Pathfinder - AI & Machine Learning Consulting Services | Xyonix

Quickly develop a plan to leverage AI

Our Pathfinder service helps you quickly find your AI path forward with a very minimal up front investment.

AI is a complex topic; determining how AI is relevant to your business is difficult to do, and determining an efficient and impactful path forward is even harder. Our Pathfinder includes a deep dive on your business, product and data with our seasoned AI experts.

We perform a deep analysis of your business, product and data, identify new areas to introduce AI features you’ve never even thought of, and help you position your project to your management or investors.

We will help you identify and rank AI opportunities in your business and assess AI modeling feasibility through a detailed inspection of your data assets and capabilities. Based on our findings, we will recommend a detailed strategic path forward with checkpoints along the path described in a crisp and clear PDF.

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The pathfinder service is a light weight rapid way to get started, explore a relationship with us, and have a clear idea of next steps. Typical recommended next steps might include a Xyonix dataset analysis, a full solution assessment or a fast track to model development.

 

  • We start by laying out our observations based on conversations with your team and our assessment of your data assets, documentation, and prior work. We include a detailed inspection of your data assets and capabilities, summarized in 3-5 bullet points. This is a general overview of what we believe are the most pressing issues with your current system and data.

  • We will document our distillation of your high level goals. We may include figures and visuals of what we are trying to achieve with your AI models. These goals are broad but crisp and your strategy will be designed to guide us toward realizing them over time.

  • We dive into exactly what should be done to achieve your high level goals. We focus on specifics, making sure your goals are measurable and actionable. We will include citations with links to more depth or background.

  • We will dig deep into specific recommendations. We will, for example, make model type recommendations, discuss how training data should be efficiently developed, define desired model outcomes, and how model efficacy should be assessed. We will also discuss how your product strategy should be modified to incorporate these evolving AI models to power a range of impactful features. We will be quite detailed, referencing specific algorithms, training and efficacy assessment techniques and more.

  • Based on your data and documentation, and our conversations and analysis, our recommendations will include what needs to be done and in what order and grouping; your strategic path forward will include specific milestones, a targeted timeline for your project and more than enough detail to begin work. Immediate next step often includes a dataset analysis and afterward, our ai innovation accelerator service.