Fairly AI vs Fiddler AI
Side-by-side comparison of framework coverage, pricing, capabilities, and target customers. Last verified recently.
https://aicompliancevendors.com/compare/fairly-ai-vs-fiddler-aiFairly AI
AI GRC in a box for regulated industries.
Fairly AI is an AI governance, risk, and compliance (GRC) platform founded in 2020 by David Van Bruwaene and Fion Lee-Madan, incubated at Accenture's FinTech Innovation Lab. Headquartered in Kitchener, Ontario with a Toronto presence, Fairly AI targets regulated industries — finance, healthcare, and government — with an on-premises or private-cloud platform that benchmarks models against internal policies and external regulations.
Fiddler AI
AI observability and security for agentic and generative systems.
Fiddler AI is an AI observability and security platform founded in 2018 and headquartered in Palo Alto, California, by Krishna Gade, Amit Paka, and Manoj Cheenath. Fiddler focuses on production monitoring — drift, performance, fairness, explainability — and has extended into LLM observability and security for compound and agentic AI systems. Fiddler raised a $30M Series C in January 2026, bringing total funding to $100M.
What the data shows
We haven't published an editorial verdict on this pair yet. The comparison below is built from public vendor materials and our taxonomy — no editorialized ranking.
- Shared framework coverage: Colorado AI Act, EU AI Act, ISO/IEC 42001, NIST AI RMF, NYC LL 144
- Only Fiddler AI covers: GDPR Art. 22
- Shared capabilities: 8 of 11 listed.
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At a glance
| Attribute | Fairly AI | Fiddler AI |
|---|---|---|
| Founded | 2020 | 2018 |
| Headquarters | Kitchener, Canada | Palo Alto, United States |
| Employees | 11-50 | 51-200 |
| Funding | $1.7M USD Pre-seed (April 2023) | $100M total (Series C, January 2026) |
| Pricing | On-premises or private-cloud deployments; quote-based. | Contact for pricing |
| Website | Visit site | Visit site |
Framework coverage
| Framework | Fairly AI | Fiddler AI |
|---|---|---|
| Colorado AI Act | Partial | Partial |
| EU AI Act | Full | Partial |
| GDPR Art. 22 | — | Partial |
| ISO/IEC 42001 | Full | Partial |
| NIST AI RMF | Partial | Partial |
| NYC LL 144 | Partial | Partial |
Capabilities
| Capability | Fairly AI | Fiddler AI |
|---|---|---|
| AI Model Inventory | ✓ | ✓ |
| Audit Evidence Collection | ✓ | ✓ |
| Bias & Fairness Testing | ✓ | ✓ |
| Explainability | ✓ | ✓ |
| LLM Guardrails & Content Filtering | — | ✓ |
| LLM Red Teaming | ✓ | ✓ |
| Model Monitoring | ✓ | ✓ |
| Policy Management | ✓ | ✓ |
| Regulatory Intelligence | ✓ | — |
| Risk Assessment Workflow | ✓ | ✓ |
| Third-Party AI Vendor Risk | ✓ | — |
Industries served
Fairly AI
- Financial Services
- Healthcare
- Employment & HR
- SaaS & Technology
Fiddler AI
- Financial Services
- Healthcare
- Insurance
- Government & Public Sector
- Employment & HR
- Retail & E-commerce
- SaaS & Technology
- Defense & National Security
Integrations
Fairly AI
- MLflow
Fiddler AI
- AWS SageMaker
- Azure ML
- Google Vertex AI
- Databricks
- Snowflake
- MLflow
- Weights & Biases
- Okta
- OpenAI API
- Anthropic API
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Editorial independence: This comparison is free and was not paid for by either vendor. See our methodology.