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Applied AI

AI excites.
Making it real takes experience.

Applied AI means taking a real problem in your business, the decisions, the workflows, the outcomes that matter, and putting AI to work on it. The hype makes embedding AI look easy. The work is proving it performs, meets your ROI goals, holds up in production, stays safe, and earns the business's trust. That is what we bring, with deep architecture, AI/ML, healthcare and insurance domain knowledge behind every decision.

Start Wherever the Need Is Greatest

Whether you're planning where AI fits, delivering it into production, or supporting what already runs, here's where we plug in.

Plan

AI Solution Assessment

You have an AI solution in development or already in production, and something is off. We analyze the architecture, model performance, and workflow friction, then hand you clear, prioritized recommendations to fix what is holding it back before it costs you performance or trust.

AI Opportunity Roadmap

You know AI could help but not where to spend first. We separate the use cases worth pursuing from the ones that only sound good, then hand you a prioritized plan and a clear first bet your stakeholders will back.

AI Vendor Evaluation

You have a vendor in mind and want to be sure before you commit. We put that choice to the test, and when the situation calls for it, open it back up to stronger options you had not considered, so the decision holds up long after the contract is signed.

Deliver

AI Proof of Value

Before you fund a full build, you want proof the idea actually works, and proof it won't die as another demo that never reaches production. We build the concept against real, meaningful data to validate the business value and the technical feasibility, with a clear path to operationalize it, so you commit the big money with evidence, not optimism.

Related Work

Next- Gen, AI Powered Emergency Triage

AI Build & Production Delivery

Your prototype worked in a sandbox. Production is a different test: real users, real data, real consequences. We build and integrate the solution to hold up under all three, with output that is explainable, grounded in the source record, and checked for bias, and the security and HIPAA-grade compliance that healthcare and insurance demand.

Related Work

Health Prices Chatbot

Support

AI Tuning & Optimization

Your AI solution is live, and live is not static. Data drifts, usage grows, costs creep, and yesterday's model no longer delivers the same outcomes. We stay on it, retraining and refining what is running so performance and ROI hold up over time, not just on launch day.

AI Leadership Advisory

Your teams are moving on AI, but the strategic calls still need an experienced hand. We work alongside your executives and AI leaders, through regular check-ins and project oversight, to keep the direction sound and your organization's AI maturing in the right direction.

Embedded AI Team

You have the AI mandate but not the bench to deliver it: the architecture, technical leadership, and development have to come from somewhere. We embed that capability directly into your team, one experienced architect or a small group, to drive the hard technical calls from prototype through production.

Fluent in Your AI Technologies

Some of the platforms and frameworks we build, integrate, and deliver on.

Who Leads the Work

Mitch Quinn

Director of AI/ML

Linkedin-in

Mitch Quinn is Director of AI/ML at X by 2. For over 20 years he has taken deep learning from research into production against hard problems in healthcare and cybersecurity, including applied AI research for a major health insurer and real-time deep learning systems to detect and block cyberattacks. His work has earned several patents in anomaly detection and classification, the same techniques now shaping how X by 2's clients put AI safely to work.

Ready to prove what 
AI can do?

Most teams start with an AI Proof of Value, a fast build against your real data that shows the impact before you scale. Not sure the idea is ready yet? An AI Solution Assessment or AI Opportunity Roadmap is the place to begin.

Talk to an Expert