ConstraintThe product problem
An open-source marketing automation platform for contact segmentation, multichannel campaigns, lead scoring, and lifecycle orchestration. The engineering challenge is to turn that scope into a legible system with explicit inputs, dependable workflow boundaries, and an outcome that can be inspected and maintained.
SystemThe architecture decision
The reviewed implementation routes trigger / event payload through rules, scheduling & automation, crosses connected platform apis where required, and produces automated action / status.
OutcomeThe operating result
Mautic is included as documented engineering work. Its source structure, technology stack, and functional flow are presented here even though no verified public deployment is currently available.