Backboard vs. Cohere Compass Comparison


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About Backboard is an AI infrastructure platform that provides a unified API layer giving applications persistent, stateful memory and seamless orchestration across thousands of large language models, built-in retrieval-augmented generation, and long-term context storage so intelligent systems can remember, reason, and act consistently over extended interactions rather than behave like one-off demos. It captures context, interactions, and long-term knowledge, storing and retrieving the right information at the right time while supporting stateful thread management with automatic model switching, hybrid retrieval, and flexible stack configuration so developers can build reliable AI systems without stitching together fragile workarounds. Backboard’s memory system consistently ranks high on industry benchmarks for accuracy, and its API lets teams combine memory, routing, retrieval, and tool orchestration into one stack that reduces architectural complexity.	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.
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 Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers and AI teams building advanced AI applications that need persistent, stateful memory and seamless access to many large language models	Audience Developers, AI teams, and enterprises seeking to connect agents and applications to internal data through secure, scalable search and retrieval
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 Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $9 per month Free Version Supported Free Trial Not Supported	Pricing No information available. Free Version 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 Not Supported Live Online Supported In Person Not Supported	Training Documentation Supported Webinars Supported Live Online Supported In Person Not Supported
Company Information Backboard Canada backboard.io	Company Information Cohere AI Founded: 2019 Canada cohere.com/compass
Alternatives Hindsight Vectorize	Alternatives Cohere Embed Cohere
EverOS EverMind	Progress Agentic RAG Progress Software
LangMem LangChain	BGE
Membase Unibase	Mixedbread
Maximem View All	Pinecone Rerank v0 Pinecone View All
Categories AI Memory Layers Supported	Categories Retrieval-Augmented Generation (RAG) Supported

Integrations Alma SIS 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 Model Context Protocol (MCP) Not Supported Notion Not Supported Salesforce Not Supported Slack Not Supported Show More Integrations View All 1 Integration	Integrations Alma SIS 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 Model Context Protocol (MCP) Supported Notion Supported Salesforce Supported Slack Supported Show More Integrations View All 13 Integrations
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