We identify direct and indirect discrimination behaviors in the public and private sector that lead to economic unfairness. We investigate discrimination bias arising from the use of algorithms, artificial intelligence and pricing policies that cause a disparate impact on protected minorities.

Our original research spans across all major economic sectors and is grounded in solid statistical methodologies. We focus on practices that have a disproportionate impact on subsets of the population that present one of the many protected characteristics such as: gender, age, ethnicity, disability and religion.

Our discrimination practice focuses on the many aspects of the enforcement cycle: from identifying discriminatory conduct, to estimating damages and producing expert reports assessing disparate impact.

For any Discrimination related enquiries please contact Paul Vella at [email protected]



Head of Discrimination
Senior Associate

Alberto Thomas

Founding Partner
New York


Head of Europe


Economic Consultant


Research Analyst

William Banner

Economic Consultant


Original Investigations

  • Producing research that outlines discriminatory practices
  • Assessing disparate impact on relevant protected minority groups
  • Identify digital algorithmic discrimination
  • Discriminatory impact of artificial intelligence

Creative Problem Solution

  • Statistical and data analysis to determine disparate impact
  • Address class action commonality issues, where applicable

High Quality Expert Work

  • Expert reports
  • Expert witness testimony
  • Merits reports
  • Plan of allocation and settlement distribution
  • Damages analysis
  • Data analysis

Track record

Fideres’s economics and data analysis expertise allow us to provide law firms and claimants with statistical evidence of discrimination, disparate impact and damages quantification. We have been involved in arbitration and litigation proceedings in the United States, the United Kingdom and South Africa that involve discriminatory conduct in a number of industry sectors: from finance to big tech. In Discrimination cases, as for other types of litigation, Fideres’s unique strength is its ability to use publicly available data to identify this form of wrongdoing and provide expert evidence from a pre-filing stage to trial. The list below illustrates the breath of our experience in this field:

  • Pre-paid cards
  • Energy payments affected minorities
  • Landline overcharging




Was The UK Vaccine Rollout Discriminatory?

August 24, 2021
No - it was the picture of fairness

Can Algorithms Discriminate?

June 25, 2021
Fideres Investigates Algorithmic Mortgage Discrimination In The US

Fideres’s Christmas Investigation

December 16, 2019
Travel Price Discrimination
Dan BrockettPartner, Quinn Emanuel Urquhart & Sullivan LLP

“Fideres provided us with innovative quantitative analysis that was critical for building this CDS anti-trust case against major dealers. In addition to... [quantifying] the amount of damages, they clearly briefed me and my team on the technical aspects of the CDS market.“

Jeremy LiebermanManaging Partner, Pomerantz LLP

“Fideres have provided our firm with input on various aspects of 10b5 claims, including class-wide damages and market efficiency assessments. They are responsive and their reports clear and to the point.”

Bill SchervishDirector, Labaton Sucharow

“I have engaged Fideres on several securities fraud cases. They have provided our firm with prompt and precise event studies, even in non-standard cases that required innovative approaches.”

Philip YoungPartner, Cooke, Young & Keidan LLP

“Fideres combines top class financial knowledge with a creative approach in order to provide innovative insights into LIBOR.... They have thoroughly researched and are leading experts on the technical aspects of LIBOR and are professional, reliable and a pleasure to work with.”

Michael EisenkraftPartner, Cohen Milstein Sellers and Toll PLLC

“Over the years I have worked closely with Fideres’s research team to investigate new antitrust matters. Their novel investigative approach has led us to work together on several new potential cartel cases and assess their viability at an early stage.”

Michael SternhellDirector, Burford Capital LLC

"We have worked with Fideres on several complex securities matters. They have assisted with damages modeling and estimation at the client-outreach stage through to claims filing, in mediation and during the settlement process. Fideres has extensive experience in damage quantification across security types and is a very reliable partner to work with.”

John DayDirector, DaySparkes Ltd

“We have worked with Fideres in relation to several interest rate misselling matters. Their consultants provided us with effective guidance on a variety of aspects, ranging from the valuation of financial instruments, to the bank’s conduct in relation to the... pricing of such instruments.”

Sharif ShivjiBarrister, 4 Stone Buildings

“I have always found Fideres to be excellent experts. Their work is thoughtful, accurate and displays their valuable real world market experience. They understand the role of an expert in litigation well.”

Laura PosnerPartner, Cohen Milstein Sellers & Toll PLLC

“Fideres has consistently produced event studies reports within 24-hours of the request. The speed of the turnaround time has been impressive. They have provided useful insights and charts to explain complex concepts involved in securities litigation filings.”

David KovelPartner, Kirby McInerney LLC

“We have used Fideres’s expertise in several commodity market and benchmark manipulation cases. Their knowledge of the financial sector, in particular, has been... valuable to the development and success of the matters we have engaged them on.”