ARCHITECTURE
AI architecture & workflow
The Hub51 pipeline: data flows in, AI models reason, agents act, workflows execute, and insights return — all under human oversight.
Data Layer
Customer / Campaign Data is ingested and unified from your existing systems and sensors.
Customer / Campaign Data
AI Engine & Agents
Models reason over the data while specialized agents own domains of work.
AI Engine
Marketing Agents
Workflows & Insights
Actions execute under human approval and feed back into operational intelligence.
Workflows
Campaign Actions
Growth Insights