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Company profile: Fiddler AI

1.1 - Company Overview

Fiddler AI Logo

Fiddler AI

Headquarter: United States
Founded: 20XX🔒
Employees: 100-500🔒

Company description

  • Provider of enterprise model performance management and AI observability software to monitor, explain, analyze, and improve AI models, including predictive, generative, and large language models. Offerings include ML model monitoring for data drift and degradation, explainable AI for human-readable decisions, and LLM monitoring for hallucinations, PII, and toxicity.

Products and services

  • AI Observability Platform: Enterprise-grade platform that monitors, analyzes, and protects predictive, generative, and LLM models, delivering insights into model performance and issues
  • LLM Monitoring: Production-scale service that tracks large language models for data drift, hallucinations, PII exposure, and toxicity, focusing on metrics specific to LLM performance and undesired outputs
  • ML Model Monitoring: Industrial-grade monitoring that tracks machine learning model performance and identifies issues such as data drift and model degradation

Key contacts

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Financial details

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1.2 - Competitors and similar companies to Fiddler AI

OnSpecta Logo

OnSpecta

HQ: United States Website
  • Description: Provider of deep learning acceleration and deployment automation software. Its DLS optimization engine accelerates AI inference in the cloud and at the edge, delivering performance enhancements over commonly used CPU-based ML frameworks. Offers Ampere AI software solutions to optimize inference performance, offering significant cost reductions and improved efficiency on Ampere T2A and AmpereOne C3A instances on GCP.
  • Rationale: This competitor operates in a highly similar market segment with overlapping features.
  • Company type: Private company
  • Employees: ●●●●●
  • Total funding raised: $●●●m
  • Backers: ●●●●●●●●●●
  • Acquisitions: ●●
View full OnSpecta company profile →
Arm Logo

Arm

HQ: United Kingdom Website
  • Description: Provider of semiconductor IP and development tools for digital electronic product development, including Arm Cortex-A/M/R, Neoverse, Ethos, and SecurCore processor IP; Immortalis graphics and Mali camera/ISP; security IP supporting the Platform Security Architecture; configurable system IP; and the Neoverse V2 CPU for HPC and AI/ML, featuring up to 256 cores and 512MB system-level cache.
  • Rationale: This competitor operates in a highly similar market segment with overlapping features.
  • Company type: Private company
  • Employees: ●●●●●
  • Total funding raised: $●●●m
  • Backers: ●●●●●●●●●●
  • Acquisitions: ●●
View full Arm company profile →
WhyLabs Logo

WhyLabs

HQ: United States Website
  • Description: Provider of security and observability for real-time predictive and generative AI. Offers LLM and multimodal monitoring; MLOps observability for traditional models; model health and drift detection via statistical and derived metrics; and AI application protection that blocks harmful interactions and guards against prompt injections, data leakage, and unapproved topics.
  • Rationale: This competitor operates in a highly similar market segment with overlapping features.
  • Company type: Private company
  • Employees: ●●●●●
  • Total funding raised: $●●●m
  • Backers: ●●●●●●●●●●
  • Acquisitions: ●●
View full WhyLabs company profile →
Aleph Alpha Logo

Aleph Alpha

HQ: Germany Website
  • Description: Provider of an augmented intelligence platform leveraging large language models to enhance human expertise and enable intelligent products for enterprises and governments. Offers deep customization and fine-tuning, integration into varied architectures, flexible deployment with accelerator support, workforce insights, built-in compliance, and transparent, auditable, explainable AI.
  • Rationale: This competitor operates in a highly similar market segment with overlapping features.
  • Company type: Private company
  • Employees: ●●●●●
  • Total funding raised: $●●●m
  • Backers: ●●●●●●●●●●
  • Acquisitions: ●●
View full Aleph Alpha company profile →
Semantic Machines Logo

Semantic Machines

HQ: United States Website
  • Description: Provider of next-generation conversational AI technology, with novel dialogue and NLP models and approaches for automatically generating limitless AI assistant system capacity to revolutionize human-to-computer interaction, customer service, and home automation.
  • Rationale: This competitor operates in a highly similar market segment with overlapping features.
  • Company type: Private company
  • Employees: ●●●●●
  • Total funding raised: $●●●m
  • Backers: ●●●●●●●●●●
  • Acquisitions: ●●
View full Semantic Machines company profile →
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2.M&A buyers

2.1 Potential strategic acquirers in the sector

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2.2 - Strategic buyer groups for Fiddler AI

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Buyer group 1: ████████ ████████

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Buyer group 2: ████████ ████████

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Description: ████████ ████████ ████████ ████████ ████████ ████████ ████████ ████████ ████████ ████████
Key Products: ████████, ████████, ████████, ████████
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Buyer group 3: ████████ ████████

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Description: ████████ ████████ ████████ ████████ ████████ ████████ ████████ ████████ ████████ ████████
Key Products: ████████, ████████, ████████, ████████
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3. Investors and private equity firms

3.1 - Buyout funds investing in similar companies to Fiddler AI

2.2 - Growth funds investing in similar companies to Fiddler AI

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4 - Top valuation comps for Fiddler AI

4.2 - Public trading comparable groups for Fiddler AI

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4.3 - M&A Transactions similar to Fiddler AI

Selected M&A transactions

Date Target Description Buyer(s) Relevance EV EV/Revenue EV/EBITDA
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Frequently Asked Questions

About Fiddler AI

What does Fiddler AI do?

Fiddler AI is a provider of enterprise model performance management and AI observability software to monitor, explain, analyze, and improve AI models, including predictive, generative, and large language models. Offerings include ML model monitoring for data drift and degradation, explainable AI for human-readable decisions, and LLM monitoring for hallucinations, PII, and toxicity.

Who are Fiddler AI's competitors?

Fiddler AI's competitors and similar companies include OnSpecta, Arm, WhyLabs, Aleph Alpha, and Semantic Machines.

Where is Fiddler AI headquartered?

Fiddler AI is headquartered in United States.

How many employees does Fiddler AI have?

Fiddler AI has 1,000 employees 🔒.

When was Fiddler AI founded?

Fiddler AI was founded in 2010 🔒.

What sector and industry vertical is Fiddler AI in?

Fiddler AI is in the Enterprise Software 🔒 sector and industry

M&A Buyers & Acquirers for Fiddler AI

Who are the top strategic acquirers in Fiddler AI's sector and industry

Top strategic M&A buyers and acquirers in Fiddler AI's sector include ████████, ██████████, ██████, ████████, and ██████████ 🔒.

Which M&A buyer groups are most relevant for Fiddler AI?

Top strategic M&A buyers groups and sectors for Fiddler AI include █████████████████ , ████████████████, █████████████, ████████████, and ████████████████ 🔒.

Financial Investors investing in Fiddler AI's sector and industry vertical

Which are the top PE firms investing in Fiddler AI's sector and industry vertical?

Top PE firms investing in Fiddler AI's sector and industry vertical include ████████, ██████████, ████████, and ██████████ 🔒.

Who are the top buyout funds acquiring in Fiddler AI's sector and industry vertical?

Active PE funds and buyout funds acquiring companies in Fiddler AI's sector and industry vertical include █████████, ██████████, ████████████, and ████████████ 🔒.

Who are the top growth equity funds investing in companies in Fiddler AI's sector and industry vertical?

Growth funds and venture capital funds investing in companies similar to Fiddler AI include █████████, ██████████, ████████████, and ████████████ 🔒.

Valuation benchmarks of companies in Fiddler AI's sector and industry

Which are the key public companies that are relevant trading comps benchmarks for Fiddler AI?

The key public trading comparables and valuation benchmarks for Fiddler AI include █████████, ██████████, ████████████, and ████████████ 🔒.

Which are the key trading comparable groups for Fiddler AI for public valuation benchmarks?

Our platform tracks detailed public trading comparable groups and valuation benchmarks for Fiddler AI with complete valuation multiples, growth metrics, and profitability data. Access the full database to benchmark your company against relevant public comparables.

What are recent M&A transactions in Fiddler AI's sector and industry vertical?

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What are recent capital raises and funding rounds in Fiddler AI's' sector and industry vertical?

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