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Fiddler

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AI observability platform for model monitoring and explanation

Palo Alto, United StatesFounded 2018AI
Valuation $100–250M Last recorded · 2026
Revenue $1–10M Latest reported FY
Headcount 100–500 Current team size
Total funding $50–100M Disclosed equity funding
Unlock exact values This page shows ranges. Dealroom has the exact numbers for Fiddler and the history behind them.

About Fiddler

Fiddler AI is a company that provides a Responsible AI Platform designed to help organizations build and maintain trustworthy AI solutions. The platform offers a suite of tools for monitoring, explaining, validating, and analyzing machine learning models in production.

The company primarily serves data science and MLOps teams in enterprises that are deploying AI models at scale. These clients operate in various sectors, including financial services, healthcare, and technology, where the reliability and fairness of AI systems are critical.

The business model is based on a subscription-based software-as-a-service (SaaS) model. Customers pay for access to the Fiddler AI platform, with pricing likely tiered based on the number of models monitored and the volume of data processed. This model provides a recurring revenue stream for the company.

Fiddler AI's platform addresses the growing need for transparency and accountability in artificial intelligence. It enables organizations to understand why their models make certain decisions, identify and mitigate biases, and ensure compliance with regulatory requirements. By providing these capabilities, Fiddler AI helps its clients reduce risks associated with AI, improve model performance, and build trust with their customers.

Source: Dealroom company data

At a glance

Status
Operational
Founded
2018
Headquarters
Palo Alto, United States
Employees
114
Open positions
5
Dealroom signal
82.2/100
Sector
AI, Core AI, Safetytech Related, Governance, Risk and Compliance, Novel AI, Explainable AI
Technology
Artificial Intelligence, Big Data, Deep Tech, Machine Learning, Deep Learning, Natural Language Processing, Computer Vision
Business model
SaaS
Client focus
b2b
Investment activity
1 company, latest Apr 2026
Capital deployed
—
Preferred round
ACQUISITION

Funding history

7 recorded events

Company financing events and reported valuations.

Deal typeDateAmountValuationInvestorsSource
SERIES COther financing Jan 2026 $30M $120M Insight Partners · LDV Partners · Mozilla Ventures · Lightspeed Venture Partners ↗
SERIES BOther financing Dec 2024 $19M $160M ISAI Gestion · Lux Capital · Cisco Investments · Samsung Next ↗
Showing the latest 2 of 7 recorded eventsBook a demo for the full funding history →

Financials

Revenue over time

Revenue, earnings and other financial measures where available. Years marked “E” are estimates.

YearRevenueGrowth
2026
2025
2024
2023
2022
2021
2020 —
Company filings, research estimates and Dealroom dataBook a demo for the full financial model →

Growth signals

Fiddler website traffic

Latest recorded traffic for Fiddler is 55K monthly website visits, down 14.1% over the last three months. Fiddler's team grew 9.6% over the past year.

Latest monthly visits55K 3-month web change-14.1% 1-year team growth+9.6%
Summary metrics are public; monthly history is available with a demoCompare with peers →

Similar companies

Closest operating peers by Dealroom taxonomy

Company identity and context are open; selected comparison metrics preview what is available on the platform.

CompanyHeadquartersStatusEmployeesTotal fundingValuation
GoodfireAI interpretability infrastructure for understanding, editing, and debugging of AI models at scale San Francisco, United States Operational 66 $207M $1.3B
DeeploySimplifies the deployment and governance of AI models, focusing on transparency, explainability, and regulatory compliance Utrecht, Netherlands Operational
Virtue AIAI-native security and compliance platform for enterprises San Francisco, United States Acquired
Aligned AIDeveloping a sophisticated alignment system for AI, ensuring it focuses on appropriate tasks and avoids unnecessary actions Oxford, United Kingdom Operational
OpenMachineWe're putting the power of large language models into everyone's hands Delaware, United States Operational
Stanhope AIA start-up based in London, we work with the US Department of Defense (DoD) and the UK Ministry of Defence (MoD) to build next-generation generative autonomous decision-making systems that embody human cognitive processes for on-board device decisions that are safe, explainable and data-lean London, United Kingdom Operational
LatticeFlowA company founded by leading AI researchers from ETH Zurich with the mission to empower organizations to build and deploy trustworthy AI Zurich, Switzerland Operational
AI21 LabsEnterprise-focused foundation models and AI systems Tel Aviv-Yafo, Israel Operational
Showing 8 of the closest matchesCompare every metric →

Investments and acquisitions

Capital deployed

Recent portfolio relationships for companies that also act as investors or acquirers.

Investors

22 investors on the cap table

From Dealroom's funding and investor records, grouped by the round each investor first entered.

Seed3 investors entered at this stage

Series A11 investors entered at this stage

Series B and later8 investors entered at this stage

  • Alteryx
  • RPS Ventures
  • LDV Partners
  • Mozilla Ventures
  • Capgemini
  • Benhamou Global Ventures
  • Dentsu Ventures
  • LG Technology Ventures
Team profiled 19 named & role-tagged
Founders Hidden — book a demo/100 quality score
Key operators 4 quality Hidden — book a demo/100
Potential founders Hidden — book a demo likely future founders
Startup mafia Hidden — book a demo alumni-founded startups
Talent movements Hidden — book a demo in · Hidden — book a demo out past 12 months

Source: Dealroom Talent Intelligence.

Global footprint

Workforce and web traffic by country
Workforce by country
7 countries with
team presence
🇺🇸 United States74.7%
🇮🇳 India17.2%
🇨🇦 Canada3.5%
🇫🇷 France1.1%
🇦🇪 United Arab Emirates1.1%
Top 5 of 7 shown

Market sentiment

Posts on X, past 7 days

An AI-synthesised read of the highest-engagement posts about Fiddler on X, ranked by likes and reposts, corporate channels excluded.

Reading the room on X — pulling top posts and synthesizing themes…

Source: X recent search ranked by engagement (likes + retweets) · Synthesis by Claude · Cached for 1 hour

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