Using AI to find patient zero in marketing campaigns
Ben Popper and Abby Kearns discuss Alembic's use of composite AI for customer journey mapping, insights from epidemiology, the advantages of open-source models, and the challenges startups face in gaining trust and resources from large companies.
MAIN POINTS
- Alembic employs composite AI to map customer journeys and assess marketing ROI.
- Insights from contract tracing and epidemiology inform Alembic's approach.
- Open-source models offer advantages in flexibility and innovation.
- Startups struggle with building trust and securing resources from big companies.
TAKEAWAYS
- Composite AI can significantly enhance understanding of customer behavior and marketing effectiveness.
- Lessons from epidemiology can be applied to business analytics for better insights.
- Open-source models can provide a competitive edge in technology development.
- Establishing trust with large corporations is crucial for startup growth and resource acquisition.