Box vs NiCE

Box — Application · Public · $4.8B mkt cap · 4 of 4 figures sourced  |  NiCE — Application · Public · $6.5B mkt cap · 4 of 4 figures sourced

Relationship

Box AI and Copilot for Agents do comparable work on summarization; same layer and the same scale band (small-cap).

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

4 of 6 capabilitiesShared product typeSame scale band

4 of 6 capabilities — Shares agent orchestration, knowledge retrieval, summarization and 1 more.

Ludbee capability tags · from the product records

Shared product type — Both ship AI agent, agent platform, application and 1 more.

Ludbee product records

Same scale band — Both small-cap.

Ludbee scale bands · from valuation and funding figures

Aligned comparison

FieldBoxNiCE
Market cap$4.8B$6.5B NiCE has 34% more
Employees2,9128,400 NiCE has 2.9× more
Founded20051986 19 yrs earlier
StatusPublicPublic match
CategoryApplicationApplication match
Stack layerAI agent, Agent platform, Application, Developer tool, PlatformAI agent, Agent platform, Application, Platform
HeadquartersRedwood City, USAHoboken, USA

Capability overlap

Shared · 4

Agent orchestrationKnowledge retrievalSummarizationWorkflow automation

Not verified for NiCE · 2

Document extractionText generation

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

Not verified for Box · 8

Customer supportData analysisEvaluation and observabilityFinancial analysisSales outreachSpeech to textThreat detection and responseVoice agent

Recorded for NiCE. Box’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

Box

Application

Box AutomateApplication

No-code agentic workflow-automation platform that orchestrates intelligent content workflows -- contract approvals, claims processing, document routing -- combining AI agents, data extraction and document processing end to end.

Box ExtractApplication

Agentic data extraction service that pulls structured fields from documents, spreadsheets, images and video in Box using OCR and reasoning models, and writes the results back as Box metadata or returns them via API.

AI agent

Box AI AgentsAI agent

Agents built on the Box platform that combine frontier models from OpenAI, Anthropic and Google with an organization's own content, automating multi-step tasks such as threat analysis and contract review while respecting Box's enterprise permissions.

Agent platform

Box AI StudioAgent platform

No-code environment where Box administrators create, configure, test and deploy custom AI agents scoped to selected documents and models, and control which users can access each agent.

Platform

Box AIPlatform

Generative AI layer across Box's content platform that answers questions over stored documents, summarizes files and folders, and extracts structured data from contracts and forms; agentic, multi-step work is Box AI Agents, recorded separately.

NiCE

Application

Copilot for AgentsApplication

An AI companion for customer service agents that provides real-time coaching and AI-assisted responses to drive agent productivity and engagement.

Copilot for LeadersApplication

A generative-AI product for CX leaders that turns customer interaction data into automated insights and recommended business actions.

Copilot for SupervisorsApplication

An AI copilot for contact centre supervisors that surfaces team analytics and performance monitoring so leaders can drive focus, productivity and engagement.

NiCE Interaction AnalyticsApplication

Analyzes customer conversations for sentiment, intent and root causes.

NiCE Knowledge ManagementApplication

Provides governed knowledge for customers, agents and AI systems.

NiCE Quality ManagementApplication

Evaluates customer interactions using generative AI for automated scoring, summaries and coaching recommendations.

NiCE Workforce ManagementApplication

Forecasts demand and schedules contact-center staffing using AI.

AI agent

AI Agents for Proactive EngagementAI agent

Conversational AI agents that initiate outbound customer conversations across the lifecycle, from onboarding and installation through service and retention.

AI Agents for Sales and MarketingAI agent

AI agents that engage prospects and customers at the moment of intent across touchpoints to win new business and build loyalty.

AI Agents for Self-ServiceAI agent

Agentic AI agents native to CXone that resolve customer requests end to end through intelligent voice and digital chat conversations.

Agent platform

AI Agents for Process AutomationAgent platform

AI agents that take action across connected back-office systems to automate business processes that would otherwise need manual or human-in-the-loop handling.

Platform

CXonePlatform

NiCE's contact-centre platform, sold as AI across the whole journey rather than a bolt-on: AI agents handling self-service and proactive outreach, Enlighten's domain-specific models, and separate copilots for agents and for supervisors.

Xceed AI FRAMLPlatform

NICE Actimize's platform combining fraud prevention and anti-money-laundering compliance in one AI-powered system, aimed at credit unions and community banks; its Xceed AI Fraud, Xceed AI AML and Xceed AI Investigations modules use AI agents to monitor transactions, reduce false positives, prepare SARs and triage investigations.

No counterpart

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

Developer tool

Box MCP serverDeveloper tool

Model Context Protocol server that lets external AI agents search, read and extract metadata from content in Box while enforcing the calling user's existing Box permissions, available as a Box-hosted remote server and as a self-hosted Python project.