Databricks vs Palo Alto Networks

Databricks — Infrastructure · Private · $190B valuation · 5 of 5 figures sourced  |  Palo Alto Networks — Application · Public · $302.9B mkt cap · 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

FieldDatabricksPalo Alto Networks
Size$190B valuation$302.9B mkt cap different basis
Employees10,00016,068 Palo Alto Networks has 61% more
Founded20132005 8 yrs earlier
StatusPrivatePublic
CategoryInfrastructureApplication
Stack layerAgent platform, Application, Data service, Developer tool, Infrastructure service, Model API, PlatformApplication, Platform
HeadquartersSan Francisco, USASanta Clara, USA

Capability overlap

Shared · 5

Agent orchestrationData analysisEvaluation and observabilityGuardrails and safetyWorkflow automation

Not verified for Palo Alto Networks · 7

Document extractionModel hostingModel inferenceModel trainingPresentation generationKnowledge retrievalVector search

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

Not verified for Databricks · 2

Data securityThreat detection and response

Recorded for Palo Alto Networks. 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.

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.

Palo Alto Networks

Application

AI Access SecurityApplication

A cloud-delivered service within Prisma SASE that discovers shadow AI usage and applies access controls and data loss prevention to generative AI applications.

Platform

Cortex XDRPlatform

Endpoint detection and response platform marketed as "the foundation of the AI-driven SOC," with an AI agent assistant (Cortex AgentiX) for investigation and response.

Cortex XSIAMPlatform

An AI-driven security operations platform that unifies SIEM, SOAR and detection-and-response data with automation and AI agents to run a security operations centre.

Precision AIPlatform

Palo Alto Networks' proprietary AI system combining machine learning, deep learning and generative AI to automate threat detection, prevention and remediation across its Strata, Prisma Cloud and Cortex security platforms.

Prisma AIRSPlatform

An AI security platform that discovers, scans and protects AI models, agents, applications and data against runtime and posture threats.

Prisma AIRS AI GatewayPlatform

Runtime gateway component of Prisma AIRS that inspects and governs traffic to and from AI models and agents.

Strata Cloud ManagerPlatform

"The first AI-powered, unified solution for network security management and operations," with an AI assistant (Strata Copilot) and purpose-built AI agents for policy optimization, threat detection and remediation.

No counterpart

Databricks sells these in a stack layer with no product recorded for Palo Alto Networks 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.

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.