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Fairly AI

Policy-as-code AI governance and compliance for regulated industries.

ai-security#ai-governance#compliance#model-risk-management#regtech
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Toolglade’s take

Fairly AI is a very early-stage, independent startup (around $2M disclosed) focused on AI governance and compliance for regulated industries. Its policy-as-code and model-risk framing is genuinely aligned with what banks, insurers and healthcare buyers need, and it has notable accelerator/VC backers (Techstars, Benhamou Global Ventures). The honest caveat is scale: this is a small company competing with both better-funded AI-governance platforms and entrenched GRC vendors. Pricing is not public. Best evaluated as an emerging specialist, with careful due diligence on depth and support.

About Fairly AI

Fairly AI is an AI governance and compliance (regtech) platform for regulated industries such as banking, insurance, healthcare and aerospace. It offers policy-as-code, model risk management and an analytical engine that scans AI systems for bias and compliance issues, producing the documentation and approvals regulators expect. It is an independent, very early-stage startup with around $2M in disclosed funding, best viewed as an emerging specialist.

Fairly AI focuses on the governance and compliance side of AI risk rather than runtime threat detection. Its platform provides centralized AI governance and regulatory technology to help organizations in regulated industries demonstrate accountability and compliance. It offers an analytical engine that scans AI systems for issues such as bias and checks them against compliance requirements, supporting the controls, documentation and approvals that regulated buyers need. The company positions itself around policy-as-code and model risk management: helping teams codify their AI policies, run checks against models and systems, and produce the evidence auditors and regulators expect. This makes it a fit for banking, insurance, healthcare and aerospace organizations that must govern AI under existing model-risk-management regimes and emerging AI regulation. Fairly AI is an independent, very early-stage company. Its disclosed funding is modest -- around $2M -- with backers including Benhamou Global Ventures, Village Capital, Techstars, Backstage Capital and Flybridge. Buyers should calibrate accordingly: the regulatory framing is credible and the focus is real, but this is a small startup competing against both larger AI-governance platforms and established GRC vendors. Validate depth, integrations and support against your specific regulatory obligations.

TL;DR

Fairly AI is an AI governance and compliance (regtech) platform for regulated industries. It offers policy-as-code, model risk management and an engine that scans AI systems for bias and compliance issues, producing documentation and approvals regulators expect. It is an independent, very early-stage startup with around $2M raised, best viewed as an emerging specialist competing with larger governance and GRC vendors.

Company overview

Fairly AI is an AI governance and compliance company targeting regulated industries such as banking, insurance, healthcare and aerospace. Its platform centralizes governance to help organizations demonstrate accountability and compliance for their AI systems.

It is an independent, very early-stage company. Disclosed funding is modest at around $2M, with investors including Benhamou Global Ventures, Village Capital, Techstars, Backstage Capital and Flybridge.

Product features

Fairly AI provides policy-as-code and model risk management, letting teams codify their AI policies and run automated checks against models and systems. Its analytical engine scans for issues such as bias and evaluates systems against compliance requirements.

The platform emphasizes the documentation, controls and approval workflows that regulated organizations need to satisfy internal model-risk functions and external regulators, positioning it within the AI-governance and regtech landscape.

Target market

Regulated organizations -- particularly banking, insurance, healthcare and aerospace -- that must govern AI under model-risk-management regimes and emerging AI regulation.

Buyer personas

End users

Model-risk analysts, data scientists and governance teams running checks and producing documentation.

Buyers

Chief risk officers, heads of model risk and compliance leaders.

Key influencers

Regulatory affairs teams, internal audit and responsible-AI program owners.

Ideal customer profile

A regulated financial, insurance or healthcare organization that must govern AI models under formal model-risk and regulatory requirements and wants policy-as-code tooling to streamline approvals and evidence.

Funding & performance

Approximately $2M in disclosed funding. Investors include Benhamou Global Ventures, Village Capital, Techstars, Backstage Capital and Flybridge. No later-stage round publicly disclosed as of August 2026.

Pros & cons

Pros

  • Focused on regulated-industry governance needs
  • Policy-as-code approach fits model-risk regimes
  • Scans for bias and compliance issues
  • Notable accelerator and VC backers
  • Independent and specialized
  • Aligns with emerging AI regulation

Cons

  • Very early-stage with minimal disclosed funding (~$2M)
  • Small team and limited track record
  • No public pricing or free tier
  • Competes with larger governance and GRC vendors
  • Depth may be limited versus enterprise incumbents
  • Governance-focused, not runtime security

Pricing plans

Custom
Custom
  • Policy-as-code governance
  • Model risk management
  • Bias and compliance scanning
  • Documentation and approval workflows

Key features

API
Team collaboration
Integrations
MLOps platforms, GRC tools, Model registries, Data science notebooks, Documentation systems
Input types
text
Output types
text
Best For
AI governance in regulated industries, policy-as-code enforcement, model risk management, bias and compliance checks

Compare key features

View all alternatives →
Feature
Fairly AI
HiddenLayer
Lasso Security
Pricing
Paid
Paid
Paid
Free plan
No
No
No
Free trial
No
No
No
API
Yes
Yes
Yes
Self-hosted
No
Yes
No
Team support
Yes
Yes
Yes

Frequently asked questions

What does Fairly AI do?+

It provides AI governance and compliance tooling for regulated industries, including policy-as-code, model risk management and scanning for bias and compliance issues.

Which industries does it target?+

Regulated sectors such as banking, insurance, healthcare and aerospace that must govern AI under model-risk and regulatory regimes.

Is Fairly AI a security tool?+

It focuses on governance and compliance rather than runtime threat detection, though those overlap in enterprise AI-risk programs.

How large is the company?+

Fairly AI is a very early-stage, independent startup with around $2M in disclosed funding.

How is it priced?+

Fairly AI does not publish pricing; contact the vendor for a quote.

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