With over 100M appointments booked by 8M+ users, theCut is expanding its use of Aampe’s agentic infrastructure to ensure every interaction — from finding the right barber to leaving a review — feels personal, relevant, and right on time. This renewed partnership sets a new standard for how service-driven marketplaces use AI to strengthen relationships at scale.

Schaun Wheeler, Aampe’s Chief Data Scientist and Co-Founder, joins Neural Rec to explain why personalization is a wicked learning problem and how agentic infrastructure adapts like humans do

In Year 2 of working together, MyPostcard is deepening its use of Aampe’s agentic infrastructure beyond CRM into the full product experience. By deploying agents that adapt to each user in real time, MyPostcard is turning static messaging into dynamic interactions — strengthening emotional connections at scale.

This post shares insights about event ingestion service's architecture, which handles millions of events daily across various data providers while ensuring data isolation and processing guarantees. In this section, we’ll focus on the Publisher-Subscriber (Pub/Sub) patterns that power our service. We ingest events and translate them into a common format for the Aampe agents to learn from. These events are published and then consumed by downstream processes. We use Google Cloud Pub/Sub for our architecture.