xyonix

AI for Good, Innovation Made Simple

Full Stack AI Innovation Acceleration

Xyonix specializes in helping businesses infuse AI into their products and services.

With 20+ years of experience, our team of AI experts works closely with you to create impactful, lasting results. Whether you're looking to enhance customer interactions, streamline video content production, or improve healthcare diagnostics, we provide custom AI solutions tailored to your unique needs.

free evaluations | investigations | prototypes | deployments | consulting

Custom AI Development

We develop custom end-to-end AI solutions that seamlessly integrate with your existing systems, ensuring minimal disruption and maximum efficiency.

Collaborative Partnership

Benefit from our highly effective collaboration and communication. We work closely with your team, ensuring that we understand your specific needs and objectives.

Dedicated Support

As a boutique consultancy, you're our priority. We provide ongoing support, continuously optimizing our solutions to adapt to your evolving needs with exceptional responsiveness.

Deep Expertise

Leverage our extensive experience in AI and machine learning, including natural language processing consulting, healthcare AI consulting, and custom AI development.

Featured

“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]

Xyonix Offers Services for Every Phase of the AI Lifecycle:

Path Finder

Quickly and cost effectively find your path forward including a detailed plan on your immediate next steps.

Annotation Gathering

Principal Data Scientist supervised, and always active learning driven, our human annotation services minimize the amount of labelled examples needed, and maximize the efficacy impact to your models.

Solution Assessment

A high value, complete and robust assessment of your problem, how AI can help, and exactly what needs to be done over the next 18-36 months.

AI Model Development

Rapid, iterative, model development with transparent efficacy assessment throughout and a focus on de-risking your business problem well before model refinement.

Dataset Analysis

Thorough and actionable analysis of your data so you can better understand what can be done using AI on your data.

Chief Data Scientist

Our rock solid advisory service can help guide you on all aspects of AI including project identification, prototype construction, and execution.

Meet Deep

As co-founder of Xyonix, Deep Dhillon has an extensive background in AI/ML and leads the company's technology development efforts. Previously, Deep has held several CTO and Chief Scientist positions at venture-funded companies, bringing over 20 years of experience in machine learning to his role at Xyonix.

How We Think About Machine Learning and AI

Interested in a high level introduction to leveraging organizational data for insights? Check out this video where we walk you through the transformation from raw data to insights made possible by machine learning, artificial intelligence and data science.

Why Xyonix?

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    deep ai expertise
  
With over 20 years of combined experience, our team of AI experts has the knowledge and skills to deliver top-notch solutions.

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    Client-Centered Approach
  
We build deep, meaningful relationships by keeping you informed and involved every step of the way, ensuring your unique needs are met with tailored solutions.

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    custom end-to-end solutions
  
We design bespoke, scalable AI solutions that grow with your business, ensuring long-term success and adaptability.

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✓ track record of success

Our history of reliable results and satisfied clients speaks to the quality and impact of our work. See what our clients say.

We've had the good fortune to work with many innovative companies that share our passion for leveraging AI and machine learning to enable exciting and powerful product capabilities:

Some Recent Projects to Get a Taste of our Capabilities

projects

Smart Hospitality Concierge

Xyonix recently developed a cutting-edge virtual concierge system for deployment across thousands of hotels worldwide. This AI-driven system features a sophisticated knowledgebase for hotel-specific inquiries and an LLM-based dialog system for dynamic guest interaction. The system also includes advanced features to avoid bot hallucinations and maintain creative control over responses, offering broad guidance in general queries while relying on a curated knowledgebase for specific information. Additionally, it intelligently classifies guest questions, seamlessly directing complex issues to human staff. [Read more]

AI Driven Video Summarizer

For an extremely rapidly growing startup, we built an AI system that transforms lengthy, often instructional videos into concise, optimized segments. The system cleanses transcripts, then leverages LLM models we fine tuned using training data meticulously annotated by a combination of other LLMs and our human team at Xyonix. It's adept at extracting key topics, generating summaries, easing navigation, and producing short, impactful videos in various formats. Already in public use and benefiting millions daily, this system is a game-changer for educational and instructional content, making complex information more accessible and engaging.

Virtual College Advisor

We worked closely with a company that helps colleges and universities better advise their student populations in a variety of areas including career choices, adjusting to college life, finding motivation and more. We built a virtual concierge like application that transcends traditional question/answering engaging in highly sophisticated and helpful conversation. We worked closely with the company CEO and product teams to think through a variety of advanced applications, build demonstrable prototypes, and facilitate easy deployment into production. [Read more]

Video Content Creator

In collaboration with a rapidly growing startup, we've crafted an AI-driven solution for helping users rapidly create high-quality video content by automatically analyzing user generated movie scripts and identifying optimal video assets for inclusion in short videos. Our role extended beyond data science; we engineered and now host a fully scaled system. This platform excels in generating scene text and keywords, leveraging semantic search within a bespoke imagery index, and creating video metadata from video frames. Designed to facilitate the production of engaging videos and scripts for social media and advertising, this service is robust, fully managed, and caters to millions of users daily.

Vaccine Hesitant Persona Mapper

We were asked by Columbia University to help build a map of vaccine hesitancy to assist public health officials in increasing vaccination rates. We built a corpus of millions of social media messages from platforms like Twitter, Reddit and Youtube comments. We are now analyzing this data by manually annotating thousands of training examples using a multi-parent taxonomy and iteratively (active learning driven) training a multi-label machine learning and NLP powered parser. If we are successful, we hope to save lives by convincing the vaccine hesitant to protect themselves and their communities. [Read more]

Virtual Educational Coach

We helped a company developing a virtual AI tool for improving student progression understand how to facilitate interactions between students, parents, and teachers to optimize teaching outcomes. We proposed a system with the ability to analyze factors affecting student outcomes and use that information to instruct teachers and parents on how to best observe and assist their students.ns, and teacher actions. It could then use this knowledge to instruct teachers and parents on how to observe student progress and provide them with specific feedback on observational ability, engagement, and teaching plan quality.

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 Med Spa Assistant

Xyonix teamed up with an early-stage startup to launch an AI iPhone app based assistant to help Med Spa nurse practitioners. The AI technology adeptly categorized facial features, aiding in the assessment of treatments and spotting issues like temporal visual changes, ineffective product batches or injector performance. Integrated with iOS for precise patient driven photo alignment, the system enabled consistent treatment tracking. We played a pivotal role in technology development and strategic product planning; our involvement was key in fusing medical accuracy with technological innovation in product development. [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.

Customer Behavior Analyzer

We worked very closely with executives of a major dental insurance company to help better understand their customers. We used historic data to predict future customer behavior and purchase selections. Our models predict which customers are likely to lapse, and which are likely to remain loyal. Our models are also explainable, so it is easier to understand which attributes of a customer are indicative of loyalty or lapse tendencies. In addition to understanding high level customer characterizations, our explainable models describe why a specific customer is predicted to be a lapser or loyalist.

Medical Treatment Author

We worked closely with a company to empower consumers with readily accessible quality health information by building systems that read large volumes of unstructured medical texts using deep NLP relation parsing techniques, and automatically authored millions of web pages. Our work resulted in site traffic growth of 10,000% averaging 6% week over week growth. The site attracted primarily physicians, physician specialists, and other researchers due in large part to the quality of the automatically generated text.

Early Developmental Risk Screener

We helped our client build out automated tools for early motor development risk and autism spectrum screening. Automatically and accurately extracting an infant’s pose and understanding these movements over time can be essential in preventing a lifetime of problems.

Fan Response Parser

We built a system that helped our client help popular artists like Metallica and Beyonce communicate with their massive fan base by automatically interpreting millions of fan text messages sent to artist’s personal phones. Our parser was capable of accurately recognizing over 70 detailed conversation statements.

Sales Lead Conversation Bot

We worked closely with executives and data scientists of a major automated sales lead generation system to define an AI path forward that enabled their system to not only understand conversations, but to also generate responses for human consumption. We were able to efficiently extend one conversational domain from the recognition of just a handful of response categories, to over 50, all with very high accuracy.

Depression Text Analyzer

We built a system that helps artists like Metallica and Beyonce interpret the results of millions of fan text messages. During our analysis, we found that many fans were expressing depression related thoughts. We honed our AI models to more accurately differentiate between those discussing sad things and those more at risk of self harm. The results help get these fans professional help.

Patient Census Forecaster

We helped a widely used patient population software management company predict the number of patients that will be arriving at a given unit of a hospital. Our deep learning based solution accurately forecasts the patient census at various hourly intervals up to 5 days into the future.

AI Endoscope

We trained an AI system to automatically detect cancerous lesions from a customer’s novel disposable endoscope. Our system can help physicians detect lesions including papillary carcinomas in procedures like a cytoscopy.

AI Stethoscope

We enabled a smartphone based digital stethoscope with AI to assist general physicians and cardiologists in diagnosing anomalous heart conditions including heartbeat murmurs. Our client’s now AI powered stethoscope is used daily by many physicians to detect potential problems in patients. Demo video HERE.

Penalty Kick Activity Analyzer

Can we better an individual goalie’s chances of stopping a penalty kick with advanced AI? Many of us at Xyonix are huge soccer fans. With the recent excitement of the 2019 FIFA Women’s World Cup, and the success of the U.S. Women’s National Team, we got inspired to try and apply advanced AI techniques to soccer. The results helped us work out the kinks in our activity analysis platform.

Running Gait Analyzer

Can amateur runners improve their performance using artificial intelligence and nothing more than a smart phone? As an AI practitioner and a dedicated runner, one of our resident data scientists decided to find out. The results led us to building out the activity analysis platform.

“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.

Ready to Elevate Your Business with AI?

See some cool work of ours in action?

Check out our activity analysis platform where activities involving human or animal motion are analyzed from a short smartphone video clip. More HERE.

“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.

Check out a model of ours in action detecting papillary carcinoma lesions from a cytoscopy (procedure that allows your doctor to examine the lining of your bladder and urethra, or tube that exits urine from your body). More HERE.

Testimonials from our customers

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]

“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]

Want to learn on the go? On Your AI Injection, you’ll learn from industry experts about how to leverage AI to extract valuable business insights.

Featured

AI and the Ethics of Influence: Exploring Synthetic Respondents & Decision-Making with Avi Yashchin of Subconscious AI

Could AI be the ultimate tool for mass manipulation? In this episode, host Deep Dhillon interviews Avi Yashchin, CEO of Subconscious.ai, about how AI reshapes our understanding of human decision-making through synthetic respondents—AI models that simulate human choices with surprising accuracy. Together, they explore whether these tools will democratize causal insights or enable new avenues for manipulation, questioning if technologists have a duty to regulate AI innovation when ethics lag behind advancements. [LISTEN]

Speak Directly to Your Data, No Coding Required with Sarah Nagy

What if anyone in your company, regardless of technical skills, could talk to their data? In this episode, host Deep Dhillon and Sarah Nagy, CEO of Seek.ai, explore how AI and natural language processing are transforming data access. Nagy explains how non-technical users can now ask complex questions and get instant insights, sparking a conversation about AI's role in shaping the future of business decision-making. [LISTEN]

Can AI Save Pollinators from Extinction? It Begins in Your Backyard with Chris Cosma

From bees to moths, pollinators are vital to food production and ecosystem health, yet they’re disappearing at an alarming rate. In this episode, host Deep Dhillon talks with Dr. Chris Cosma, an ecologist at the Conservation Biology Institute, about the urgent crisis of insect decline. But there’s hope—learn how AI, conservation efforts, and even your backyard can make a difference. But will we act fast enough to save the species we rely on for survival? [LISTEN]

Want to dig deeper? Check out a recent article of ours.

blog

Why a Virtual Concierge is the Key to Superior Customer Service

Explore how AI-powered virtual concierges are transforming customer service in industries like hospitality and education. With 80% of customers likely to switch brands after two bad experiences, businesses are turning to AI to meet rising expectations. This article delves into real-world examples of AI concierges offering personalized recommendations, streamlining tasks like bookings and check-ins, and supporting students with career guidance—all while allowing human teams to focus on more complex customer needs.

Farming is Dying – Can AI and AgTech Save It?

The global food supply is on the brink of crisis. Facing challenges like an aging workforce, labor shortages, declining crop yields, and climate change amongst others, farming is in dire need of a lifeline. AI and AgTech are emerging as the saviors of agriculture, transforming everything from crop breeding to farm-to-table traceability. These revolutionary technologies promise to enhance sustainability, improve yields, and reduce environmental impact. With the urgency for innovation greater than ever, AI is the essential lifeline the agricultural industry needs to secure a resilient and efficient future.

5 Compelling Reasons to Outsource Your AI

The global AI market is expected to reach $126 billion by 2025 — however building an in-house AI team can be costly, with an average salary for AI specialists at $150,000 annually. Outsourcing your AI development offers significant advantages, including cost savings, access to expertise, faster implementation, scalability, and the ability to focus on core competencies. Companies can save up to 60% in operational costs and leverage the latest AI technologies without the burden of maintaining a large in-house team, making outsourcing a strategic solution for many businesses.

custom models and Consulting

Need a generative AI, data science, machine learning or AI consultant? If one of our honed solutions like Sentiment Analysis, Churn Prediction, Video Segmentation, Conversational Understanding or Data Cleansing aren't appropriate for you, we offer custom solutions. Do you have an existing project that could use a fresh approach... or simply fresh eyes? Do you want to start simple and first identify great AI opportunities in your business? Reach out to meet us and discuss.