Autonomic AI
IBM Partner
Empowering Businesses with Advanced AI Solutions
Our Expertise
Medical
mQSAR - QSAR (Quantitative Structure-Activity Relationship) is a molecular analysis predictive approach used by medical researchers. It helped in finding the COVID vaccine so quickly and has helped find cancer drugs and many others. mQSAR (multi-dimensional QSAR) has been problematic in AI, one reason being the parameters are very complex. Functor models can handle complex parameters as the model learns by function changes, not the parameters. So it is promising that mQSAR will be feasible and we are working with QSAR manufacturers to help bring make this a reality.
Clinical Graph - for patients on a clinical trial who are hospitalized this assigns a micro function model to each patient and creates daily graphs of statistics available for that patient. The researcher can now obtain a daily graph of vitals and other statistics rather than data points. Although subtle this can make a difference. The inherent "one-shot" learning makes it simple to integrate the model with a feed of instrument data so the model learns dynamically.
AI Architecture
At Autonomic AI, LLC, we have a solid overview of all the various constructs in AI/ML and how they can be applied. Our architectures leave no stone unturned as far as any possibility for inaccuracy or incorrect results are concerned. Having many years in software architecture, we always act in the clien't s best interest, architecting systems that have maximal configurability and are flexible for changes down the road.
Machine Learning
At Autonomic AI, we believe machine learning is entering a new era.
Our patent pending function model architecture positions us at the forefront of accuracy, reliability, and efficiency in enterprise AI. We are willing to work with partners under NDA to share details of our approach, ensuring both protection and collaboration.
We help organizations harness the power of AI with tailored optimization solutions, improving accuracy, productivity, and performance. Our unique expertise enables seamless integration into enterprise environments — always with an eye toward future innovation.
AI Applications for Automation
Going "down the rabbit hole" and seeking more accurate code generation was inspired by considering systems where prompts are issued programatically so accuracy in code generation becomes high-priority. There was quite a bit of effort to get the results close to perfection but the automation that can be gained from these systems can be amazing. What has been the mantra of this company, "applying AIJ/ML for maximal automation in order to accomplish what we could not berfore", can be brought to fruition with this approach.
AI/ML Innovation
Personally I love to invent and innovate so I'm always trying to find new, improvements in any process. Autonomic AI has this philosophy ingrained and many ideas in AI/ML and other applications that it will continue to inspire creativity leaving the world with ideas that can be used in the future.
Seamless Integration with Your Infrastructure
We seamlessly integrate our AI solutions with your existing infrastructure, ensuring a smooth transition and minimal disruption to your operations. Our collaborative approach enables us to understand your ecosystem and deliver tailored AI integrations that align with your business objectives. Our philosophy is to improve what other vendors are offering, not to compete directly whenever possile.