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Company profile: Lilac

1.1 - Company Overview

Lilac Logo

Lilac

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

Company description

  • Provider of data science tools to improve data quality for generative AI applications and LLMs. Its Lilac Garden enables fast dataset computations, clustering and titling a million data points in 20 minutes, and embedding datasets at half a billion tokens per minute. Features include clustering, semantic and keyword search, edit and compare fields, PII, duplicate and language detection, custom signals, and fuzzy-concept search with refinement.

Products and services

  • Lilac Garden: Industrial-grade tool that accelerates dataset computations, clustering and titling one million data points in 20 minutes and embedding datasets at half a billion tokens per minute
  • Semantic & Keyword Search: Enterprise-grade retrieval that enables users to find data points using both semantic meaning and specific keywords for generative AI and language model datasets
  • PII, Duplicates, Language Detection, or Custom Signal: Compliance-grade tooling that identifies PII, detects duplicates, determines language, and flags custom signals to improve dataset quality for generative AI

Key contacts

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Financial details

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1.2 - Competitors and similar companies to Lilac

Recraft Logo

Recraft

HQ: United States Website
  • Description: Provider of a generative AI design platform that enables professional designers, illustrators, and marketers to create and edit high-quality visuals, including vector art, illustrations, icons, and 3D graphics. Its proprietary Recraft V3 model offers precise control over visual elements, including placement and appearance of text and images.
  • 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 Recraft company profile →
Aizle Logo

Aizle

HQ: United Kingdom Website
  • Description: Provider of an artificial intelligence data platform that generates trusted synthetic data to enable zero-risk data access and availability, eliminating privacy issues and overcoming data and security limits.
  • 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 Aizle company profile →
Brand Engagement Network Logo

Brand Engagement Network

HQ: United States Website
  • Description: Provider of conversational AI interfaces, consumer engagement, and digital assistance with human-like multi-modal interactions, BEN AI for natural language responses and problem-solving across devices, data security, global privacy compliance, accuracy and performance at scale, NLP understanding with memory, and responses with expressions, gestures, and emotions.
  • 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 Brand Engagement Network company profile →
Vantage Discovery Logo

Vantage Discovery

HQ: United States Website
  • Description: Provider of a generative AI-powered SaaS search and content discovery platform delivering personalized shopping recommendations and semantic search. Offers the Vantage API to shift from keyword to intent-aware search, natural language search, and More-Like-This/These similarity features based on semantic meaning and visual characteristics, enabling production-ready solutions in hours.
  • 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 Vantage Discovery company profile →
Touchcast Logo

Touchcast

HQ: United States Website
  • Description: Provider of a generative AI and mixed reality platform for immersive, interactive virtual and hybrid events, integrating content creation, management, and distribution. Products include Genything for generative media content (presentations, podcasts, virtual events), Ciscape for generative CMS and website personalization, and CogCache, a cognitive CDN optimizing AI model operations and Generative Web performance.
  • 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 Touchcast 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 Lilac

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Buyer group 1: ████████ ████████

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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 Lilac

2.2 - Growth funds investing in similar companies to Lilac

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4 - Top valuation comps for Lilac

4.2 - Public trading comparable groups for Lilac

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4.3 - M&A Transactions similar to Lilac

Selected M&A transactions

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

About Lilac

What does Lilac do?

Lilac is a provider of data science tools to improve data quality for generative AI applications and LLMs. Its Lilac Garden enables fast dataset computations, clustering and titling a million data points in 20 minutes, and embedding datasets at half a billion tokens per minute. Features include clustering, semantic and keyword search, edit and compare fields, PII, duplicate and language detection, custom signals, and fuzzy-concept search with refinement.

Who are Lilac's competitors?

Lilac's competitors and similar companies include Recraft, Aizle, Brand Engagement Network, Vantage Discovery, and Touchcast.

Where is Lilac headquartered?

Lilac is headquartered in United States.

How many employees does Lilac have?

Lilac has 1,000 employees 🔒.

When was Lilac founded?

Lilac was founded in 2010 🔒.

What sector and industry vertical is Lilac in?

Lilac is in the Enterprise Software 🔒 sector and industry

M&A Buyers & Acquirers for Lilac

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

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Financial Investors investing in Lilac's sector and industry vertical

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

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Valuation benchmarks of companies in Lilac's sector and industry

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

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

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

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