Crystall builds multi-agent systems and ML infrastructure that ship to production inside Fortune 500 enterprises. We don't run pilots. We deploy systems that survive real load.
Multi-agent systems, autonomous workflows, and agentic RAG pipelines with human-in-the-loop orchestration. Production deployment on AWS and Azure — scoped, built, and shipped by the same engineers.
Production ML pipelines, model deployment, MLOps, and the analytics infrastructure that makes data AI-ready. Built for systems that need to run, not demos that need to impress.
Each engagement is a system running today — not a pilot, not a memo.
An agentic workflow that surfaces revenue opportunities across thousands of accounts in real time, integrated into a Fortune 500 CPG's existing sales motion.
Designed and architected a multi-agent healthcare companion integrating with clinic EMR systems, with end-to-end PHI handling and audit.
Replaced a 17-step manual provisioning workflow with an automated pipeline using PowerShell, Microsoft Graph API, and selective AI assist.
An autonomous agent that validates engineering documentation against project milestones, flagging gaps and producing reviewer-ready summaries.
A multi-agent framework that automates Marketing Mix Modeling end-to-end — from data ingestion to model selection to media spend recommendations — for one of the largest retailers in Latin America.
Every engagement targets a system running in production, not a slide deck. We define success by what ships and survives real load.
No junior staffing pyramids. The engineer scoping your project is the engineer building it, end to end.
We specialize in multi-agent and agentic AI. When the right answer is a simpler ML pipeline, we build that too — but agentic design is in our DNA.
Crystall is delivered by a senior team with 10+ years of AI and ML experience, trained at firms like EY and institutions like Columbia University. We don't staff projects with juniors. The people who scope your engagement are the people who ship it.
Book a 30-minute discovery call. No decks, no fluff — we'll talk about what you're trying to build and whether we're the right team to build it.
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