Databricks vs Harvey

Databricks — Infrastructure · Private · $190B valuation · 5 of 5 figures sourced  |  Harvey — Application · Private · $11B valuation · 4 of 4 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

FieldDatabricksHarvey
Valuation$190B$11B Harvey has 17× smaller
Employees10,000725 Harvey has 14× fewer
Founded20132022 9 yrs later
StatusPrivatePrivate match
CategoryInfrastructureApplication
Stack layerAgent platform, Application, Data service, Developer tool, Infrastructure service, Model API, PlatformAI agent, Application
HeadquartersSan Francisco, USASan Francisco, USA match

Capability overlap

Shared · 4

Agent orchestrationDocument extractionEvaluation and observabilityKnowledge retrieval

Not verified for Harvey · 8

Data analysisGuardrails and safetyModel hostingModel inferenceModel trainingPresentation generationVector searchWorkflow automation

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

Not verified for Databricks · 2

Legal drafting and reviewSearch answers

Recorded for Harvey. Databricks’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

Databricks

Application

AI/BIApplication

AI-native business-intelligence product comprising AI/BI Dashboards (AI-assisted dashboard/visualization creation) and Genie Spaces (conversational natural-language exploration of data), built into the Databricks Data + AI Platform with Unity Catalog governance and no per-seat licensing.

Genie OneApplication

AI coworker (the evolution of the earlier Databricks Assistant/Genie) that lets business users ask questions, take action and drive outcomes over enterprise data via natural language, integrating with Slack, Teams, Jira, Google Drive and Salesforce, with mobile apps.

Harvey

Application

HarveyApplication

Legal work platform that drafts, reviews and researches documents for law firms and in-house teams.

Harvey Command CenterApplication

Analyzes legal-AI adoption across a firm and recommends improvements.

Harvey Contract IntelligenceApplication

Reviews contracts and extracts portfolio-level insights.

Harvey KnowledgeApplication

Legal, regulatory and tax research across licensed sources, answering questions with citations back to the underlying authority.

Harvey MemoryApplication

Cross-product personalization layer that stores and applies a lawyer's preferred writing conventions, analytical approach and formatting across Harvey's tools (Web App, Outlook, Word Add-In, playbook runs).

Harvey SpacesApplication

Governed AI workspaces for collaborating on legal work.

Harvey VaultApplication

Repository for a firm's legal documents that runs queries and extractions across a whole matter at once rather than file by file.

No counterpart

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

Agent platform

Agent BricksAgent platform

A control plane for building, evaluating, governing and monitoring AI agents across proprietary and open-source models, with native MCP support.

Developer tool

Databricks Model TrainingDeveloper tool

A managed service for fine-tuning open-source LLMs or training custom models on enterprise data using dedicated GPU infrastructure.

Platform

Databricks AIPlatform

Databricks' tooling for building, fine-tuning, serving and evaluating models and agents on lakehouse data.

Databricks Data + AI PlatformPlatform

Lakehouse platform for storing, governing, querying and sharing enterprise data.

Infrastructure service

Unity GatewayInfrastructure service

Enterprise AI gateway providing centralized cost tracking/budgets, model access (Claude, GPT, Gemini, Grok and others), security/governance (access policies, PII/PHI filtering, audit trails), smart routing and observability across an organization's AI systems.

Data service

Databricks AI SearchData service

A managed hybrid semantic, keyword and vector search service (formerly Mosaic AI Vector Search) with automatic data sync and Unity Catalog governance.

Model API

Databricks Model ServingModel API

A managed endpoint service for deploying and governing classical ML models, generative models and agents from one interface.

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

AI agent

Harvey AgentsAI agent

Delegates end-to-end legal research and work-product creation to AI agents, executing multiple tasks in parallel with cited, review-ready outputs.