Pandata is proud to be the “Ethical AI” Sponsor at ai4 2021! Join us at the conference Aug 17-19, 2021.

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AI Design & Development

A highly collaborative engagement coupling client's own expertise with our expertise in AI & ML

AI + Humans = Good

For AI to be successful, we, as humans, need to be a part of the equation. 

Our human-centered approach to AI design and development will:

  • Get you off the hamster wheel of researching AI and on to the doing (you must be dizzy by now)
  • Provide the design for explainable, transparent AI solutions (increasing adoption success) 
  • Help you consider the implications an algorithm will have on your audience and the world (avoid unintended consequences)
  • Find the balance between human creativity and AI enabled automation (make the robots do the boring stuff)

So, where do we begin?

We start every client relationship with our Discovery & Design engagement. It sets the stage for a healthy and transparent partnership, with client communication and feedback as an essential part of the the engagement. 

There are 5 stages to the engagement:

20%

We meet and spend time with the client, getting to know them as people and forging a relationship. This is a highly collaborative process leveraging the client’s deep expertise. It influences and ultimately shapes our design process.  Goals during this initial phase are to:

  • Set expectations – a successful engagement needs an engaged client, requiring regular feedback from their team to ensure we’re aligned and heading in a direction that excites everyone and ultimately addresses their needs.
  • Schedule recurring, face-to-face touchpoints for continuous feedback and collaboration
40%

Influenced by our expertise in human behavior and AI design, we perform stakeholder analysis to:

  • Understand the client’s goals and business needs – diagnose the problem within the problem and why the client needs to solve the problem they’re addressing.
  • Understand client processes. Beyond data, we aim to understand how the client’s systems work and the associated pain points.
  • Learn more about how the client interacts with their data – main champions within their organization who interact with their data most frequently and ways data are collected.
  • Explore their broader data infrastructure (understand data engineering items)
60%

Exploratory Data Analysis (EDA) addresses the following:

  • Learning the intricacies of client data by reviewing data documentation and understanding the quality, volume, and types that we are provided access to. 
  • We identify external (3rd party) sources of data that enrich our analysis and broaden AI possibilities. From US census data to curated data sources, we know how to maximize available data for your solution. 

We also look to understand patterns and nuances within that data, guiding the AI Design process.

80%

Once we’ve completed our EDA, we move into human-centered AI Design, including:

  • A feasibility assessment of each promising idea we generate to determine if a client’s data is sufficient for the given solution.
  • Investigating available tools and technologies tailored to your project. From APIs to Auto ML, we recommend suitable tools to your match your goals.
  • Researching best practices and ML tools to meet your goals, keeping you up to date on the latest in AI methods.
100%

Once we’ve identified one (or several) promising AI solution(s), we document and deliver our recommendations. Deliverables include:

  • A project plan, containing strategic insights and custom roadmap
  • Discovery documentation outlining current processes, insights from the client’s team, and our findings from the Discovery process.
Then it's on to the really fun stuff...
  • Ethical AI
  • Explainable AI
  • Business Intelligence
  • Anomaly Detection
  • Predictive Modeling
  • Use Behavior Analytics
  • Data Acquisition
  • Deep Learning
  • Natural Language Understanding
  • User Behavior Analytics
  • Recommendation Engines
  • Sentiment Analysis
  • Speech Analytics
  • Computer Vision

We've helped 50+ clients execute 80+ projects

Here are some of our highlights:​
  • Increase monthly revenues by 13% for a benefits management company
  • Improve net promoter score by 20% for a global manufacturer
  • Detect thousands of unnoticed threats at a major utility company
  • Showcase how the public interacts with 60,000+ pieces of Open Access artwork, encompassing over 1 million website views, nearly 9 million API downloads, and over 65 million Wikipedia views
  • Empower 1000 department and account managers to understand key metric driving 15 months of forecasted revenue of their top customers

Additional services

No matter the stage in your AI transformation, our design and development team will meet you where you are to bring your use case to life.

AI Workshop

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

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Advisory Services

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

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All you need is an idea to get started. Our data scientists can help bring your AI initiatives to life.

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