Embedded AI pods
Senior teams of engineers, ML specialists, and product leads embed directly with your team. They work in your tools, your codebase, your environment. Weekly demos, tight feedback loops.
Learn more →ENTERPRISE
Your procurement process exists for good reason. Your architecture review board has standards. Your security team has requirements. We clear all of them. AE embeds senior AI-native teams that ship production AI systems inside your environment, on your infrastructure, at your pace.
WHY AE
We've shipped production AI inside some of the most demanding enterprise environments in the world. We understand that moving fast doesn't mean cutting corners on compliance, security, or governance.
HOW WE ENGAGE
Every engagement starts with a scoping conversation. We understand your constraints before we propose a solution.
Senior teams of engineers, ML specialists, and product leads embed directly with your team. They work in your tools, your codebase, your environment. Weekly demos, tight feedback loops.
Learn more →Readiness assessments, workflow redesign, and the full transformation engagement. We help your leadership team figure out where AI creates real leverage, then build the foundation to capture it, with a number approved before each phase begins.
Learn more →Evals and red-teaming on the AI you already run. Know what is safe to ship, what needs fixing, and what it will take, before an incident decides for you.
Learn more →RESULTS
8+ production ML models running daily inside the airline's environment. Pricing, network optimization, and marketing AI orchestrated across the operation.
Read the case →Production software for a brain-computer interface helping paralyzed patients regain movement. Medical-device-grade reliability and compliance.
Read the case →Long-term technology partner for the largest US public EV fast-charging network. Mobile app, internal tools, and the EVgo eXtend platform across multiple product verticals.
Read the case →LET'S TALK
We'll bring the team that ships.