What vesoft does

Vesoft is a Cupertino-headquartered database software company founded in October 2018 by veterans of Meta, Ant Group, and X (Twitter). The company develops NebulaGraph, a distributed open-source graph database designed for scalability, high availability, and real-time analytics across large, interconnected datasets. The platform spans four integrated products: NebulaGraph Database (core distributed storage and query engine), NebulaGraph Analytics (large-scale graph computation module), NebulaGraph Cloud (managed service with 14-day free trial), and NebulaGraph AI AP (AI application platform centered on GraphRAG). Technically, NebulaGraph distinguishes itself through full native GQL (Graph Query Language) standard support, Cypher compatibility for developer adoption, embedded vector search, and hybrid graph-vector-text retrieval introduced in the V5.2 GA release (November 2025).

Vesoft operates a hybrid go-to-market combining product-led growth via the open-source community edition with direct enterprise field sales for NebulaGraph Enterprise, Analytics, and Cloud subscriptions. Revenue is generated through three streams: freemium open-source adoption that converts developers to paying customers, recurring enterprise subscriptions (annual and multi-year contracts, quote-based), and usage-based cloud pricing. The company sells horizontally across use cases including fraud detection, real-time recommendations, knowledge graphs, supply chain management, master data management, and increasingly generative AI via GraphRAG. Customer segments span financial services, manufacturing, electric vehicles, and chip design, with the customer base described as 'several large Chinese enterprises' supplemented by self-serve SMB and developer adoption through the Cloud offering. Vesoft has been recognized by Gartner in 2023 as a Representative Vendor in the Market Guide for Graph Database Management Systems.

The company has raised funding across multiple rounds, including an $8M round in June 2020 from Matrix Partners China and Redpoint Ventures China, and a Series A in September 2022 led by Jeneration Capital with participation from Matrix Partners China, Redpoint Ventures China, and Source Code Capital, in a 'low tens of millions' of dollars. Founder Sherman Ye (founder & CEO) leads the company, which operates with 101-250 employees across its US headquarters and Chinese commercial operations.

Name

vesoft

Legal name

vesoft inc.

Website

https://vesoft.com

Company type

Private

Founded year

2018

Operating status

Operating

Headcount range

101–250 employees

Short description

Vesoft is a Cupertino-based database software company that develops NebulaGraph, a distributed open-source graph database used by large enterprises across financial services, manufacturing, electric vehicles, and chip design for real-time analytics, fraud detection, knowledge graphs, and AI applications via GraphRAG.

Ownership category

akta.pro rank

Product category

Graph Database Software

NAICS

Software Publishers (5132), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182)

SIC

Services-Prepackaged Software (7372)

akta.pro primary industry

NewSQL / Distributed SQL Databases (HDAEAAAC)

akta.pro secondary industries

Cloud Managed Services (M365/Azure/AWS/GCP) (BPAEABAE), B2B SaaS & Enterprise Personalization (CRM, Sales, Support) (HDAAAGAJ)

Keywords

• Distributed graph database
• Graph database software
• Open source database
• Knowledge graph platform
• Graph analytics platform

Headquarters

HQ city

Cupertino

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations

Revenue model

1. Open Source / Community Edition: NebulaGraph is available as open-source software with a free community edition, enabling broad developer adoption and community growth. This freemium model drives adoption and converts developers to enterprise customers.
2. Enterprise Subscription (Database, Analytics, Cloud): Commercial enterprise editions (NebulaGraph Enterprise, Analytics, and Cloud) are offered as subscription products with annual or multi-year contracts for large enterprises requiring support, scalability, and advanced features.
3. Cloud Usage-Based Pricing: NebulaGraph Cloud offers cloud-based deployment with usage-based pricing, allowing customers to spin up clusters instantly with a 14-day free trial.

Pricing tiers

Go-to-market motion2 records

Distribution channels3 records

Marketing channels4 records

Core offering

Vesoft develops and sells NebulaGraph, a distributed open-source graph database designed for scalability, performance, and ease of use, delivered through commercial products including NebulaGraph Database, NebulaGraph Analytics, NebulaGraph Cloud, and NebulaGraph AI AP. The platform supports real-time analytics, fraud detection, recommendation engines, knowledge graph applications, and GraphRAG-enabled generative AI workloads, and is offered via free community downloads, paid enterprise subscriptions, and usage-based cloud deployment.

Product overview

Vesoft offers NebulaGraph as a unified distributed graph database platform with multiple integrated products. The core NebulaGraph Database provides scalable, high-performance graph storage and querying. Complementary modules include NebulaGraph Analytics for large-scale graph computations, NebulaGraph Cloud for managed cloud deployment, and NebulaGraph AI AP for AI-powered knowledge retrieval and generative AI capabilities via GraphRAG. The platform supports real-time analytics, fraud detection, recommendation engines, and knowledge graph applications.

Differentiator

Problem solved

Functional benefit

Brands

• NebulaGraph: Distributed open-source graph database designed for scalability, performance, and ease of use
• NebulaGraph Database
• NebulaGraph Analytics
• NebulaGraph Cloud
• NebulaGraph AI AP

Products and services

• NebulaGraph Database Distributed graph database designed for scalability, performance, and ease of use, enabling real-time analytics, fraud detection, recommendation engines, and large-scale data processing for enterprises and developers.
• NebulaGraph Analytics Analytics solution for performing complex graph analytical operations and computations at scale on the NebulaGraph platform.
• NebulaGraph Cloud

Quantifiable outcome

• 100x faster path queries with NebulaGraph Enterprise V5.2
• +1 more outcomes

Segments9 records

Ideal customer profiles1 record

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability4 records

Feature6 records

Scale indicators4 records

Recent moves6 records

Expansion highlights5 records

Direct peers

• Memgraph: Memgraph is an open-source, in-memory distributed graph database with an enterprise edition, targeting real-time analytics and GraphRAG-style AI use cases. It is a close comparable in product positioning, GTM motion, and company stage.
• ArangoDB: ArangoDB is an open-source multi-model database (graph, document, key-value) offering a community edition plus enterprise subscriptions. It competes with NebulaGraph in graph use cases and shares the open-source-to-enterprise monetization model.
• Stardog: Stardog is an enterprise knowledge graph platform combining graph database, semantic web, and data virtualization. It targets similar enterprise knowledge management and GraphRAG use cases as NebulaGraph AI AP.
• TigerGraph: TigerGraph is a venture-backed distributed graph database targeting enterprise analytics use cases similar to NebulaGraph Enterprise. It competes head-to-head in fraud detection, customer 360, and supply chain workloads with comparable GTM and scale.
• Neo4j: Neo4j is the dominant native graph database vendor and the direct incumbent Vesoft positions against. NebulaGraph explicitly publishes migration tooling for Neo4j developers, indicating identical customer base and overlapping use cases (knowledge graphs, fraud detection, recommendations).
• JanusGraph: JanusGraph is an open-source, Linux Foundation-governed distributed graph database optimized for large-scale graph storage and analytics. It is a community-driven alternative to NebulaGraph's open-source edition with similar technical positioning.

Emerging players

• Ontotext: Ontotext provides the GraphDB semantic graph database and knowledge graph platform, primarily serving enterprises with metadata management and AI needs. It is a partial overlap with NebulaGraph in knowledge graph use cases, particularly in Europe.
• Pinecone: Pinecone is a leading managed vector database widely used for LLM retrieval and RAG architectures. It is an emerging competitor in the AI retrieval layer where NebulaGraph positions GraphRAG, making it a strategically important adjacent peer.

Broad incumbents

• Amazon Neptune: AWS Neptune is a fully managed graph database service (Property Graph and RDF) embedded in the AWS ecosystem. It is a broad incumbent that competes on managed cloud graph workloads, with NebulaGraph Cloud positioned as an alternative for multi-cloud or AWS-leveraged customers.
• Azure Cosmos DB (Gremlin API): Microsoft's Azure Cosmos DB offers the Gremlin graph API as part of a globally distributed multi-model database. It competes as a managed hyperscaler alternative to NebulaGraph Cloud for enterprises standardized on Azure.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights7 records

Customer concentration

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds2 records

Investors4 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about vesoft