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Coming Soon

Last updated: March 25, 2026

Coming Soon: End User Features

Agents

  • NEW: Memory Usage in Agent Debug Traces: Debug mode now shows how much of each LLM call’s context window is used, with separate input and output percentages for workflow and auto mode agents. This helps builders spot steps nearing context limits, diagnose truncation-related quality issues, and tune memory and model settings. For workflow agents, the memory setting is also now more prominently displayed beneath Instructions in each step. (Glean ID: ROAD-1215-MR)

Assistant

  • NEW: Share interactive content with your teammates: Share the content you build in Canvas—dashboards, infographics, visualizations. With a single click, publish content to a shareable link that anyone in your organization can open directly in Glean. Set audience and permissions, optionally assign a go/link, and your content is instantly discoverable in Glean. (Glean ID: ROAD-1153-MR)
  • NEW: Turn your ideas into Documents, Slides, Diagrams or Infographics in one click: Turn a single idea into anything you need: a document, slide, infographic, or diagram. With Canvas, you can capture your thinking once, then instantly transform it into lightweight, interactive experiences that live right alongside your work in Glean. Your content becomes the single source of truth, while Glean dynamically generates rich, visually engaging views—without you ever leaving Canvas. This feature may use credits. Learn more in Glean's Help Center. (Glean ID: ROAD-962-MR)
  • NEW: Viewing generated visual media within Glean Canvas: Users can now view AI-generated slides and images inline in Canvas, staying in flow as they scroll through decks, zoom into visuals, and quickly sanity-check content without downloading files or opening other apps. When they’re ready to share or polish, they can still export to PowerPoint, Google Slides, PDF, or image files—making fast in-product review the default and export an explicit follow-up step. (Glean ID: ROAD-1108)
  • NEW: Create dynamic, interactive content with Glean Assistant: With this update, you can turn ideas captured in Glean into interactive content that run safely right inside Glean Assistant—no separate tools or coding environment required. Describe what you want (for example, an interactive dashboard, infographic, or simple calculator) and Glean will generate HTML you can preview, click through, and refine directly in Canvas. (Glean ID: ROAD-1136)
  • NEW: Create images with Open AI's Image 1.5 model in Assistant and Agents: Glean now supports OpenAI Image 1.5, giving users access to a new, high-quality image generation capability from OpenAI that was not previously available. Users can generate richer visuals directly from Glean Assistant and Agents, with images embedded into artifacts like slides and docs where supported. Agent builders also now have a dedicated Image Creation node, and Plan & Execute plus autonomous agents can explicitly incorporate image generation into multi-step workflows. Usage continues to follow your organization’s existing safety, quota, and eligibility settings, with graceful fallbacks to text-only responses when requests are blocked or exceed limits. This feature may use credits. Learn more in Glean's Help Center. (Glean ID: ROAD-1115)
  • NEW: Glean Assistant can create PowerPoint presentations: Glean Assistant can now generate full Microsoft PowerPoint presentations directly from prompts. Ask Assistant to create a slide deck on any topic, and it will automatically use your company's approved template to maintain consistent branding and formatting across all presentations. Available for Glean Key and Customer Key. This feature may use credits. Learn more in Glean's Help Center. (Glean ID: ROAD-898)
  • NEW: MCP Apps Extension support in Glean Assistant: You can now bring your favorite applications right into Glean with MCP App Extensions. Glean acts as an MCP app host, so when an MCP server returns a UI resource, the app can render directly inside the chat experience as an interactive widget. That means users can interact with dashboards, forms, approval flows, and data visualizations natively in Glean—without switching tools or opening a separate window. All third-party UI runs in a secure, sandboxed environment with enforced content security policies, so you get a seamless experience without compromising safety. This feature may use credits. Learn more in Glean's Help Center. (Glean ID: ROAD-1234)
  • NEW: Bring your Glean memory to any AI tool with MCP: Bring your Glean memory to any AI tool with MCP, enabling employees to use their existing Glean memory in third-party AI assistants and IDEs. This allows them to receive personalized, context-aware responses without repeatedly restating their role, projects, preferences, or writing style. Tools like ChatGPT, Claude, Cursor, VS Code, and Copilot can retrieve this context through the MCP memory tool. Memory remains read-only and fully governed within Glean. (Glean ID: ROAD-1203)
  • NEW: Agent sandbox in Assistant [Glean Key and Glean Hosted Only]: Glean Assistant can now use a secure sandboxed environment in Thinking mode to handle more complex analysis and research tasks. This helps Assistant work through large result sets across connected systems, run code to analyze data, and return richer outputs like summaries, charts, and CSVs — without requiring any extra setup from end users. It’s especially useful for multi-step analytical questions that would otherwise exceed a model’s context window and executing skills (currently in beta). (Glean ID: ROAD-1160)

Embedded Integrations

  • NEW: Glean in Slack — UI refresh and interaction design improvements: Glean has refreshed the visual design and interaction flows for Glean in Slack. Updates include redesigned feedback buttons, improved loading/latency indicators, cleaner citation and source attribution, proper table rendering in DMs, and streamlined button layouts. These improvements make the Slack experience more polished, intuitive, and consistent for end users. (Glean ID: ROAD-1233)
  • NEW: Keep Glean conversations flowing in Slack threads without repeated @‑mentions: Glean in Slack can now stay engaged in a conversation thread after it answers your first question, so you do not need to @‑mention Glean every time you follow up. Once Glean has responded in a Slack thread, your subsequent replies in that thread are treated as part of the same conversation and automatically trigger updated answers, while still respecting your permissions and channel context. This makes Glean feel more like a continuous, human conversation in Slack and reduces friction for follow‑up questions or clarifications. This feature may use credits. Learn more in Glean's Help Center. (Glean ID: ROAD-1188)
  • NEW: See MCP usage and adoption in Insights: Admins can now see MCP usage insights in Glean, making it easier to understand adoption and activity across MCP-connected experiences. This gives admins clearer visibility into how people are using MCP, including usage metrics that teams had previously been tracking outside the product. (Glean ID: ROAD-1126)
  • NEW: Get trusted Glean answers directly in Slack channels: Glean can now share trusted answers directly in Slack channels. Glean can now post high‑quality answers directly into Slack channel threads, so everyone can see them immediately without first clicking “view response.” These public replies are generated only from content that’s broadly visible in your company (such as public Slack channels and org‑wide documents), so they’re safe to share and easy to trust. Teammates can still personalize the answer with their own private context when they need a more tailored response. (Glean ID: ROAD-908)

Glean Home

  • NEW: Get started faster with the new Glean homepage: Beginning March 26, Glean will start a gradual rollout of a new homepage. The updated experience streamlines where users start their work in Glean without taking away any core functionality. The new homepage proactively recommends personalized next steps to move work forward, includes a dedicated company tab, and brings search and chat into a single entry point. (Glean ID: ROAD-1040)

Actions

  • NEW: Agents now support adding apps instead of individual actions for Auto mode and Plan and Execute agents: Builders can now give Auto mode and Plan and Execute agents access to whole apps like Jira, Slack, Gmail, and Google Docs instead of adding individual actions one by one. This makes agent setup faster, easier to understand, and less cluttered. Existing agents will transition to this new experience automatically, with no breaking changes. If an agent already uses multiple actions from the same app, those actions will continue to work after migration. For user confirmation settings, we take the more conservative approach: if any one of those actions requires user confirmation, then all actions from that app in that agent will require user confirmation. (Glean ID: ROAD-1236)

Coming Soon: Admin Features

Real-time Voice

  • ADMIN ACTION REQUIRED: Experience real-time, hands-free voice conversation support with Glean on web, desktop, and mobile: Experience natural, hands-free real-time voice conversations with Glean Assistant on web, desktop, and mobile. Talk to Assistant and hear it respond immediately and naturally, with low-latency, back-and-forth dialogue—just speak, and Glean responds out loud, allowing you to interrupt or steer the conversation at any time. Real-time voice unlocks new ways to brainstorm, prepare for your day, and get work done wherever you are, making Glean more accessible and productive for users on the go or at their desk.

    This feature is available for Glean Key customers at this time. Admins can control the rollout of this feature to their end users from Admin Console → Assistant → Real-time Voice. The default setting lets Glean manage the rollout: voice is off by default and will be turned on for users no earlier than mid-April 2026. We recommend starting with “On only for admins”; if you like it, you can turn it on for everyone in your organization at any time, or select “Off” to opt out. Your choice can be changed at any time and will not be overwritten. This feature may use credits. Learn more in Glean’s Help Center. (Glean ID: ROAD-911)

Actions

  • NEW: Importing MCP in Glean now supports PKCE in OAuth Auth type: Glean now supports PKCE when admins connect remote MCP servers with OAuth, making it easier to add providers that require Authorization Code with PKCE. This also improves compatibility with MCP servers that behave as public clients and do not issue a client secret, reducing setup friction and helping more third-party MCP servers work in Glean. (Glean ID: ROAD-1237)
  • NEW: Stronger privacy defaults for custom actions with the Glean-User-Email header no longer shared by default: To strengthen security and privacy, Glean will stop sending the Glean-User-Email header to third‑party endpoints by default for custom actions starting April 1. Organizations that rely on this header for authorization, routing, or workflow logic can keep using it by enabling a new configuration option. This change reduces exposure of user email addresses while still supporting existing workflows for customers who explicitly choose to pass user identity to their custom action backends. (Glean ID: ROAD-1208)

Admin Capabilities

  • NEW: MDM support for setting up Glean's remote MCP server: Use your MDM provider (Jamf, Kandji, Intune) to configure Glean’s remote MCP server on your desktop apps (Claude Code, Codex, Cursor, Gemini CLI, Goose, JetBrains AI assistant, Visual Studio Code, Windsurf). (Glean ID: ROAD-1123)
  • NEW: Updating premium models on admin console: Next week, Admins can more easily manage premium AI model usage in the Admin Console with clear premium model labeling and a single setting to turn premium models off across providers. This gives admins better visibility into which models may consume FlexCredits and more control over model-related costs in Glean Assistant. (Glean ID: ROAD-1235)
  • NEW: [Action Required] Update your Linear Connector Authentication tokens before April 1: Linear is moving from long-lived access tokens to short-lived access tokens with refresh token support. This is a security improvement on Linear's side, and requires a quick update before April 1, 2026 to ensure your Glean-Linear connector continues to work properly. (Glean ID: ROAD-1225)
  • NEW: Simplified OAuth management for admins: Admins can now manage OAuth settings in a clearer, more organized Third-party access page. The updated experience separates IDP-configured OAuth and the Glean OAuth Authorization Server into distinct views, making it easier to find the right settings and manage third-party access with more confidence. (Glean ID: ROAD-1216)

Connectors

  • NEW: Additional SharePoint List support: Glean now supports indexing four additional types of SharePoint Lists: Discussion Board, Custom List in Datasheet View, Tasks, and Issue Tracking. This expands search coverage for content teams commonly use to manage discussions, track work, and organize operational data, making it easier for users to find more of their SharePoint knowledge in Glean. (Glean ID: ROAD-1211)
  • NEW: Speed up Egnyte crawling with multiple admin accounts: Glean’s Egnyte connector now supports multiple administrator authentications for a single Egnyte data source, so you can authorize more than one Egnyte admin account. Glean uses every active admin token during Egnyte crawls, which improves crawl throughput as you add admins while continuing to enforce Egnyte’s native permissions. This helps large Egnyte deployments index content faster and keep more content fresh in Glean. (Glean ID: ROAD-1238)
  • NEW: [Action Required by April 2] SharePoint Connector to switch from secret-based to certificate-based authentication: Customers using SharePoint Online with Azure ACS secrets authentication must update your authentication to Microsoft Entra ID by April 2 to continue accessing the latest data in Glean. Microsoft is retiring the legacy Azure ACS secrets-based method for SharePoint Online authentication, which will stop updating SharePoint permissions in Glean after April 2, 2026 if not changed. Glean now supports an in-place switch for the SharePoint connector from client secret to certificate-based authentication, helping you stay compliant with Microsoft’s change while keeping SharePoint permissions and content in Glean fresh and accurate. With certificate-based authentication using Microsoft Entra ID, your organization benefits from stronger, standards-based identity security and more reliable permission updates for SharePoint data in Glean. (Glean ID: ROAD-1227)
  • NEW: Support for ServiceNow Cases and Work Notes: Glean now supports indexing ServiceNow Customer Service (CS) case records—including work notes and comments—stored in the sn_customerservice_case table and its standard extensions. This enhancement enables organizations to search, analyze, and leverage customer support case data directly within Glean, improving visibility for support, product, and leadership teams. By making CS case records and their associated work notes discoverable, teams can drive better ticket deflection, trend analysis, and customer experience improvements. (Glean ID: ROAD-1041)
  • NEW: Support for Slack's Real-Time Search API: Glean supports Slack’s Real Time Search (RTS) API, Slack’s official method for connecting third-party apps, for real-time data access. (Glean ID: ROAD-852)
  • NEW: NetSuite connector: Glean now offers a NetSuite connector, enabling organizations to securely search key financial and operational data from their NetSuite ERP. The connector supports high-value workflows such as viewing invoices, payment histories, unpaid invoices, and customer records directly within Glean. By making critical NetSuite data discoverable, teams can streamline finance, sales operations, and back-office processes, improving visibility and productivity across the business. (Glean ID: ROAD-842)

Developer Experience

  • NEW: Glean OAuth - Dynamic client registration: Glean now supports a generally available OAuth authorization server for secure third-party access and MCP host connections. Admins can enable Dynamic Client Registration so supported MCP hosts can register at runtime, apply redirect URI restrictions for tighter control, and manage connected OAuth applications, including revocation, from the Admin Console. This makes it faster to connect approved tools to Glean while giving admins more visibility and control over access. (Glean ID: ROAD-1205)

Mobile App

  • NEW: Mobile app access now requires Chat to be enabled: On March 31, 2026, Glean is retiring the native mobile app experience for deployments that do not have Assistant enabled. When users from these organizations open the Glean mobile app, they’ll see a message explaining that mobile app access is no longer available, but can continue to access Glean from their mobile browser for search and other supported functionality, or the admin can contact their account team to enable the chat experience for the organization. (Glean ID: ROAD-1198)

Protect

  • NEW: AI security violations triage workflow: AI security findings are now easier to review and more accurate. Security teams can quickly triage AI security violations with richer context and workflows, while backend improvements reduce noisy false positives so they can focus on real risks. This helps you focus on true AI security prompt injection, harmful content, and malicious code without drowning in unnecessary alerts. (Glean ID: ROAD-1105)
  • NEW: Sensitive content models: Find the signal in the noise: Glean’s sensitive content models separate the signal from the noise by pairing traditional infotype detection with AI models trained on your full enterprise context, such as document content and permissions, to surface true exposure. Each finding receives a low/medium/high severity label with plain-language explanations. Our sensitive content models reduce false positives and achieve about 80% accuracy rate on unstructured data. Both GCP and AWS are supported. (Glean ID: ROAD-753)
© 2026, Glean Technologies, Inc.
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