AI Innovation Accelerator: Build, Test, and Launch Custom AI Solutions Fast

Delivered by principal-level AI experts. Embedded into your team.

Our AI Innovation Accelerator gives you access to elite data scientists who plug into your team and rapidly build production-ready machine learning features, all without hiring in-house or slowing down your roadmap. Whether you're starting from scratch or optimizing existing models, we help you go from idea to deployed solution in a fraction of the time.

Speak to an AI expert

“Xyonix is not some local ML leader — they’re global gurus with the technical and strategic skills to transform your business. Xyonix helped me think differently.”

— Henry Albrecht, CEO -- Limeade, Inc.

Your Fractional AI Solutions Provider When You Need Senior Talent

You’re expected to modernize, optimize, and build smarter, without the time or budget to hire a full AI team. That’s where we come in.

Xyonix acts as your fractional AI team: experienced, embedded, and laser-focused on results. We scope the right problems, build production-ready solutions, and integrate with your existing workflows. No onboarding, no overhead.

You get:

Principal-level AI experts who lead from day one.

Tight integration with your product, data, or ops teams.

Real, deployable AI: LLMs, time series, computer vision, and more.

Xyonix is the AI team you wish you had, without the full-time cost.

Not sure how Xyonix can help your business?
Talk it over with our AI bot Xybo.

Hands-On AI Expertise, Embedded in Your Team

With Xyonix, you're not just adopting AI; you're gaining partners who have built and scaled multiple venture backed AI companies of our own. We bring this real-world, hands-on experience to you, optimizing our services to help you realize your dreams of a highly innovative, scalable project with AI at its core.

Custom AI Solutions We Build With You

PATHFINDER
Fast discovery to quickly understand your business and data, and shape an actionable, robust AI strategy together.

ADVISORY SERVICE
Strategic guidance available on-demand. Quickly tap into deep AI expertise to pressure-test ideas, shape investor narratives, and stay up-to-date on best practices.

DATASET ANALYSIS
We work with you to formulate a dataset ripe for machine learning; helping you demonstrate visible opportunities to customers, partners, and investors.

MODEL DEVELOPMENT
We analyze your datasets to find signal, then rapidly design and iterate on models that deliver measurable value.

MODEL MANAGEMENT
We host and manage your live models in a secure AI cloud environment using our Mayetrix platform; handling deployment, uptime, and iteration.

TEAM BUILDING
We’ll help you hire a world class data science team, filtering for real skill and ensuring only the best of the best get through.

How Does It Work?

For a fixed monthly fee, you get everything you need so there are no surprise costs. We partner closely with your team, meeting twice a month for in‑depth progress reviews, and stay in constant touch via a dedicated Slack channel.

Plus, we make the transition effortless: you retain full IP ownership, and when your internal team is ready, we’ll support a clean handoff. Our platform is Apache 2.0 licensed for maximum flexibility and transparency. By tapping into our turnkey process and world‑class talent, you’ll achieve top‑tier results at a fraction of the cost of building an in‑house team.

Interested in exploring how we can help accelerate your AI innovation? Contact us and let’s dig in.

check out our case studies

Patient Arrivals Forecaster

Xyonix partnered with a leading healthcare solutions provider to develop an AI-powered patient census forecasting system. This solution leverages time series models to predict patient arrivals up to five days in advance, enabling hospitals to optimize staffing and resource planning. With explainability features like SHAP analysis and intuitive error metrics, the system builds trust and provides teams with data-driven insights. The project included robust data preparation, fusing multiple data sources while adhering to strict HIPAA compliance, and hands-on guidance in product design and organizational integration. [Read more]

Virtual Patient Intake Specialist for Online Health Services, A Case Study

Virtual Intake Specialist

We helped a company build a powerful virtual intake specialist that automatically communicates with patients to route them to the best care for their condition. Our AI system listens to patients and asks them just the right follow up questions, much like a traditional intake nurse might, to help schedule the best care option. [Read more]

AI Backed Surgery

For a fortune 500 company, our Xyonix built models are in production today constantly analyzing thousands of recent in body surgery videos and reviews across many hundreds or thousands of surgery rooms around the world. Our models watch never ending streams of surgery videos, and read countless reviews. Our models power dashboards that help surgeons improve. [Read more]

Manufacturing Engagement Optimizer

We worked closely with a large industrial parts marketplace provider to help them better understand their current customers and partners. We developed AI models trained on their customer and partner site usage, profile and external attribute data to analyze engagement. We were able to successfully forecast which customers and partners were destined for high and low engagement. Perhaps more importantly, our models were able to explain why customers were likely to be high or low engagers. These deep, data driven insights, when used to power a living intelligence dashboard, are able to direct sales and marketing activities so they are more efficient and impactful.

What do our customers say?

testimonials

“I don’t think a five out of five really encapsulates the work that they do. The work is top-notch. It’s what we ask for and more. They go the extra mile in terms of letting us know that whatever we need, they’re there for us to lend their expertise, to be in a meeting if they need to, to explain the project in more detail. So it’s really going above and beyond.”

Dominique Grinnell, Sr. Product Team Manager at Delta Dental of Washington [more]

“Xyonix’s ability to take a problem that has very little structure around it, build an ontology, and provide an end-to-end solution was pretty impressive. You have to bring quite a few different skill sets to the table, and to have one group of people be able to do that in a really clean and consistent way was very nice and well-executed.”

Eric Kolve, Director of Data Science at Dexcare [more]

“Deep is an expert in NLP and machine learning. His team gave us regular progress updates, milestones, and deliverables, and showed a high level of professionalism. I’m very happy with our partnership.”

Dr. Dennis Tenen, Professor at Columbia University [more]

“Xyonix’s most impressive characteristic is their passion for helping us solve our problems. They truly believe in what we’re trying to achieve — they’re excited about it. Their members see the value of our work and understand our vision.”

Sherri Engvall, IT Manager @ Delta Dental of Washington [more]

“We talked to 15-20 different companies. We chose to go with Xyonix because they understood our problem better than other firms. Deep is an expert in his occupation. He knows what he's doing and clearly understands this world. ”

Matt Leibel, CTO @ Xometry [more]

“Xyonix is not some local ML leader — they’re global gurus with the technical and strategic skills to transform your business. Xyonix helped me think differently.”

Henry Albrecht, CEO @ Limeade, Inc. [more]

“Xyonix helped us take our technology and product to the next level. What the team was able to accomplish in just a few months was extremely impressive.”

—Werner Koepf, CTO @ Conversica, Inc., PhD [more]

“Xyonix proved instrumental in helping us formulate our AI and machine learning strategy. They asked great questions and provided deep analysis which helped us better understand our customers, business and data.”

— Ian Kalin, CTO @ eHealth, Inc. [more]

“Xyonix was always well prepared for our meetings, cognizant of the delivery schedule, communicative with us when there would be slippage. They also were forthright on the probabilistic nature of developing solutions to challenging problems. A lot of the work had some experimental or R&D component to it. Xyonix never tried to handwave or paint rosy pictures - if they thought something was going to be hard, they were vocal about it.”

— Jay Bartot, CTO @ Madrona Labs [more]

“Xyonix has proven to be an instrumental partner to C-SATS providing valuable insights, technologies and capabilities to complement our internal machine learning and AI team. They are equally skilled in strategizing and designing world-class ML and AI solutions, as they are in executing on those plans.”

— Derek Streat, CEO -- C-SATS/Johnson & Johnson [more]

“Xyonix did some high quality machine learning work for a project at WinShuttle. We got millions of records of SAP data from a customer and the Xyonix team created some useful machine learning models for automatically predicting many fields. They were very thoughtful and complete in their approach and were able to rapidly create unique insights from the data.”