AI Design & Development

Making AI Useful for Businesses and People, Together

For AI to be successful, we, as humans, must be a part of the process. To scale AI requires a different approach to decision making than other technologies you may be used to. This is not “set it and forget it” technology, it requires people and processes. That’s why ourdesign thinking and human-centered approach to AI design and development addresses these decisions every step of the way by:

Preventing wheel spinning AI research, getting you on to the doing; there are huge competitive advantages to AI
Providing the design for AI solutions that address fairness, privacy, explainability, and transparency
Proactively considering the unintended consequences and implications an algorithm will have on your audience and the world
Finding the balance between human creativity and AI enabled automation

AI is Iterative

When piloting an AI design, you can expect the unexpected. Even with the best statistical proof, things will go wrong or may even pleasantly surprise you. You have to be willing to go along for the ride knowing that AI is an iterative process. It is important to keep stakeholders and end users informed during the process to create comfort, and ultimately, buy-in.

Pandata's Consulting Approach to AI Design & Development

Discovery and Design

Taking a strategy-first approach to designing a proof of concept for use cases that provide high-business value

During the Strategy and Design phase, we:

spend 6 - 8 weeks working with stakeholders to solidify requirements, understand pre-existing tools and processes, to proactively identify barriers to adoption

Learn about our Discovery and Design Service

Solution Development

Iteratively building upon the MVP (or Proof of Concept) to launch pilots that enable de-risking of development of AI projects

During the Solution Development phase, we:

building models and engineering pipelines across multiple agile iterations and rapid prototypes. We then pilot models to test out resiliency in a real world setting prior to rollout.

Learn more about what successful AI projects have in common

Deploy, Educate, & Empower

Focusing on change management, solution integration, and trusted AI, we set you on the path to long-term AI success

During the Deploy, Educate, & Empower phase, we:

take lessons learned from the pilot and develop a strategy to scale up the solution, including solution integration and education for end-users.

Learn more about trusted AI

Examples of how we have helped over 60+ clients execute on over 100+ multi-year scopes and projects

Highlights and Impact...

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
Created and delivered ROI-centered AI as a Service solutions with minimal time to value to customers for a global content management company
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

No matter the stage in your AI transformation, our team will meet you where you are to design and develop trustworthy AI solutions that create a clear competitive advantage

AI Workshop

Need help setting the foundation for AI success? We can help identify your most valuable use cases.

Session Details

Advisory Services

We help ease the burden of bringing AI & data science in-house with both leadership and project-level support for your team.

What we offer

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.

Ready to get started?