We Listened toHundreds of Enterprises.
Two things became clear.
We spent years at AWS leading digital modernization and AI transformation conversations across travel, hospitality, gaming, banking, and retail. Over 1,000 hours with enterprises building the next generation of customer experience.
The pattern was always the same. Every enterprise wanted AI agents that could act autonomously on business events. But none of them could get there. Two problems kept showing up.
Realization one
Nobody has real-time context.
Customer data is scattered across dozens of systems. By the time an agent has enough context to make a decision, the moment has passed. A guest checked in an hour ago. A passenger already missed the connection. A player already churned. Without a living, real-time picture of every entity, agents are flying blind.
Realization two
The future of production agents is event-driven.
The agents that actually make it to production aren't the ones that wait for a prompt. They're the ones that listen for business events and act autonomously. A booking. A delay. A wager. A churn signal. The trigger is always an event. The response needs to be instant, contextual, and measurable.
So we built HyperTrail.
A platform where AI agents have access to real-time infrastructure they can define and assemble for any use case. Describe what you need in plain language. The platform generates the connectors, builds the context graph, deploys the agents, and produces a live endpoint. From event to action in seconds.
No data plumbing. No framework wrangling. No months-long integration projects. Just real-time context driving real-time results.
The team
Built by enterprise veterans.
HyperTrail was founded by two AWS veterans who spent years on the front lines of enterprise digital transformation. After leading data, AI, and modernization efforts across hundreds of global brands in travel, hospitality, gaming, and financial services, we saw the gap firsthand and built the platform to close it.