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

AI Case Studies for Accelerating Innovation

Patient Arrivals Forecaster

Smart Hospitality Concierge

AI College Advisor

Vaccine Hesitant Persona Mapper

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.

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 some of our popular podcast episodes

Will Open-Source Superintelligence Beat the Frontier Labs? Inside Neurometric CEO Rob May's Contrarian Bet

In this episode of Your AI Injection, Deep Dhillon sits down with Rob May, CEO of Neurometric, to challenge one of Silicon Valley's favorite assumptions, that whoever builds super-intelligence first gets to keep it. Drawing on over a decade of AI investing and two prior startups, Rob lays out a public prediction he's willing to stand behind. He believes that once any lab crosses the threshold into true super-intelligence, open source versions will follow within months, not years. The two also get into the "jagged frontier" of AI capability, the strange reality that today's most powerful models can be brilliant at one task and shockingly bad at the next, and what that means for how companies actually deploy AI. There's also a simpler question underneath it all. If AI keeps getting cheaper and easier to use, will we just find more excuses to use it, whether we need it or not? -[LISTEN] [SUBSCRIBE: YouTube, Spotify, Apple Podcasts]

Can You Sue Your Chatbot? The Legal Fight Reshaping AI Liability with Jai Jaisimha of Transparency Coalition.AI

In this episode of Your AI Injection, host Deep Dhillon talks with Jai Jaisimha, founder of Transparency Coalition.AI, about what it would actually take to hold the AI industry accountable. Jai explains why protecting kids is his top priority, especially as companion chatbots quietly become confidants for millions. He shares one tragic case that's become a rallying point for new legislation: a chatbot conversation that started as homework help and spiraled into self-harm. -[LISTEN] [SUBSCRIBE: YouTube, Spotify, Apple Podcasts]

The AI Talent Crisis Is Just Beginning with Dr. Ashwin Mehta of Mehtadology

In this episode of Your AI Injection, host Deep Dhillon sits down with Dr. Ashwin Mehta, founder and CEO of Mehtadology. Ashwin draws a sharp line between real problem-solution fit and mandate-driven adoption, buying a new tool just because leadership feels pressure to do something with AI. Big companies often default to platforms like Microsoft Copilot not because they're safer, but because they're easier to greenlight. -[LISTEN] [SUBSCRIBE: YouTube, Spotify, Apple Podcasts]

90% of AI's Power for 10% of the Cost. Is the AI Arms Race a Giant Waste of Money? With Bruce Yang of AgnesAI

In this episode of Your AI Injection, host Deep Dhillon sits down with Bruce Yang, founder and CEO of AgnesAI, to challenge one of the biggest assumptions in tech right now: that winning the AI race requires near-unlimited resources. Bruce argues that the real opportunity isn't in the markets everyone is fighting over, but in the billions of people being priced out of AI entirely. AgnesAI has earned a spot among the world's top 10 AI labs by delivering top-tier performance at a fraction of the cost of today's leading models. -[LISTEN] [SUBSCRIBE: YouTube, Spotify, Apple Podcasts]

Is Wealth Management Ready for AI? Inside the Automation of Financial Advice with Ryan George of Docupace

In this episode of Your AI Injection, Deep Dhillon speaks with Ryan George, Chief of Staff at Docupace, about the structural shifts underway in financial advisory firms. As experienced advisors retire and fewer young professionals enter the field, demand for financial advice continues to rise, creating a widening gap across the industry. -[LISTEN] [SUBSCRIBE: YouTube, Spotify, Apple Podcasts]

Could AI Break the Factory Model of School? Rethinking K–12 Learning with Dr. Taylor Wrye

In this episode of Your AI Injection, host Deep Dhillon speaks with Dr. Taylor Wrye, Director of Technology and Innovation at Nauset Public Schools, about how artificial intelligence is entering K–12 classrooms and what it means for the structure of schooling. Wrye explains that teachers and students are often learning how to use these tools at the same time, working through questions about their role in everyday instruction. Drawing on his work supporting educators across the district, he discusses how schools are approaching AI in ways that maintain teacher guidance while opening space for more flexible learning. - [SUBSCRIBE: YouTube, Spotify, Apple Podcasts]

The Hidden Cost of Last-Mile Delivery Driver Burnout and the AI Fix with Richard Savoie of Adiona

In this episode of Your AI Injection, host Deep Dhillon sits down with Richard Savoie, founder and CEO of Adiona, to unpack the hidden human and economic costs behind fast shipping. Richard shares what he saw firsthand on ride-alongs with drivers, including brutally long days, routes so complex no one else can cover them, and an industry still reliant on tribal knowledge that disappears as experienced workers retire. They explore how traditional route optimization often fails in the real world, producing mathematically “perfect” plans that drivers reject. Richard explains how Adiona’s AI blends advanced optimization with real-world experience to create routes drivers actually follow, improving performance while reducing burnout and delivering solutions that work on the ground. [LISTEN] - [SUBSCRIBE: YouTube, Spotify, Apple Podcasts]

Can AI Help the Energy Industry Plug Costly Methane Leaks? with Ryan Sullivan of Bridger Photonics

Deep Dhillon sits down with Ryan Sullivan of Bridger Photonics to unpack how AI, physics, and aerial sensing are being used to hunt down methane leaks that can cost operators dearly and accelerate climate impact. Ryan explains how methane detection has matured over the past decade, and why Bridger’s approach can identify the specific valve, tank, or piece of equipment responsible. [LISTEN] - [SUBSCRIBE: YouTube, Spotify, Apple Podcasts]

Does Your Chatbot Know You’re Suicidal? AI Empathy, Psychosis Detection, and Clinical Trials with Grin Lord of mpathic

In this episode of Your AI Injection, host Deep Dhillon sits down with Dr. Grin Lord, clinical psychologist and Founder/CEO of mpathic, to explore what happens when empathic AI meets real human vulnerability. Grin explains how a single 15-minute session of empathic listening in an ER setting led to massive drops in repeat drunk-driving incidents and billions in healthcare savings, and why that same science now underpins AI models that analyze clinician–patient conversations. [LISTEN] - [SUBSCRIBE: YouTube, Spotify, Apple Podcasts]

60+ Cameras, Zero Eyes Watching? How AI Solves School Security's Fatal Flaw with Egor Olteanu of VOLT AI

In this episode of Your AI Injection, Deep Dhillon explores the hidden vulnerability in school security with Egor Olteanu, co-founder and COO of Volt AI. Despite having dozens of cameras installed, most schools have zero people actively monitoring them, meaning emergencies go unnoticed until it's too late. Egor shares powerful stories of lives saved by AI surveillance, from a student having a seizure in an empty hallway to a janitor bleeding from a head injury after hours. Together, they examine how Volt AI's system tracks threats across multiple cameras in real-time, stitching together location data and video to guide responders to moving incidents. [LISTEN] - [SUBSCRIBE: YouTube, Spotify, Apple Podcasts]

Can AI Spot Diseases Your Doctor Might Miss? The Machine That Never Gets Tired with RJ Kedziora of Estenda Solutions

In this episode of Your AI Injection, host Deep Dhillon sits down with RJ Kedziora, co-founder of Estenda Solutions, to explore how AI is transforming medical diagnosis and why human doctors might soon be irresponsible not to use it. The two explore whether we're headed toward a future where refusing AI assistance becomes a medical injustice, and what happens when machines prove just as reliable as even the most experienced specialists. [LISTEN] - [SUBSCRIBE: YouTube, Spotify, Apple Podcasts]

Can Humanoid Robots Save Us from Loneliness? The Promise and Peril of Empathetic AI with Niv Sundaram of Machani Robotics

In this episode of Your AI Injection, Deep Dhillon chats with Niv Sundaram of Machani Robotics to explore RIA, the humanoid companion designed to cultivate personalized, empathetic, meaningful conversations with patients. With 32 facial actuators, multimodal sensors, and therapy-trained LLMs, RIA is capable of reading subtle facial expressions and responds accordingly, helping alleviate the burnout experienced by overworked caregivers. [LISTEN] - [SUBSCRIBE: YouTub e, Spotify, Apple Podcasts]

Will AI Eliminate 90% of QA Jobs? The Future of Testing Automation with Kevin Surace of Appvance.ai

In this episode of Your AI Injection, host Deep Dhillon sits down with Kevin Surace, CEO of Appvance.ai and 30-year AI veteran. Kevin explains how his platform autonomously generates millions of regression tests. Explore whether we're heading toward mass unemployment or a new economic paradigm, touching on everything from insurance claims adjusters to the future of human purpose in an AI-dominated world. [LISTEN] - [SUBSCRIBE: YouTube, Spotify, Apple Podcasts]

How Senior Living Sales Get Personal Using AI with Samay Kohli of Budy

In this episode, Deep Dhillon chats with co-founder of Budy, Samay Kohli, about revolutionizing one of America's most relationship-driven industries: senior living sales. Samay explains how Budy helps communities navigate the complex, often heartbreaking process of moving seniors into care facilities, and how AI can enable salespeople to show genuine care at scale. Learn more about the ethical implications of AI-enhanced empathy and whether there's a difference between authentic care and algorithmically-optimized compassion. [LISTEN] - [SUBSCRIBE: YouTube, Spotify, Apple Podcasts]

What do our customers say?

testimonials

Dominique Grinnell

“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]

Eric Kolve

“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]

Dennis Tenen

“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]

Sherri Engvall

“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]

Matt Leibel

“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]

Henry Albrecht

“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]

Werner Koepf

“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]

Ian Kalin

“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]

Jay Bartot

“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]

Derek Streat

“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]

Vikram Chalana

“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.”