Our Environmental, Social, and Corporate Governance

Investing in a future where profit goes hand in hand with the well-being of our people, the planet, and generations to come.

Rebuilding ESG for Transparency and Accountability:

The current ESG system is broken.  At Fairness 4, we're redefining success in Environmental, Social, and Governance (ESG) by integrating advanced data management and performance analytics.  We empower investors and leaders to balance profit with planetary well being, while forging a sustainable path forward.


ESG Decision Based Attribution:

Driving Real Progress

Our cutting edge tool empowers investors to find a fair balance:


Evaluate Goals

Track ESG performance alongside financial outcomes.




Visualize Decisions

Use decision tree models to assess the impact of investment strategies.                   



Tailor Success Metrics

Define metrics that reflect meaningful ESG factor based progress.  -



Transparent ESG Data

Data transparency is the cornerstone of reliable ESG evaluation.  Our platform ensures:


  • Clear metrics to benchmark ESG
  • Accountability for environment and social commitments 
  • Incentivizing innovation in sustainable investment 



Redefine the Future of Investment and Sustainability

Together, we have the power to reshape how investments impact the planet and people—aligning profitability with long-term well being.  Smarter resource allocation isn't just possible; it's essential for a sustainable future.  Ignoring a fair and balanced environment for short term profit is a choice.  You have the ability to make more informed decisions.  Start by asking your financial advisor for better, more transparent analytics.


Take Action:

  • Share these papers with your investment professional.
  • Demand they produce clear and transparent ESG attribution reports.
  • Encourage the adoption of better tools and analytics through the Fairness 4 Marketplace.

View Our Whitepapers

The Need for ESG Attribution

We don't have all the answers, but by asking the right questions and working together, we can improve ESG data and make investment decisions that drive positive change.   

Download White Paper

Reliably Actionable Investment Analysis Of Yourself

We must accept that no investor is going to ignore financial success over the betterment of our society and our environment.

Download White Paper

Attribution for ESG-adjusted Return

In order to find out which skill the portfolio manager has, one needs to evaluate the impact that each type of decision that the portfolio manager has employed to see which ones they have been skillful at.

Download White Paper

Specifying Goals Evaluated by Decision

Attribution

We need to know how ESG factors interact and are balanced with returns, risk, and risk adjusted return.

Download White Paper

Net Attribution Reporting is Doable

The focus is on how all controllable investment decisions have affected ESG factors and how all controllable investment decisions have affected the cost in performance or the cost in risk, of higher ESG factors.

Download White Paper

The Goals That Attribution Explains

Fairness 4 ESG Attribution is currently available on the Fairness 4 Marketplace.  "We offer clients the ability to construct any decision tree, based on any decision process, but most appropriately those decisions that actually created the portfolio being evaluated.

Download White Paper

A Moment In Time

To Find Fairness 4 Our People, Planet & Future

Fairness isn’t about equality—it’s about balance.

With curiosity and a willingness to explore all perspectives, learn from the past, and make better decisions for today and tomorrow.