Dataiku vs Yellow.ai

Dataiku — Application · Private · $3.7B valuation · 4 of 4 figures sourced  |  Yellow.ai — Application · Private · 2 of 2 figures sourced

Relationship

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

Aligned comparison

FieldDataikuYellow.ai
Size$3.7B valuationnot disclosed
Employees1,250650 Yellow.ai has 48% fewer
Founded20132016 3 yrs later
StatusPrivatePrivate match
CategoryApplicationApplication match
Stack layerAI agent, Agent platform, Infrastructure service, PlatformAI agent, Agent platform, Application, Developer tool
HeadquartersNew York, USASan Mateo, USA

Capability overlap

Shared · 3

Agent orchestrationData analysisEvaluation and observability

Not verified for Yellow.ai · 5

Data securityGuardrails and safetyModel inferenceModel trainingWorkflow automation

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

Not verified for Dataiku · 4

Customer supportKnowledge retrievalVoice agentVoice conversion

Recorded for Yellow.ai. 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

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.

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.

Yellow.ai

AI agent

Nexus VoxAI agent

Enterprise voice AI platform running voice agents with cloned, human-sounding voices.

Agent platform

Yellow.ai Agentic AI PlatformAgent platform

Customer- and employee-facing agents built without code: an agent builder across channels, a knowledge base the company calls agentic RAG, a copilot for previewing and debugging what an agent did, automated testing before release, and Nexus Vox for voice.

No counterpart

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

Platform

DataikuPlatform

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

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.

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

Application

Agent AssistApplication

AI suggestions and workflows for human support teams handling live conversations.

Agent BuilderApplication

Build enterprise customer-service AI agents from natural-language prompts.

AnalyzeApplication

Conversation analytics over AI agent interactions, with visibility into customer behaviour and agent performance.

Conversational Knowledge BaseApplication

Retrieves enterprise knowledge for conversational agents using agentic RAG.

Email AutomationApplication

Uses LLMs to understand unstructured support emails, infer intent and urgency, and trigger automated resolution or escalation workflows.

Developer tool

AI CopilotDeveloper tool

Tests and debugs AI agents built on the Yellow.ai platform.

Automated TestingDeveloper tool

Generates and executes quality tests for AI agents built on the Yellow.ai platform.