Workflow architecture
Trigger maps, system responsibilities, data transformations and exception paths.
CRM configuration
Modules, fields, pipelines, assignment, Blueprint and operational reports.
Integration development
Webhooks, REST APIs, authentication, custom transformations and state handling.
AI controls
Approved context, structured outputs, validation, confidence rules and escalation.
Testing and launch
Representative test cases, failure simulation, monitored rollout and review queues.
Documentation
Connection ownership, environment settings, maintenance notes and handover sessions.