Company profile: Fiddler AI
1.1 - Company Overview
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
🔒
🔒
Financial details
🔒
1.2 - Competitors and similar companies to Fiddler AI
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
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
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
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
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 →
🔒
2.M&A buyers
2.1 Potential strategic acquirers in the sector
🔒
🔒
🔒
🔒
View all strategic buyers with complete profiles
Start Free Trial →
2.2 - Strategic buyer groups for Fiddler AI
🔒
Buyer group 1: ████████ ████████
●● companies
Description: ████████ ████████ ████████ ████████ ████████ ████████ ████████ ████████ ████████ ████████
Key Products: ████████, ████████, ████████, ████████
🔒
View all companies in this group
Request Free Trial Now →
🔒
Buyer group 2: ████████ ████████
●● companies
Description: ████████ ████████ ████████ ████████ ████████ ████████ ████████ ████████ ████████ ████████
Key Products: ████████, ████████, ████████, ████████
🔒
View all companies in this group
Request Free Trial Now →
🔒
Buyer group 3: ████████ ████████
●● companies
Description: ████████ ████████ ████████ ████████ ████████ ████████ ████████ ████████ ████████ ████████
Key Products: ████████, ████████, ████████, ████████
🔒
View all companies in this group
Request Free Trial Now →
🔓 Unlock all detailed buyer group breakdowns with complete company profiles
Start Free Trial →
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
🔒
View all growth equity funds with complete profiles
Start Free Trial →
4 - Top valuation comps for Fiddler AI
4.2 - Public trading comparable groups for Fiddler AI
🔓 Unlock all public trading comparable groups with complete valuation data
Start Free Trial →