Which enterprise AI platforms give teams unified access to company knowledge?
Davis Christenhuis
Dust, Rovo (Atlassian's AI platform), Microsoft Copilot, and Guru give enterprise teams unified access to company knowledge. These platforms let teams search for information across multiple business tools from a single interface.
📌 TL;DR
- Dust: Dust brings an AI Operating System layer to your existing stack, with 50+ connections to tools like Notion, Slack, Google Drive, and Salesforce so teams can build agents that surface information and run workflows.
- Rovo (in Confluence): Atlassian's AI product for Confluence users. Searches Confluence pages and connected tools including Jira, Google Drive, Slack, Salesforce, and Notion through third-party connectors.
- Microsoft Copilot: AI assistant built into Microsoft 365. Searches Teams, SharePoint, OneDrive, and Outlook. Also supports external connectors for tools outside Microsoft 365, though these require IT admin configuration
- Guru: AI knowledge base with verification workflows. Teams create and maintain content within Guru, then access it through Slack, Teams, and browser extensions.
How unified knowledge access improves team operations
Unified knowledge access reduces the time teams spend searching for information. When employees can query all company knowledge from one interface, they find answers without switching between tools or asking colleagues to point them in the right direction.
This creates several advantages:
- Faster onboarding: New employees find answers independently instead of relying on other team members to walk them through where everything lives
- Reduced bottlenecks: Teams move forward without waiting for the same few people to answer recurring questions
- Consistent customer responses: Everyone works from the same information, so customers get accurate answers regardless of who they talk to
- More focus time: Subject matter experts spend less time fielding questions and more time on specialized work only they can do
Enterprise AI platforms for unified knowledge access
Dust — AI Operating System with cross-tool knowledge access
Dust is an AI Operating System that connects to your existing tools and lets teams build agents that search across all sources and complete workflows automatically. The platform offers 50+ integrations including Notion, Slack, Google Drive, Salesforce, GitHub, and Zendesk.
Teams build agents through a no-code interface using natural language instructions. Each agent can access specific data sources based on Space permissions, and teams choose which AI model powers each agent from OpenAI, Anthropic, Google, Mistral, and more.
Customer support teams use agents to pull context from Notion documentation, Slack conversations, and Google Drive files before drafting responses. Sales teams build agents that combine data from Salesforce and internal Notion pages to generate account briefings ahead of calls.
Agents integrate through the web app, Slack, Microsoft Teams, Zendesk, the Chrome extension, or API depending on where teams work. API access also enables connections through workflow platforms like Zapier, Make, and n8n.
Permissions work through Spaces. Teams can make certain agents and data available company-wide through Open Spaces, or restrict access to specific departments using Restricted Spaces.
In this picture you see the Dust agent builder, where teams search for tools by name and connect them to an agent in one click. A search for "sales" surfaces Gong, Salesforce, and Salesloft instantly, each ready to add.
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Rovo — Atlassian's AI search and agent platform
Rovo is Atlassian's AI product that helps teams create, find, and take action on information stored in Confluence, Jira, and across connected third-party tools. Rovo Search extends beyond the Atlassian ecosystem with 50+ connectors including Google Drive, Salesforce, Slack, GitHub, Notion, and Figma.
Teams use Rovo's AI features to draft documents, generate page summaries, and search across Confluence spaces using natural language. Rovo Search retrieves information from both Atlassian and third-party connected tools.
Rovo Studio lets teams build custom AI agents using natural language prompts, without writing code. Rovo Chat and Rovo Agents can take actions like creating Jira tickets, sending Slack messages, and setting up calendar meetings.
Microsoft Copilot — AI assistant for Microsoft 365 environments
Microsoft Copilot is an AI assistant for Microsoft 365 that retrieves information from Teams, SharePoint, OneDrive, Outlook, and other Microsoft applications. The platform works inside the Microsoft 365 environment, answering questions by searching across emails, documents, chat messages, and calendar events.
Teams use Copilot to summarize Teams meetings and extract action items, draft email responses based on conversation context, and find relevant files across SharePoint and OneDrive using natural language queries. The assistant works directly inside Teams, Outlook, Word, and PowerPoint without switching tools.
Copilot respects existing Microsoft 365 permissions so users only see content they are authorized to access. While its core data sources are within Microsoft 365, Copilot supports 100+ connectors for external systems including Salesforce, ServiceNow, Box, and Confluence. These connectors require IT admin configuration.
Guru — AI knowledge base with verification workflows
Guru is an AI knowledge management platform that delivers verified answers from company knowledge bases, with workflow features designed to keep information accurate and up to date. Teams document information in Guru, verify it through subject matter experts, and surface it where employees work through Slack, Teams, and browser extensions.
Subject matter experts verify content on regular schedules to ensure accuracy. AI-powered semantic search retrieves answers based on meaning rather than keyword matching. The browser extension surfaces Guru answers directly in Chrome, Edge, or Opera without switching tools.
Knowledge triggers automatically surface relevant information when viewing specific websites or applications. AI detects duplicate content to keep the knowledge base clean. Teams search and share verified knowledge inside Slack and Teams conversation threads.
Guru combines a governed knowledge base with connections to 100+ external tools. Teams can both create verified content within Guru and index existing information from tools like Google Drive, Confluence, Salesforce, and Slack. Guru's key differentiator is its emphasis on verification workflows and content governance.
Side-by-side comparison
Dust | Confluence AI | Microsoft Copilot | Guru | |
Connects existing tools | ✅ 50+ native integrations | ✅ 50+ connectors (Atlassian + third-party) | ⚠️ Primarily M365; 100+ external connectors (admin-configured) | ✅ 100+ integrations |
No-code agent building | ✅ | ✅ Rovo Studio | ✅ | ⚠️ Knowledge-scoped agents (no-code) |
Model flexibility | ✅ GPT-5, Claude, Gemini, Mistral, and more | ⚠️ Atlassian Intelligence (underlying model not user-selectable) | ⚠️ Azure OpenAI; Anthropic added Sept 2025 | ⚠️ OpenAI GPT (no customer model selection) |
Takes action on knowledge | ✅ Agents complete workflows | ✅ Rovo Agents take actions (Jira, Slack, calendar) | ⚠️ Growing automation capabilities | ⚠️ Primarily search/answer; MCP and Zapier enable some actions |
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Frequently asked questions (FAQs)
What does unified knowledge access mean for enterprise teams?
Unified knowledge access means searching all company information from one place instead of switching between multiple tools. Employees can find answers from Slack, Notion, Google Drive, Salesforce, and other systems through a single search interface. This reduces the time teams spend looking for information and makes company knowledge more accessible to everyone who needs it.
How do AI platforms handle permissions when accessing company knowledge?
AI platforms respect existing access controls. If someone cannot view a document in Google Drive or a record in Salesforce, the AI platform will not show that information in their search results. The platforms inherit permissions from the original sources, so sensitive information stays restricted to authorized users only.
Can AI knowledge platforms connect to tools my team already uses?
Platforms vary in how they access knowledge. Some connect broadly to your existing tools through native integrations and retrieve information from wherever it lives. Others work within a specific ecosystem or require you to store content within the platform itself. Review the integration catalog of any platform you evaluate to confirm it supports the tools your team already uses.