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Understand and Resolve Disparity while Preserving the Predictive Value of Your Model

Understand and Resolve Disparity while Preserving the Predictive Value of Your Model

Detects and quantifies algorithmic disparities

Illuminate drivers of disparities

Clarify drivers of predictive value

Auto-generate viable alternatives with less disparity

How The SolasAI Platform Works

Step
0

You are the best at building models for your company - We don’t ask you to change

We use your models

Step
1

We take testing for disparity and alternatives off your plate

We expose and quantify disparities

Step
2

We provide you additional insight to make your model better

We explain what drives value and disparities

Step
3

We preserve and expand the great work you have done

We create alternatives without sacrificing predictive value

Step
4

We generate the documentation and insights you need to choose the best viable alternative for your business

We generate the information you need to make justifiable choices

Step
0

You don't have to get your modelers to change

We use your models

Step
1

We test using accepted standards that will give you the greatest protection possible

We expose and quantify disparities

Step
2

We openly clarify what is happening in the models so you understand it

We explain what drives value and disparities

Step
3

We generate justifiable alternatives that have a minor impact on predictive value

We create alternatives without sacrificing predictive value

Step
4

We provide you the information you need to choose the best alternative for your business and justify it to regulators

We generate the information you need to make justifiable choices

Step
0

We aren't trying to replace your modelers - we just want to make them more efficient

We use your models

Step
1

We continually update our testing module based on the latest guidance, research and accepted standards

We expose and quantify disparities

Step
2

We illuminate what is driving value and disparity in the models

We explain what drives value and disparities

Step
3

We generate viable alternatives that ensure overall model quality

We create alternatives without sacrificing predictive value

Step
4

We provide your subject matter experts the best alternatives and supporting information to grow and protect your business

We generate the information you need to make justifiable choices

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Model Creation Process Preview

Why does your business need a robust model fairness pipeline?

Multiple forces are converging.

Enterprises must gain deep insight into their predictive models.

  • Test for disparities

  • Identify opportunities to reduce disparities

  • Provide clarity on trade-off decisions between business value and reducing disparities

Increased model usage

Increased model risks

Increased societal awareness

Increased focus from regulators

Regulators and courts looking to establish precedent

Download papers

Let the SolasAI “Fairness Compliance Checklist accelerate your journey to fair and constructive use of learning and artificial intelligence

Interested in learning more? Reduce your risk with fairer AI

Why SolasAI Is Different

SolasAI goes beyond Data Science

We approach the problem from multiple sides, which makes us a one-stop shop for fairer model reconstruction.

Business Needs

Data Science & Technology

Regulatory Requirements

Legal Application

Data Science & Technology

Business Needs

Competitors focus on one area of expertise, which leaves other important areas overlooked

SolasAI leverages your existing models and production pipeline

Configurable Business Rules and Objectives

Optimized, Fast, & Fair Search

Regulatory Expertise

Explainable AI

We are not trying to be AutoML. We don’t set out with the intention of reinventing or replacing your modeling process.

We don’t set out with the intention of reinventing or replacing your modeling process.

SolasAI was created by industry-leading consultants and data scientists

45 Years

in Employment Discrimination Analytics

25 Years

in Fair Lending Analytics

Expert Consultants

to numerous Federal, State, and Local Regulators

Trusted Fair Lending

framework used by virtually every major lending institution in the U.S

Fortune 50

we advise over 50% of these companies

Who We’ve Helped

Reduced the time required to perform fair lending assessments and DI mitigation search by over 60%.

Top-10 US Consumer Lender