Dataiku vs Neo4j

Dataiku — Application · Private · $3.7B valuation · 4 of 4 figures sourced  |  Neo4j — Infrastructure · Private · $2B valuation · 2 of 2 figures sourced

Relationship

Dataiku and Neo4j Graph Data Science do comparable work on model training; both also serve buyers who need to train or fine-tune a model; same layer and the same scale band (growth-stage private).

Assembled from the recorded fields for this pair, not hand-checked. The comparison below is read from each company’s own profile.

3 of 8 capabilitiesShared product typeSame scale band

3 of 8 capabilities — Shares agent orchestration, data analysis and model training.

Ludbee capability tags · from the product records

Shared product type — Both ship agent platform and platform.

Ludbee product records

Same scale band — Both growth-stage private.

Ludbee scale bands · from valuation and funding figures

Aligned comparison

FieldDataikuNeo4j
Valuation$3.7B$2B Neo4j has 46% less
Employees1,250—
Founded2013—
StatusPrivatePrivate match
CategoryApplicationInfrastructure
Stack layerAI agent, Agent platform, Infrastructure service, PlatformAgent platform, Application, Platform
HeadquartersNew York, USASan Mateo, USA

Capability overlap

Shared · 3

Agent orchestrationData analysisModel training

Not verified for Neo4j · 5

Data securityEvaluation and observabilityGuardrails and safetyModel inferenceWorkflow automation

Recorded for Dataiku. Neo4j’s product records say nothing either way — a missing record is not a missing capability.

Not verified for Dataiku · 2

Knowledge retrievalThreat detection and response

Recorded for Neo4j. Dataiku’s product records say nothing either way — a missing record is not a missing capability.

Products, side by side

Algorithmic pairing — assembled from recorded fields, not hand-checked

Dataiku

Agent platform

Dataiku Agent HubAgent platform

Centralised control plane inside the Dataiku platform for creating, orchestrating, deploying and tracking AI agents across teams.

Dataiku E2AAgent platform

Expert-to-Agent engine that converts subject-matter-expert know-how into governed AI agents grounded in enterprise data with structured reasoning and human oversight.

Platform

DataikuPlatform

Platform for building, deploying and governing data, machine-learning and agent workflows across an organisation.

Neo4j

Agent platform

Neo4j Aura AgentAgent platform

Low-code builder for agents grounded in a Neo4j knowledge graph, run as managed endpoints on Aura.

Platform

Neo4j Graph Data SciencePlatform

Graph analytics and machine-learning library for Neo4j: 65+ graph algorithms, node embeddings and graph-native ML pipelines for clustering, similarity and classification.

No counterpart

Dataiku sells these in a stack layer with no product recorded for Neo4j yet — nothing on the other side to compare them against.

AI agent

Dataiku CobuildAI agent

AI building agent that turns a business objective written in plain language into a governed Dataiku project of data pipelines, models, agents and applications rendered as an editable visual workflow.

Infrastructure service

Dataiku Agent ManagementInfrastructure service

Cross-platform governance product that discovers every AI agent an enterprise is running -- on Microsoft Copilot Studio, Azure Foundry, Salesforce Agentforce, AWS Bedrock, Google Vertex, Databricks, Snowflake Cortex, n8n or Dataiku itself -- measures each agent's business and technical performance, and flags the ones that pose the greatest risk. Announced 2026-09-24; distinct from Dataiku Agent Hub, which creates and operationalizes agents rather than discovering and governing agents built anywhere.

Dataiku LLM Guard ServicesInfrastructure service

Control layer over the Dataiku LLM Mesh that caps LLM spend, screens prompts and outputs for sensitive or malicious content, and scores model output quality.

Dataiku LLM MeshInfrastructure service

Centralised gateway that routes, meters and governs an organisation's connections to multiple LLM providers from inside the Dataiku platform.

Neo4j sells these in a stack layer with no product recorded for Dataiku yet — nothing on the other side to compare them against.

Application

GraphAware HumeApplication

Graph-powered intelligence analysis platform for government and enterprise, connecting people, organizations, locations and events into a shared intelligence picture; positioned as an open-standard alternative to Palantir Gotham.