There is no single AI solution that works in every situation, especially when considering the constraints of real-life problems, data types, and organizational diversity. We developed our Initiative-Specific AI Model Starter-Kit based on the experience and lessons learned from supporting over 30 AI use cases and projects, such as a Green Technology Pilot (supporting an Enterprise Information Management ML team to reduce their carbon footprint) or redefining healthcare (using NLP for content personalization and making targeted care recommendations during a patient’s recovery journey). This starter-kit will allow your organization to avoid the common pitfalls when considering AI as a solution and provide a vetted checklist of considerations and foundations to put in place to solve a specific problem or use case through AI.

Over 12-14 weeks, EK will use our proven phased approach to kickstart your AI initiative and ensure that your organization is set on the best course. We begin with rapid prototyping or pilots, showing immediate progress and demonstrating the value and flexibility needed to define the right AI solution and model for you. 

Our phased approach will give your organization access to: 

• A use case selection and prioritization card to help you determine the unique challenges and business needs that are best suited for AI solutions at your organization.
• A library of ML/LLM algorithms and models (rule-based, statistical, descriptive, predictive, cognitive, generative, etc.) to orchestrate the right AI framework and toolkit to develop, fine-tune, and deliver your solution.
• Our proprietary model determination matrix to assess AI/ML models on their accuracy, scalability, complexity, interpretability, training time, inference time, and alignment with your organizational business objectives.

By the end of the Initiative-Specific AI Model Starter-Kit engagement, your organization will have:

• A cost-efficient AI model and tailored implementation framework for your specific knowledge or data management needs.
• An AI-powered clickable pilot or prototype to demonstrate how AI solutions can be used to integrate and retrieve your information, regardless of structure or location, and ensure human-in-the-loop development, validation, and adoption.
• A foundation for future AI solutions.
• A phased roadmap for scale and recommended solution architecture.
• A deeper understanding of the organizational benefits and impact of employing AI for your organization (e.g. level of complexity, usability, context, etc.).
• Upskilled team members from experts leading the market.