May 29, 2026

Connect Liz to your AI tools

Liz now supports connections from external AI assistants. You can interact with Liz Chat and upload documents through compatible AI tools, without switching applications.

May 27, 2026

Image uploads for business context

You can now upload images (JPG, PNG, WEBP) as Business Context Documents. Liz reads and indexes image content automatically, making charts, diagrams, and screenshots available as context in your conversations.

May 26, 2026

Web search

Liz can now search the web to answer questions that need current, external information. Available when enabled for your organization.

Save to My Insights

You can now bookmark any Preset Insight card to a personal "My Insights" collection. Saved insights appear with a visual indicator and can be removed at any time.

May 25, 2026

Expanded Jira actions

Liz can now change issue types, link related tickets, and remove parent epics directly in chat, using the same review-before-apply workflow as other Jira actions.

General improvements

• Restored the AI disclosure notice below the chat input
• Fixed an issue where chat responses could repeat the same content multiple times.
• Fixed an error that could occur when processing certain uploaded files
• Smoother transitions when navigating between insight cards
• Removed an outdated tooltip from the homepage sidebar
• Improved reliability of in-chat calculations
• Fixed a failure that could occur when saving large organization context updates

May 22, 2026

Native table rendering in Slack

Tables in Liz's Slack replies now display as clean, formatted table blocks instead of monospace code. Responses containing tables are split into readable segments, and tables exceeding Slack's size limits are automatically uploaded as a file so nothing is lost.

May 21, 2026

Confluence Integrated

Liz now connects to Confluence. Admins can search and select which spaces Liz can access, with personal spaces excluded by default.

May 20, 2026

Preset insight refresh from chat

Admins can now trigger preset insight regeneration directly from a chat conversation, with flexible scoping by organization or individual user. This replaces the need to wait for the next scheduled run when fresh data is needed immediately.

May 19, 2026

Context management from chat

Organization settings, product group configuration, and personal preferences can now be viewed and updated directly in chat. Owners can modify organization-level and product group context, while any user can update their own personal preferences, all without leaving the conversation.

Faster Zoom transcript availability

Zoom meeting transcripts now appear within an hour of the meeting ending, down from the previous 24-hour delay. This means insights referencing meeting content are available the same day instead of the following morning.

Onboarding role selection

A new step in the onboarding flow lets users select their role during setup. This enables more relevant defaults and a personalized starting experience from the first session.

May 18, 2026

Product group management from chat

Owners can create, rename, and configure product groups directly from chat, including assigning repositories, Jira projects, and Linear teams. All changes require confirmation before executing, and access is restricted to users with owner permissions.

General improvements

• Fixed missing intermediate text in Slack bot responses during multi-step processing
• Improved chat scroll-to-bottom button visibility and color contrast for accessibility
• Simplified page navigation by removing accordion controls and flattening the tab structure
• Upload button added to the navigation bar for quicker access to document management
• Clearer error messages when document uploads fail, with structured summaries for multiple errors
• Failed document uploads now show a retry button so users can re-attempt without re-selecting files
• Renamed the "Describe your role" field to "Your work context" to reduce confusion with the structured role selector
• Fixed a display issue with upload summary alert messages
• Warning notification with retry option now appears when a chat message fails to send

Security updates Patched two critical-severity vulnerabilities — denial of service and authentication bypass — in a core networking component. No user action required.

May 15, 2026

Jira ticket editing from chat

Liz can now edit Jira tickets directly from chat. Update status, priority, assignee, labels, and description on individual tickets, or apply bulk changes at once. Every update shows a confirmation preview before anything is saved.

In-chat data analysis

Liz can now perform calculations and statistical analysis during chat conversations, enabling more detailed quantitative answers for questions about metrics, trends, and cross-project comparisons.

May 14, 2026

Personalized homepage insights

Insight cards on the homepage can now be assigned to individual users, tailoring each person's view to their role. Assigned cards display a badge showing who configured them, and each card can be refreshed independently.

Zoom meeting participant detection

Liz now identifies meeting participants from Zoom call transcripts, making it easier to find conversations by attendee.

May 13, 2026

Slack-to-Liz conversation linking

When you start a Liz chat from Slack, the response now includes a link back to the original Slack channel and thread for easy context tracing.

May 12, 2026

Background chat notifications

Liz now sends a notification when a chat response is ready in a session you've navigated away from. Click the notification to jump directly to the reply.

General improvements

• Upload documents from anywhere in the app using the new button in the top navigation bar
• Delete all uploaded documents at once with the new bulk delete option
• Clicking the Liz logo in the sidebar now navigates back to the homepage
• Visual refinements to the homepage layout and insight catalog
• Fixed a crash that could occur when navigating away from an insight card
• Fixed an issue where Liz could occasionally send duplicate responses in Slack
• Fixed an issue that could cause the app to become temporarily unresponsive

Security updates Applied 3 security patches to backend and document processing dependencies addressing known vulnerabilities. Automated vulnerability scanning configuration was updated to improve ongoing detection coverage. No user action required.

May 8, 2026

Personal Zoom call filtering

Liz can now identify personal Zoom calls as a distinct category. Personal calls are automatically classified and can be excluded from the meetings Liz analyzes, keeping those conversations private while still getting value from customer and internal meetings.

Document uploads

A new upload modal on the homepage provides a faster path to adding business documents. Upload limits are now 30 MB per file and 10 files at a time, with clearer error messages when limits are exceeded.

Infinite scroll on My Insights

The my insights tab now loads continuously as you scroll, replacing page-by-page navigation.

May 7, 2026

Faster chat feedback

Liz now shows a thinking indicator the moment you send a message, replacing a multi-second delay where nothing appeared on screen.

General improvements

• Faster responses when asking follow-up Jira questions in chat
• Visual refinements to the chat input area
• Fixed a layout issue where page content overlapped with the footer on smaller screens
• Updated role selection in your profile to a structured format, making it easier to specify your organizational role

Security updates Patched 2 known vulnerabilities in backend processing dependencies and hardened internal resource identifiers against enumeration. No user action required.

May 3, 2026

Slack bot automation support

Liz's Slack bot now responds when mentioned by the automation tools. 

May 1, 2026

Improved document search

Searching your uploaded documents in Liz now returns more relevant results for natural language queries.

April 30, 2026

Refreshed organization settings

The organization settings page has been redesigned with a cleaner layout, consolidating product context and configuration into a single view.

General improvements

• Fixed an issue where some users were unable to access their chat history on the homepage
• Fixed an error when viewing ticket quality score breakdowns
• Fixed an issue where the chat input could disappear on the homepage
• Emoji now display correctly in the Liz Slack bot's status indicator
• Improved toolbar options for document management
• Refined layout and styling across the chat and homepage panels

Security updates Patched vulnerabilities across backend and frontend dependencies, including fixes for document processing and input validation libraries. Automated dependency update frequency increased for faster future patching. No user action required.

April 24

Customizable email forwarding address

Your organization's email ingest address is now shorter and the handle portion is editable. Validation prevents conflicts if another organization has already claimed a handle.

TCS honors your custom dimension weights

Chat responses and homepage insights now reflect only the TCS dimensions your organization has activated. Previously, dimensions set to zero weight could still appear in results.

Linear ticket scores display correctly

Ticket titles and descriptions from Linear-connected projects now render correctly in TCS detail pages, replacing raw identifiers with readable content.

April 23

TCS scores appear alongside ticket references

When Liz mentions tickets in chat or homepage insights, each reference now includes its Ticket Completeness Score with a link to the detailed score breakdown.

Sortable document lists

Documents in the questionnaire view can now be sorted by column headers, making it easier to locate specific uploads in longer lists.

Slack bot connection stability

Resolved an issue where the Slack bot could silently disconnect after extended sessions, requiring manual reconnection. The bot now maintains its session reliably.

April 22

Jira ticket drafts now render in chat

When Liz proposes a new Jira ticket during conversation, the draft card now displays correctly so you can review the summary and description before confirming creation.

Clickable links in Slack responses

Liz responses in Slack now include hyperlinks to referenced tickets, pull requests, and other items. You can navigate directly from the Slack conversation to the relevant detail page.

General improvements

• Liz now shows a processing indicator in Slack while your message is being handled.
• Homepage left-menu navigation and the onboarding modal close button now display correctly.
• The settings sidebar has a cleaner layout with simplified navigation and improved visual hierarchy.

Security updates Patched known vulnerabilities in backend dependencies across two separate security updates this week. No user action required.

April 16

Bitbucket code search

Organizations using Bitbucket can now search code across their repositories from Liz, with filtering by specific repository.

April 15

Preset insight resilience

When a homepage insight is generating or encounters a temporary issue, Liz now shows the most recent successful result with a status indicator and retry option, instead of an empty state.

April 13

Redesigned homepage with built-in chat

The new homepage is now the default experience. It includes a chat entry point and a new My Insights tab showing previous conversations with rename support.

General improvements

• Disconnected integrations no longer leave phantom project data in filters or chat responses.
• Zoom transcript retrieval restored for recent meetings.
• Dark mode toggle added to the homepage.
• Refreshed onboarding experience with improved sign-up flow and connection validation.
• Improved text formatting when copying chat messages.
• Updated chat input and navigation design across the homepage.
• Liz now handles broad code search queries more gracefully.

Security updates Patched 6 vulnerabilities across backend framework dependencies, container images, and document processing components. Added URL validation guards to the authentication flow. Improved automated security scanning coverage in the release pipeline.

April 10, 2026

Slack channel access controls 

Liz now respects channel-level permissions when searching Slack messages. Only channels visible to the connected account are surfaced in chat results, preventing unintended exposure of restricted conversations.

Human-readable chat download filenames 

Downloaded chat transcripts now use descriptive names based on the conversation topic instead of system-generated identifiers.

April 9, 2026

Private Jira project filtering 

Private Jira projects are now excluded from chat tool results and project search, preventing unintended data exposure in AI responses.

Expanded document search for transcript queries 

Liz now searches uploaded business documents alongside Zoom when handling transcript-related questions. Previously, the word "transcript" triggered only Zoom lookups, missing relevant uploaded documents.

April 8, 2026

Bitbucket integration reliability 

Bitbucket connections now handle token expiration and transient failures automatically, reducing authentication errors for Bitbucket users.

April 7, 2026

Reasoning visibility in chat 

Homepage chat now shows an expandable reasoning section displaying which tools Liz used and elapsed time during analysis. This gives users transparency into how answers are constructed.

April 6, 2026

My Insights and chat renaming 

Users can now view their personal chat history in a dedicated "My Insights" section and rename saved conversations for easier retrieval.

Zoom closed caption transcript support 

Liz can now ingest and search closed-caption formatted transcripts from Zoom, expanding coverage beyond standard transcription output.

Linear initiative support 

Linear initiatives are now correctly mapped in the issue hierarchy, ensuring accurate alignment scoring for Linear-connected teams.

New homepage navigation banner 

A redesigned banner guides users to the new homepage with alignment scores and insight cards.

General improvements

• Fixed an issue where message action buttons could disappear during chat sessions
• Resolved a refresh reliability issue on the homepage chat
• Liz now validates that Jira and Linear connections are active before attempting queries, with clearer error messages when a connection is disconnected
• Homepage insight cards now display the card title as the label instead of a system-generated label
• Fixed a crash during Linear initiative imports when project data was incomplete
• Fixed a stability issue in Linear data processing when initiative records lacked project associations
• Fixed a label displaying "Report" instead of "Preset Insight" in search results
• Fixed an issue where homepage insight scores could include stale data from failed generation runs
• Fixed navigation, invitation, and error handling issues in the onboarding flow
• Jira connections with insufficient permissions now surface clear, actionable error messages instead of failing silently
• Improved stability when streaming responses are interrupted mid-generation
• Disconnected Jira integrations are now gracefully skipped during health checks

Security updates Routine patches applied to document processing dependencies and third-party libraries to address known vulnerabilities. No user action required.

April 3

Redesigned homepage with search

A new homepage experience is available with sidebar navigation, insight cards with color-coded scores, and full-text search across all your insights and past chat sessions. Find any previous analysis from one search.

Refresh insights on demand

Each insight card on the homepage now has a refresh button, so you can manually trigger a fresh analysis whenever you need current results.

April 2

Interactive action buttons in chat

Chat responses now include clickable action buttons for common follow-up actions, making it faster to explore related analysis without retyping queries.

April 1

Jira ticket comments in chat

Liz can now read and reference Jira ticket comments when answering your questions, giving you the full discussion context alongside ticket details and status.

March 31

Bitbucket repository support

Liz now connects to Bitbucket repositories alongside GitHub. Browse repos, review pull requests, inspect commits, and analyze code activity across both platforms from a single conversation.

Document answers with source citations

Questions about your uploaded documents now return more precise answers with source citations, so you can see exactly which document Liz referenced.

General improvements

• Ticket Completeness Scores now display as precise numbers in chat instead of qualitative labels.
• Zoom integration improved: Liz uses full meeting transcripts by default for deeper answers, and recurring meetings are now fully captured across all occurrences.
• Switching organizations no longer causes unexpected page behavior.
• Ticket links now correctly point to Jira or Linear based on where each ticket lives.
• Linear support expanded: new teams are automatically detected, and Linear is now available as a setup option during onboarding.
• Ticket quality and alignment scores improved: stale tickets excluded, data accuracy improved, and data source settings correctly applied.
• Fixed broken links in insight references within chat.
• Fixed an issue where the profile menu could become hidden behind expanded insight panels.

March 27

Azure DevOps support in Liz Chat

Liz now works with Azure DevOps repositories. Ask about commits, pull requests, and code the same way you already can with other connected repositories. Product groups display repositories from all connected providers, grouped by type.

March 26

Linear integration expansion

Executive insights and daily messages are now available for organizations using Linear — previously limited to those on Jira. Ticket quality scores can be filtered by cycle and project milestone, matching sprint-level filtering already available for Jira. Additional chat query capabilities for Linear close remaining feature gaps with the Jira experience.

March 24

Zoom Integration now supports OAuth sign-In. 

You can now connect your Zoom account to Liz in one click via OAuth Sign-In. Liz automatically syncs your meeting recordings, and categorizes calls as customer or internal, so customer evidence flows into your alignment analysis without manual uploads.

Note: Your Zoom admin may need to pre-approve Liz in the Zoom App Marketplace. Multi-user accounts typically require admin approval for new apps.

Personal messages in shared reports

When sharing a report via email, you can now include a personal note for the recipient.

AI response accuracy

Liz no longer adds sign-off names to email drafts unless you explicitly ask. File upload errors now display the actual issue instead of a generic failure message.

General improvements
• Returning to a previous chat session no longer gets stuck in a loading state.
• Ticket quality views now show a proper empty state instead of a broken layout when no data is available.
• Background analysis activates automatically after onboarding completion.
• Links to preset insights within chat responses now open the correct homepage card.
• Liz no longer offers download links that do not exist.

Security updates

Hardened the container image supply chain with cryptographic verification, preventing dependency tampering during production deployments.