Company profile: Feature Labs
1.1 - Company Overview
Company description
- Provider of tools and APIs for data science and feature engineering automation, including EvalML, a tool that assists in building machine learning models and provides guidance for understanding systems and generating predictions.
Products and services
- Data Science Automation Tools: Engineers research-backed tooling that automates data science workflows by accelerating feature engineering automation within model-building processes
- EvalML: Offers MIT-CSAIL-derived tooling that assists in building machine learning models, delivering guidance for understanding systems and producing predictions from data
- Feature Engineering Automation APIs: Supplies automation-focused APIs that automate feature engineering for data science, enabling programmatic execution aligned with the company’s tools and research roots
Key contacts
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Financial details
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1.2 - Competitors and similar companies to Feature Labs
LayerX
HQ: United States
Website
- Description: Provider of advanced data analytics and monitoring software for networking and unified communications operators, delivering rich insight into application performance and underlying network layers across multiple IT domains. Supports premise or cloud, single or multi-vendor, server or virtualized, standard or custom environments via a patented platform.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
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- Total funding raised: $●●●m
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Datameer
HQ: United States
Website
- Description: Provider of cloud-native, low-code/no-code data transformation and modeling for data engineers and analysts directly in Snowflake and cloud warehouses, offering pipelines for integration, enrichment, cleaning, and automation; job management in a secure framework; data quality monitoring; cost control tools and dashboards; and AI-powered project documentation and discovery.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
- Backers: ●●●●●●●●●●
- Acquisitions: ●●
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Attivio
HQ: United States
Website
- Description: Provider of natural language processing, machine learning, text analytics, and AI-powered search at scale, putting search at the core of the enterprise to uncover truths and surface insights that improve productivity, create greater customer intimacy, and decrease risk; used by Fortune 1000 to deliver answers across Customer Support, Unified Digital Workplace, and Risk Avoidance scenarios.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
- Backers: ●●●●●●●●●●
- Acquisitions: ●●
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ThoughtSpot
HQ: United States
Website
- Description: Provider of an AI-native intelligence platform enabling everyone to explore data and uncover actionable insights via a search interface. Offers ThoughtSpot Analytics for AI-powered insights, Mode for complex ad hoc analysis with AI-assisted code writing, ThoughtSpot Everywhere to embed analytics via an SDK, SpotIQ for automated personalized insights using machine learning and generative AI, ThoughtSpot Mobile, and ThoughtSpot for Excel.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
- Backers: ●●●●●●●●●●
- Acquisitions: ●●
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Karmasphere
HQ: United States
Website
- Description: Provider of customer analytics solutions that unlock Hadoop’s potential, delivering deep insights on big data to optimize every customer touch point. Offers a collaborative analytics workspace for business analysts using SQL and automated big data workflows, including data ingestion and data cleansing.
- 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 Karmasphere 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 Feature Labs
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Buyer group 3: ████████ ████████
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3. Investors and private equity firms
3.1 - Buyout funds investing in similar companies to Feature Labs
2.2 - Growth funds investing in similar companies to Feature Labs
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4 - Top valuation comps for Feature Labs
4.2 - Public trading comparable groups for Feature Labs
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