The design decision
Keep Inbox, Posting Center and Ads Center distinct, with shared knowledge and governance. AI assistance belongs inside approved workflows, not above them.
Qanivo
The system around AI.
In development
An AI-assisted social communication and growth platform, organized around Inbox, Posting Center and Ads Center.
What I’m building
Communication, publishing and campaign operations need different workflows. Bringing them together must not erase their boundaries or make AI the final authority over every interaction.
My role
Product & systems architecture
I’m building the product and system architecture across communication workflows, integrations, identity, analytics and operational tooling.
What needs care
Multi-tenancy, messaging, authorization, integration behavior and auditability are architectural concerns from the outset. I’m working on deployment and release hardening alongside the product boundaries.
Architecture walkthrough
Governed communication
An illustrative system flow, not live product activity.
- 01
Surface
An interaction begins in Inbox, Posting Center or Ads Center.
- 02
Context
Knowledge, content and campaign context inform the workflow.
- 03
Governance
Assistance is constrained by policy, permissions and human control.
- 04
Action
Approved workflows cross integration boundaries to take action.
- 05
Evidence
Analytics and auditability describe what happened.