Box vs SAP

Box — Application · Public · $4.8B mkt cap · 4 of 4 figures sourced  |  SAP — Application · Public · $256.3B mkt cap · 4 of 4 figures sourced

Relationship

Box Extract and SAP Document AI do comparable work on document extraction; both also serve buyers who need to extract facts from text; larger scale (public).

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 typeLarger scale

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

Ludbee capability tags · from the product records

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

Ludbee product records

Larger scale — SAP: $256.3B market cap, against Box's $4.8B market cap.

Ludbee scale figures · valuation, market cap or revenue estimate

Aligned comparison

FieldBoxSAP
Market cap$4.8B$256.3B SAP has 53× more
Employees2,912111,397 SAP has 38× more
Founded20051972 33 yrs earlier
StatusPublicPublic match
CategoryApplicationApplication match
Stack layerAI agent, Agent platform, Application, Developer tool, PlatformAI agent, Application, Data service, Developer tool, Infrastructure service, Platform
HeadquartersRedwood City, USAWalldorf, Germany

Capability overlap

Shared · 4

Agent orchestrationDocument extractionKnowledge retrievalWorkflow automation

Not verified for SAP · 2

SummarizationText generation

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

Not verified for Box · 7

Agentic codingCode generationData analysisEvaluation and observabilityFinancial analysisGuardrails and safetyModel inference

Recorded for SAP. 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.

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.

SAP

Application

JouleApplication

Natural-language generative-AI copilot embedded across SAP's cloud applications, answering questions and taking actions across HR, finance, supply chain, procurement and customer-experience data.

SAP Cash ApplicationApplication

Embedded machine learning that automates matching of incoming payments to open invoices in accounts receivable, learning continuously from accountants' correction behaviour.

SAP Document AIApplication

End-to-end intelligent document processing for structured and unstructured business documents, using OCR, pretrained transformers and LLMs to extract and validate data, embedded across SAP applications such as Ariba, S/4HANA Cloud and Concur.

SAP Joule for ConsultantsApplication

AI assistance for consultants working on SAP implementation and cloud-transformation projects, grounded in a knowledge base of SAP-focused content.

AI agent

Joule Agents and Joule AssistantsAI agent

AI agents encoded with SAP business-process expertise that automate workflows at scale, coordinated by context-aware assistants across finance, supply chain, spend management, HR and customer-experience functions.

Joule WorkAI agent

A unified workspace where people describe a goal in natural language and Joule surfaces insights, automates routine work and coordinates Joule Agents across SAP and non-SAP systems, available as web, desktop and mobile apps.

Developer tool

Joule StudioDeveloper tool

SAP's AI-first development environment for building custom AI agents, apps and workflows with low-code and pro-code tools, powered by the SAP Business AI Platform.

SAP Joule for DevelopersDeveloper tool

Embedded AI capabilities in SAP Build and ABAP Cloud that generate application code, data models, tests and UI from natural-language prompts, including an SAP-trained ABAP large language model.

Platform

SAP AI Agent HubPlatform

Vendor-agnostic command center for discovering, inventorying, governing and evaluating AI agents, LLMs and MCP servers across SAP, Microsoft, Google, AWS, Databricks and ServiceNow, with observability, identity/access control and agent mining.

SAP AI LaunchpadPlatform

Centralized AI lifecycle management across multiple SAP AI Core runtime instances -- resource groups, generative AI prompt lifecycle, model training/deployment and consumption analytics for SAP BTP.

SAP Business Data CloudPlatform

Unifies and governs SAP and third-party data via a business data fabric, providing the trusted data foundation for agentic AI (Joule Agents); bundles SAP Analytics Cloud, Datasphere, Business Warehouse, Databricks, HANA Cloud and Master Data Governance under one data platform.

SAP Generative AI HubPlatform

Centralized platform for accessing SAP and third-party generative AI models through SAP AI Core, with prompt experimentation, orchestration and inference observability for building enterprise AI applications.

No counterpart

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

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.

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

Infrastructure service

EU AI CloudInfrastructure service

Sovereign cloud environment giving European enterprises and German public-sector organizations governed access to auditable LLMs from SAP and partners (including Cohere and Mistral AI), built on SAP Cloud Infrastructure to meet EU AI Act and GDPR requirements.

Data service

SAP Knowledge GraphData service

Connects a company's SAP data fabric to AI for grounded, hallucination-resistant answers; grounds Joule and other AI services in customer business context, with pre-populated knowledge graphs for SAP solutions.