Contextual AI vs Dropbox

Contextual AI — Application · Private · $100M raised · 2 of 2 figures sourced | Dropbox — Application · Public · $7.8B mkt cap · 4 of 4 figures sourced

Relationship

Contextual AI Platform and Dropbox Dash do comparable work on document extraction; similar scale (public); ships application rather than the same layer.

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

3 of 5 capabilitiesDifferent layer

3 of 5 capabilities — Shares document extraction, knowledge retrieval and workflow automation.

Ludbee capability tags · from the product records

Different layer — Dropbox ships application, not the same layer.

Ludbee product records

Aligned comparison

FieldContextual AIDropbox

Size$100M raised$7.8B mkt cap different basis

Employees—2,113

Founded20232007 16 yrs earlier

StatusPrivatePublic

CategoryApplicationApplication match

Stack layerAPI service, Agent platform, PlatformApplication

HeadquartersSan Francisco, USASan Francisco, USA match

Capability overlap

Shared · 3

Document extractionKnowledge retrievalWorkflow automation

Not verified for Dropbox · 2

Agent orchestrationVector search

Recorded for Contextual AI. Dropbox’s product records say nothing either way — a missing record is not a missing capability.

Not verified for Contextual AI · 2

SummarizationSearch answers

Recorded for Dropbox. Contextual AI’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

Contextual AI

No shared stack layer with the other side.

Dropbox

No shared stack layer with the other side.

No counterpart

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

API service

Contextual AI RAG Component APIsAPI service

Parsing, reranking and grounded-generation endpoints sold individually for teams building their own retrieval stack.

Agent platform

Agent ComposerAgent platform

Orchestration layer inside the Contextual AI Platform providing an enterprise-scale agent runtime, no-code agent/workflow builder and AI toolkit for multi-step reasoning and multi-tool orchestration over enterprise data.

Platform

Contextual AI PlatformPlatform

Builds and serves retrieval-augmented agents over an organisation's own documents.

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

Application

Dropbox DashApplication

AI-powered universal search and knowledge workspace that connects a team's files, messages and apps into one searchable index.

Reclaim.aiApplication

AI calendar application that automatically schedules tasks, habits, meetings and breaks across Google Calendar and Outlook Calendar.