Hello and Welcome
I'm Kyle.
I work in AI literacy and applied AI strategy. My background spans nursing, philosophy, and health data science, so I help leaders understand how to use AI responsibly and effectively. My goal is to make complex ideas clear, actionable, and human-centered.
Virgo AI
I founded Virgo AI, LLC, to help healthcare tech teams navigate AI implementation with honesty and clinical rigor.
Most AI consultants start by asking what model you want to use. I start by asking if AI can add value at all.
Every engagement begins like a clinical assessment—because that's what it is. Before we discuss RAG architectures or fine-tuning strategies, I need to understand:
Where can AI truly add value? Not "we want to use it", but what human workflow is truly ripe for an agentic reimagining? What decisions need to get better and better over time? What problems keep your team up at night? Is AI the ethical choice for your use case?
What's your ground truth? Tell me about your business goals. Show me your messy data. AI is only as good as the data it learns from.
Who needs to trust this? Your clinicians? Your compliance officer? Your patients? Auditors? Trust requirements shape everything—from explainability to audit trails to what "good enough" actually means.
What constraints matter? HIPAA? SOC2? FDA? Budget? Timeline? Team capacity?
We'll work collaboratively through the questions that identify whether or not AI makes sense.
Sometimes the answer is "yes, here's exactly how." Sometimes it's "not yet, fix these three things first." Sometimes it's "AI isn't the problem, your workflow is."
I won't sell you a solution you're not ready for. I won't build a system that can't pass an audit. And I won't automate away the judgment calls that only humans should make.
Explore Virgo AI for details →
Why This Approach
I have a master's in health data science with deep experience in both supervised and unsupervised machine learning. I've spent 12 years as a registered nurse and 15 years building software, including HIPAA/SOC2 compliant systems.
I've taught statistics and machine learning to both graduate and undergraduate students: I don't just use these tools, I explain how they work, when they fail, and why your 95% accuracy model might still be useless in production. I understand confusion matrices, bias-variance tradeoffs, cross-validation, and the statistical foundations beneath the APIs.
I know what 'production-ready' actually means in regulated environments because I've speced it, delivered it, and taught it.
Let's Connect
Start with a free 30-minute consultation to assess whether you're ready for AI and what it would take. You'll leave with a bit more clarity, even if we don't work together.
Kyle P. Klain MS BSN RN
Clinical Data Scientist & Product Architect
Founder & Principal Consultant, Virgo AI LLC
