Cohere Compass vs. VATES Comparison


Cohere Compass Cohere AI	VATES STANDOUT Inc.	+	+
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About Cohere Compass is an intelligent enterprise search and discovery system that connects agents and models to business data, giving AI applications the context they need through powerful search and retrieval. It uses advanced extraction processes and AI-powered indexing to surface relevant information from enterprise documents with high accuracy. Compass is multimodal, multilingual, and format-agnostic, allowing it to understand images, slides, spreadsheets, PDFs, DOCX files, XLSX files, and other document types. It can connect to existing data sources or accept local document uploads, then automatically process, index, and manage that information without requiring teams to host or scale their own vector database. It is built on Cohere’s Embed and Rerank retrieval models and can support AI agents, retrieval-augmented generation applications, and unified enterprise knowledge search.	About VATES is AI knowledge infrastructure for organizations that need reliable answers from information they control. It keeps knowledge structured, human-readable, and directly editable instead of turning it into opaque vector embeddings. Changes can be reflected in AI responses without rebuilding or re-indexing a vector database. VATES can be used as a standalone conversational interface, embedded into an existing website, or integrated into products and AI workflows through its API. Answers are multilingual and traceable to their underlying knowledge sources. It is designed for operational knowledge such as internal procedures, product information, policies, manuals, and customer support where accuracy, ownership, and traceability matter. The architecture is informed by publicly available research published as DOI-indexed preprints, with the author's research record maintained through ORCID. VATES uses prepaid, usage-based billing with no required monthly subscription.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers, AI teams, and enterprises seeking to connect agents and applications to internal data through secure, scalable search and retrieval	Audience Businesses of any size that want to add a multilingual AI assistant to their website, and developers who need chat infrastructure they can embed via API.
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Supported Free Trial Not Supported	Pricing $5 deposit, pay-as-you-go Usage-based prepaid deposit. No subscription, no monthly minimum, no cancellation fee. $5.00 minimum per top-up. Billed per request from the balance. Current rates are listed on the pricing page. Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Supported Live Online Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Cohere AI Founded: 2019 Canada cohere.com/compass	Company Information STANDOUT Inc. Founded: 2024 Japan vates.standout.jp/
Alternatives troveGEN Intellara Technologies	Alternatives PageIndex
Cohere Embed Cohere	Vectorize
Progress Agentic RAG Progress Software	txtai NeuML
BGE	Pinecone
Mixedbread View All	LlamaIndex View All
Categories Retrieval-Augmented Generation (RAG) Supported	Categories Agentic AI Supported

Integrations ChatGPT Not Supported Claude Not Supported GitHub Supported Gmail Supported Google Drive Supported Jira Supported Linear Supported Microsoft Exchange Supported Microsoft OneDrive Supported Microsoft Outlook Supported Microsoft SharePoint Supported Mistral AI Not Supported Model Context Protocol (MCP) Supported Notion Supported Salesforce Supported Slack Supported Show More Integrations View All 13 Integrations	Integrations ChatGPT Supported Claude Supported GitHub Not Supported Gmail Not Supported Google Drive Not Supported Jira Not Supported Linear Not Supported Microsoft Exchange Not Supported Microsoft OneDrive Not Supported Microsoft Outlook Not Supported Microsoft SharePoint Not Supported Mistral AI Supported Model Context Protocol (MCP) Not Supported Notion Not Supported Salesforce Not Supported Slack Not Supported Show More Integrations View All 3 Integrations
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