Trust at the speed of AI

FAIRLY automates model risk management to take on the volume + velocity + complexity of financial and ethical AI risk

ModelRiskOps technology

Embed controls into every step of a trustworthy AI model journey


Alerts and monitoring — accurate, transparent, auditable information to share on-demand


API-driven integrations — pluggable into any data source and model framework


Confidence in automation — bring AI model safety and compliance controls up to speed


Comfort and Collaboration in a World of Risk

*Based on customer interviews for an average of 180 days model validation cycle.

"As the speed of AI innovation proves challenging for risk and compliance functions, Fairly’s solution addresses this challenge and supports transparency and risk protection, by offering a platform for quality assurance needed for responsible AI.”

Mike Dargan

UBS, Group Chief Digital & Information Officer and Member of the Group Executive Board, UBS

Revolutionizing Model Risk Management

An end-to-end AI governance, risk and compliance solution designed and approved by data scientists, model validators, internal auditors, cognitive scientists, ethics and business leaders for financial and ethical risks.

Data Scientists & Model Developers

Remove guesswork out of AI policies and requirements with automated controls

Reduce time writing reports with intuitive UI/UX design for capturing developmental evidence

Reduce errors and improve model safety using behavioral and cognitive nudge techniques

Model Validators, Risk & Compliance Officers

Reduce turnaround time for validation teams with streamlined workflow

Capture evidence for effective challenge with accountability features

Reduce errors and improve model safety with standardized templates and test suites

Internal Auditors

Increase auditability and explainability throughout the entire model journey with auditable process-based explainability features

Provide ability for auditing team to audit AI/ML models for bias with our Bias Inspector

Create instant alerts for continuous risk monitoring for real-time risk management

C-Suite Executives

Increase confidence in the AI approval process with customizable executive reports and dashboards

Automate controls to remove discretionary decisions which could introduce bias

Reduce errors and improve model safety to prevent financial, legal, ethical and reputational harms.

Accelerate safer and better

FAIRLY delivers a standardized, scalable and repeatable model risk management solution that provides the highest degree of transparency into AI solutions, providing independent assurance across all three lines of defense.


Collect qualitative and quantitative data without interruption to a data scientist’s workflow for evidence collection and compliance approval


Connect controls to their native infrastructure for in-house models or to their inputs/outputs for vendor models


Auto-generates regulatory compliance reports for different stakeholders, accelerating models-to-market


Aggregates and measures financial and ethical risk with human-in-the-loop, creating industry-leading explainability for AI risk monitoring


Provides bias detection for datasets and models, tracking continuous improvements as required by GDPR


Provides sensitive feature escrow service on-demand bias testing for data scientists without direct access to sensitive data to ensure fair machine learning through our

A Cautionary Tale:
FAIRLY examines the root of AI risk


Automate model risk management at the speed of AI

Forward-thinking leaders are joining FAIRLY for a new world of financial and ethical opportunities.