AI Discovery & Design

Laying the groundwork for AI development

The starting point.

AI Discovery and Design is the process we use to understand our client’s business on a deeper level, establish the strategic value of AI/ML, and propose a project plan

What does the Discovery and Design process look like?

Develop an understanding of your organization's business lines and potential for strategic AI value
Build relationships with decision makers and identify key subject matter experts for the design phase
Identify any organizational infrastructure or security restrictions that need to be addressed
Document the strategic approach for the identified use cases that we will further explore in the design phase

Deeper dive into the ROI of potential use cases with a detailed assessment of the value and risk
Prioritization of use cases based on ROI and time to value
Collaborate with key subject matter experts and decision makers to evaluate high-level information, ensuring the project is grounded in realistic estimations of value
Present project plan with a detailed timeline, definition of success, pricing structure, milestones, and project assumptions

Discovery & Design establishes the foundation for AI development

We've helped 60+ clients execute 100+ multi-year scopes and projects

Identified 74% of cancer patients likely to experience an unplanned hospitalization, associated with an estimated cost savings of up to $2.2 million per year
Increased monthly revenues by 18% for a benefits management company overseeing 50MM+ patients
Developed solutions to allow a major utility company to efficiently detect threats across hundreds of thousands of daily events on their network
Partnered with a global content management company to innovate and deliver ROI-centered AI as a Service solutions with minimal time to value to customers
Evaluated 170M school master planning scenarios by wrangling hundreds of variables and building an interactive dashboard that calculates student and community impact of investment decisions for architects and GIS analysts
Analyzed patterns across nearly 1M retinal images to enable a healthcare system’s medical research efforts
Predicted missing attributes across 100k+ patients for a health tech startup, presenting an opportunity for $1M+ in additional business per year and saving over $70k in recruitment expenses
Identified 4% of 100k+ patients at the highest risk of delayed breast cancer screening, providing individualized explainability using various social factors for a healthcare system’s clinical & community outreach teams
Delivered first-of-its-kind visibility into the 90-day outlook of 150 thousand surgical procedures across departments and specialties, allowing a major healthcare system to rapidly respond to anomalous outcomes
Improved net promoter score by 20% for a global manufacturer using natural language processing on over half a million survey responses

Additional services

AI Development

Building and scaling AI & machine learning models for high-risk industries

Learn more

High Risk Industry AI Solutions

Our team of experts include data science consultants, engineers, and industry professionals who have a deep understanding of the unique challenges faced by high-risk industries.

Learn more

Strategy first..

is how we help clients achieve AI success.

Our Data Science Consultants are experts at driving business transformation powered by trustworthy, explainable, and human-centered AI design and development.

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