ChatGPT has proven that AI Technologies are rapidly evolving. Companies that learn how to leverage these new technologies with their own data will be the new leaders in their respective markets. The SignalPop Advisory Service is designed to help companies better integrate AI technologies into their corporate and operational processes.
Given that we have implemented most AI technologies into the MyCaffe AI Platform, our deep knowledge of AI allows us to provide better insights into how to best leverage AI to super charge your data.
From Data to Decision
Our goal is to help you make better decisions based on your data. We have a three-phase process to achieve this:
- Understand your Data.
- AI Architectural Plan.
- Implementation Plan.
Phase 1 – Understanding Your Data
Our first principles approach is to understand your data pool in its entirety. This step is vital to all other phases. Many corporations have vast amounts of data but may have limited understanding of what their data actually is and what information can be derived from it. We dive in deep to understand the structure of your data, what it is, how it is organized, how often it is collected and other key aspects.
The deliverable for this phase is a data design document that concisely describes your company’s data profile.
Phase 2 – AI Architectural Planning
After acquiring a full understanding of your data and its organization, we are ready to design AI systems that extract value from the data. The architectural design is similar to an architectural design for a sturdy building – where your data sets are the building blocks. This phase involves designing the data formation, AI models and training plan necessary to learn from your data. Prototyping is used to prove various outcome theories implemented by the AI models. Once the AI models and training prototypes demonstrate the ability to learn from your data sets, we are ready for the next phase.
The deliverable for this phase is the AI architectural design and system planning document and prototypes that prove the AI models.
Phase 3 – Implementation Planning
Implementation planning provides the roadmap for turning the AI models, training and prototypes specific to your company’s data sets into a production ready AI system. This phase transforms your once seemingly opaque data sets into actionable information.
The deliverable for this phase is an implementation planning document that contains recommendations on how to integrate the AI architecture and systems of phase 2. For example, we may recommend third-party solutions, gaps requiring custom solutions and/or a full plan required by an internal team. This phase is used to convert the AI architectural and system designs into production ready systems that produce actionable information that helps you to make better decisions moving your company ahead of your competitors.
Examples
At SignalPop we use this same three phase method to design and implement the AI models used in our real-time automatic trading systems. Our models process 50 million quotes per day with over 40,000 data points in 200 millisecond periods – over 1 billion data points per day. Our automated trading models process, integrate and interface complex and varied datasets and data feeds to make pinpoint trade decisions in arguably the most volatile securities markets – short term options. Our trading models make and execute all trading decisions.
Next Steps
To engage with the SignalPop Advisory Services, contact us today. Most projects are structured as time and material + expenses. Each project has its own unique requirements and resources needs, so contact us today for a free assessment on how we can help your company become more competitive by leveraging your data with AI. SignalPop will help you find the gold in your data!