Databricks vs Zoom

Databricks — Infrastructure · Private · $190B valuation · 5 of 5 figures sourced  |  Zoom — Application · Public · $28.7B mkt cap · 4 of 4 figures sourced

Relationship

AI/BI and Zoom AI Productivity Suite do comparable work on presentation generation; smaller scale (public).

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

7 of 12 capabilitiesShared product typeSmaller scale

7 of 12 capabilities — Shares agent orchestration, data analysis, document extraction and 4 more.

Ludbee capability tags · from the product records

Shared product type — Both ship application and platform.

Ludbee product records

Smaller scale — Zoom: $28.7B market cap, against Databricks's $190B valuation.

Ludbee scale figures · valuation, market cap or revenue estimate

Aligned comparison

FieldDatabricksZoom
Size$190B valuation$28.7B mkt cap different basis
Employees10,0007,438 Zoom has 26% fewer
Founded20132011 2 yrs earlier
StatusPrivatePublic
CategoryInfrastructureApplication
Stack layerAgent platform, Application, Data service, Developer tool, Infrastructure service, Model API, PlatformAI agent, API service, Application, Platform
HeadquartersSan Francisco, USASan Jose, USA

Capability overlap

Shared · 7

Agent orchestrationData analysisDocument extractionEvaluation and observabilityPresentation generationKnowledge retrievalWorkflow automation

Not verified for Zoom · 5

Guardrails and safetyModel hostingModel inferenceModel trainingVector search

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

Not verified for Databricks · 10

Customer supportHR and recruitingMeeting notesSales outreachSpeech to textSummarizationText generationText to speechTranslationVoice agent

Recorded for Zoom. 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.

Zoom

Application

Bonsai by ZoomApplication

All-in-one client, project and financial management platform with AI (ZoomMate) turning Zoom calls into CRM updates, project launches and task creation.

BrightHireApplication

Interview intelligence for hiring teams: AI copilots that plan and record interviews and generate notes, plus BrightHire Screen, an always-on AI interviewer sold on its own or bundled with the interview-intelligence platform.

Zoom AI Expert AssistApplication

AI agent-assist layer for contact centre staff providing real-time guidance, contextual insights and automation of backend CRM and billing tasks with supervisor guardrails.

Zoom AI Productivity SuiteApplication

A bundled set of AI-native productivity apps - Slides, Sheets, Paper and Canvas - sold as a standalone subscription or as an add-on to Zoom Workplace licences.

Zoom CX InsightsApplication

Agentic analytics layer for contact centres that answers natural-language questions across workforce management, quality management, virtual agent and interaction data without dashboards.

Zoom CanvasApplication

Collaborative document and wiki workspace, formerly Zoom Docs, that turns team conversations into documents, data tables and forms with AI drafting and summarization.

Zoom My NotesApplication

AI note-taking product that captures and summarizes meetings and conversations, sold as its own tier and also included in Workplace and ZoomMate plans.

Zoom PaperApplication

AI word processor that drafts documents from conversation context, restructures content, adjusts tone and translates into 17 languages, preserving Word and Google Docs formatting.

Zoom Quality ManagementApplication

Quality-management layer of Zoom Contact Center that uses AI to score every customer interaction automatically instead of a sampled few, reads sentiment through speech analytics, and lets supervisors question the results in plain language through Ask QM.

Zoom Revenue AcceleratorApplication

Conversation-intelligence platform that transcribes and analyses sales calls to surface buying signals and objections, with real-time coaching, deal tracking and CRM sync.

Zoom SheetsApplication

AI spreadsheet that answers natural-language questions over data, generates formulas from plain language, and imports structure from PDFs, enterprise apps and meeting transcripts.

Zoom SlidesApplication

AI presentation tool that turns meeting discussions, transcripts or text prompts into on-brand decks, with co-editing and .pptx export.

Zoom Workforce ManagementApplication

Staffing and scheduling layer of Zoom Contact Center that uses AI to forecast demand from historical patterns across voice, chat, email and work items, generates schedules that balance service level against cost, and re-forecasts during the day as volume shifts.

Platform

Zoom AI On-PremPlatform

Zoom's AI stack running inside a customer's own on-premises or private-cloud environment on Zoom Node, providing local ASR, transcription and agentic search without data leaving the customer's infrastructure.

No counterpart

Databricks sells these in a stack layer with no product recorded for Zoom 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.

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

API service

Zoom Scribe APIAPI service

Enterprise speech-to-text API with batch, fast-synchronous and live transcription modes for meetings, calls and media files, sold per hour of audio processed.

Zoom Summarizer APIAPI service

Summarization API that turns documents, transcripts and text into structured summaries, sold per million characters processed.

Zoom Translator APIAPI service

Text translation API across multiple languages for developers building on Zoom's AI services, sold per million characters processed.

AI agent

Zoom Virtual AgentAI agent

Conversational AI agent for voice and digital channels that resolves customer requests through self-service, AI receptionist and internal IT helpdesk use cases.

ZoomMateAI agent

Agentic AI teammate that acts on meeting and workday context -- searching across Zoom and connected apps (Salesforce, Jira, ServiceNow, Slack, Google, Microsoft), automating follow-up tasks, and drafting documents, slides and reports.