Fin vs Zoom

Fin — Application · Acquired · $3.6B valuation · 4 of 4 figures sourced  |  Zoom — Application · Public · $28.7B mkt cap · 4 of 4 figures sourced

Relationship

Copilot and Zoom CX Insights do comparable work on customer support; both also serve buyers who need to handle customer support conversations; Fin is acquired, with no independent scale.

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

6 of 7 capabilitiesShared product type

6 of 7 capabilities — Shares customer support, data analysis, evaluation and observability and 3 more.

Ludbee capability tags · from the product records

Shared product type — Both ship AI agent, API service and application.

Ludbee product records

Aligned comparison

FieldFinZoom
Size$3.6B valuation$28.7B mkt cap different basis
Employees1,0137,438 Zoom has 7.3× more
Founded20112011 match
StatusAcquiredPublic
CategoryApplicationApplication match
Stack layerAI agent, API service, Application, Infrastructure serviceAI agent, API service, Application, Platform
HeadquartersSan Francisco, USASan Jose, USA

Capability overlap

Shared · 6

Customer supportData analysisEvaluation and observabilityKnowledge retrievalVoice agentWorkflow automation

Not verified for Zoom · 1

Model inference

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

Not verified for Fin · 11

Agent orchestrationDocument extractionHR and recruitingMeeting notesPresentation generationSales outreachSpeech to textSummarizationText generationText to speechTranslation

Recorded for Zoom. Fin’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

Fin

Application

CopilotApplication

Agent-assist AI assistant for human support reps that answers their questions and drafts replies from the company's public articles, internal articles and conversation history inside the helpdesk inbox.

Fin AnalyzeApplication

Analytics suite covering every Fin and human conversation: Insights (team performance and trends), Monitors (continuous QA scoring across AI and human interactions) and Recommendations (prioritized fixes for unresolved conversations).

API service

Fin API PlatformAPI service

Access-gated API suite exposing Fin's customer-service models and retrieval pipeline directly to developers, comprising the Fin Apex, Fin Apex Flash, Fin RAG, Fin Retrieval and Fin Reranker APIs.

AI agent

Fin AI AgentAI agent

Customer-facing AI support agent that resolves questions from a company's knowledge sources, takes actions in connected systems via multi-step Procedures, and hands off to a human when it cannot resolve the request; answers are generated by Intercom's in-house Fin CX model suite, led by Fin Apex 1.0.

Fin OperatorAI agent

Autonomous operations agent that tunes the Fin agent's configuration, keeps its knowledge sources current, detects incidents and surfaces prioritised improvements from conversation data, with changes gated behind human approval.

Fin VoiceAI agent

Voice AI agent that handles inbound and outbound phone calls using the same knowledge sources, actions and procedures as the Fin text agent, over a phone number provisioned in Intercom or over a customer's own PSTN/SIP telephony.

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.

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.

No counterpart

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

Infrastructure service

Fin AI EngineInfrastructure service

Patented seven-phase retrieval/response architecture (query refinement, content retrieval, reranking, generation, accuracy validation, engine optimization, security) powering Fin's customer-service products, including the Fin Apex 1.0 generative model.

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

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.