Box vs Cohere

Box — Application · Public · $4.8B mkt cap · 4 of 4 figures sourced  |  Cohere — Foundation Models · Private · $7B valuation · 5 of 5 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

FieldBoxCohere
Size$4.8B mkt cap$7B valuation different basis
Employees2,912500 Cohere has 5.8× fewer
Founded20052019 14 yrs later
StatusPublicPrivate
CategoryApplicationFoundation Models
Stack layerAI agent, Agent platform, Application, Developer tool, PlatformAPI service, Application, Infrastructure service, Model API
HeadquartersRedwood City, USAToronto, Canada

Capability overlap

Shared · 5

Agent orchestrationDocument extractionKnowledge retrievalText generationWorkflow automation

Not verified for Cohere · 1

Summarization

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

Not verified for Box · 4

Email assistanceModel hostingModel inferenceVector search

Recorded for Cohere. 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.

Cohere

Application

CompassApplication

An enterprise search and discovery system over a company's own scattered data, sold as a configured end-to-end product rather than as a raw retrieval API.

NorthApplication

Workplace assistant that runs agents over a company's internal documents and tools, deployable in the customer's own environment.

North AutomationsApplication

Workflow-orchestration layer inside Cohere North that lets employees describe a goal in plain language and turns it into a coordinated, multi-model, multi-step automation with approval checkpoints and usage tracking.

No counterpart

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

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.

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.

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.

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

API service

ParseAPI service

Document parsing that turns enterprise documents, tables and images into structured data for search and agents to consume.

Infrastructure service

Model VaultInfrastructure service

Fully managed, network-isolated SaaS inference platform for serving Cohere's embedding, reranking and generative models in production, with auto-scaling and no rate limits.

Model API

Cohere PlatformModel API

Hosted API for Cohere's generation, embedding and reranking models, billed per token.