Dropbox vs LightOn

Dropbox — Application · Public · $7.8B mkt cap · 4 of 4 figures sourced  |  LightOn — Foundation Models · Public · $29.6M mkt cap · 3 of 3 figures sourced

Relationship

Dropbox Dash and LightOn Enterprise do comparable work on summarization; smaller scale (public).

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 capabilitiesShared product typeSmaller scale

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

Ludbee capability tags · from the product records

Shared product type — Both ship application.

Ludbee product records

Smaller scale — LightOn: $29.6M market cap, against Dropbox's $7.8B market cap.

Ludbee scale figures · valuation, market cap or revenue estimate

Aligned comparison

FieldDropboxLightOn
Market cap$7.8B$29.6M LightOn has 262× smaller
Employees2,11340 LightOn has 53× fewer
Founded20072016 9 yrs later
StatusPublicPublic match
CategoryApplicationFoundation Models
Stack layerApplicationAPI service, Application
HeadquartersSan Francisco, USAParis, France

Capability overlap

Shared · 3

Document extractionKnowledge retrievalSummarization

Not verified for LightOn · 2

Search answersWorkflow automation

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

Not verified for Dropbox · 2

Text generationVector search

Recorded for LightOn. Dropbox’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

Dropbox

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.

LightOn

Application

LightOn EnterpriseApplication

Chat interface deployed inside an organisation that answers from its own documents, hosted in the EU.

No counterpart

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

API service

LightOn APIAPI service

Retrieval API with parse, extract and retrieve endpoints for building document-grounded applications.

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