OpenAI vs Rogo

OpenAI — Foundation Models · Private · Late-stage · 4 of 4 figures sourced  |  Rogo — Application · Private · Late-stage · 2 of 2 figures sourced

Relationship

Rogo's own announcement describes a strategic collaboration with OpenAI to bring deep research into finance workflows.

3 shared capabilitiesShared product typeSourced partner

3 shared capabilities — Across all their products, both list document extraction, evaluation and observability and knowledge retrieval.

Ludbee capability tags · every product each company sells

Shared product type — Both ship AI agent and application.

Ludbee product records

Sourced partner — “Rogo announced a strategic collaboration with OpenAI to embed deep research capabilities into custom workflows for investment banks, private equity firms and hedge funds.”

rogo.com · checked 2026-10-13

Aligned comparison

FieldOpenAIRogo
StageLate-stageLate-stage match
Founded20152022 7 yrs later
StatusPrivatePrivate match
CategoryFoundation ModelsApplication
Stack layerAI agent, Agent platform, Application, Model APIAI agent, Application, Platform
HeadquartersSan Francisco, USANew York, USA

Capability overlap

Shared · 3

Document extractionEvaluation and observabilityKnowledge retrieval

Not verified for Rogo · 16

Agent orchestrationAgentic codingCode generationCode reviewComputer useData analysisData securityImage generationPresentation generationSpeech to textSummarizationText generationText to speechThreat detection and responseSearch answersWorkflow automation

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

Not verified for OpenAI · 2

Financial analysisGuardrails and safety

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

Products, side by side

Hand-checked pairing

OpenAI

Application

ChatGPTApplication

Assistant for chat, web search, file analysis and image generation, used in the browser and in desktop and mobile apps; developers can build custom in-chat apps for it via the Apps SDK, built on the Model Context Protocol.

ChatGPT AtlasApplication

OpenAI's agentic web browser. Deprecated on 9 August 2026, with its browser-based agentic capabilities moved into ChatGPT and Codex.

ChatGPT GovApplication

A version of ChatGPT that US government agencies deploy in their own Microsoft Azure commercial or Azure Government cloud, so the agency manages its own security, privacy and compliance.

ChatGPT SpaceApplication

Shared workspace in ChatGPT for pages and uploaded files that a user edits together with teammates, ChatGPT and their dot; replaced Library on Pro, Business and Enterprise plans.

ChatGPT for ExcelApplication

ChatGPT in the Excel ribbon: builds and edits spreadsheets, formulas and formatting from plain-language requests, answers questions about what is in the workbook, and asks permission before changing it. OpenAI's own page bundles this with a separate ChatGPT for Google Sheets add-in; this record covers the Excel add-in only.

ChatGPT for PowerPointApplication

ChatGPT in the PowerPoint ribbon: creates new slides, rewrites and restructures an existing deck, and turns notes, documents or spreadsheets into presentation-ready content while keeping the output editable in PowerPoint.

ChatGPT for WordApplication

ChatGPT in a Microsoft Word sidebar: drafts, revises and reorganizes the open document from notes or pasted source text, pulling in context from connected apps like Outlook, SharePoint, Google Workspace and Dropbox.

SoraApplication

OpenAI's text-to-video product. The web and app experiences were discontinued on 26 April 2026; OpenAI's deprecations page lists the Sora 2 models and Videos API for removal from the API on 24 September 2026, a date now passed.

AI agent

CodexAI agent

Coding agent that reads, edits and runs a codebase from the terminal, an IDE extension and the ChatGPT web app.

Codex SecurityAI agent

Codex Security is an application security agent that helps teams find, confirm, and fix vulnerabilities.

dotsAI agent

Always-on personal agents inside ChatGPT, each with its own cloud computer, that learn from feedback and work toward a user's goals around the clock; one is included with Pro and Business Premium.

Rogo

Application

WatchtowerApplication

Provides controls for AI models, spending, permissions, policies, and agent activity within Rogo.

AI agent

FelixAI agent

Financial analyst agent that researches companies and drafts materials for bankers and investors.

No counterpart

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

Agent platform

OpenAI DaybreakAgent platform

OpenAI's cybersecurity offering, bringing together frontier cyber models, Codex Security and partner workflows to find, validate and fix vulnerabilities, with an access-gated Daybreak Red tier for authorised vulnerability research and red teaming.

OpenAI FrontierAgent platform

Enterprise platform for connecting AI agents to systems of record and running them under enterprise identity, access and observability controls.

Model API

OpenAI APIModel API

Hosted API for OpenAI's text, image, audio and embedding models, billed per token.

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

Platform

RogoPlatform

Searches and answers questions across a firm's filings, transcripts and internal documents.

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