01 · Coral Tree
Coral Tree is an AI consulting and engineering firm. We help organizations at every stage of their AI journey move from idea to production — fast.
02 · Philosophy
“Every AI challenge has its shape.
We build to fit it.”
First step into AI, or further down the road. We meet you there.
Architecture, training, deployment, and the operations that follow.
Healthcare, legal, finance, ad-tech, and more. The problems rhyme.
03 · How we engage
Every engagement is different. We let the problem define the scope. Here is where that usually leads.
A focused sprint to surface the highest-leverage opportunities and the build plan that follows.
Independent technical review of AI products, teams, and infrastructure — for investors, boards, and acquirers.
A senior AI architect embedded with your team on a recurring basis, without a full-time hire.
Production-grade retrieval systems built on your own documents, data, and institutional knowledge.
End-to-end automations and agentic systems designed around the work your team actually does.
Pipelines, evaluation, and observability — to take AI from prototype to dependable production.
04 · Foundations
Years of building have left us with a working library of pipelines, retrieval engines, serving infrastructure, and orchestration tooling. We adapt them to your data and your edges. A few of them, below.
05 · Who we work with
The scope, the stack, and the starting point are always different. That is the whole point.
Industries
Compliance
You know AI matters but are not sure where the highest-value entry point is, or what a realistic path to production looks like. We help you figure out what is possible, scope the right first move, and build it.
Your infrastructure does not scale. Your training pipeline costs too much. Your model performs in testing and fails in production. We come in at the exact layer where things have broken down.
You need a scribe, a document search system, and a recommender. You do not want to manage three different vendors for three pieces of the same AI problem. We cover the full scope, under one roof.
You need to know whether what you are evaluating is technically sound, differentiated from open-source alternatives, and built on a foundation that holds up. We tell you exactly what you are looking at.
06 · Start somewhere
Bring us the problem. We will bring everything else.