change.