Product updates

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Distributed compute engine

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Ana Claude Code plugin

• Library skills via slash command — Skills stored in the org Library can now be invoked by typing /<name> directly in the chat composer.
• Word document uploads — .docx and .docm files can now be uploaded in chat and playbooks for analysis.
• PowerPoint uploads — .pptx and .pptm files can now be uploaded and manipulated in chat via python-pptx.
• Snowflake optional database — Snowflake connectors now support account-wide object discovery when no database is specified.
• Ontology patch revision history — A revisions dropdown lets reviewers browse and compare historical versions of a context patch.
• Bedrock per-user audit attribution — Each AWS Bedrock call is now tagged with the actor’s email, so AI usage audit logs attribute activity at the user level.
• Email tool access control — Admins can now enable or disable the Email tool org-wide from Tool Access Control settings.

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TQL frontmatter in tql files

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PowerBI preconfiguration via embed URL

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Ana as an MCP server

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MCP streaming responses and inline previews

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Interactive ECharts visualizations

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Library TQL data source for dashboards

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Ontology auto-approve rules

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OIDC identity provider

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TextQL Doctor diagnostics

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Language adherence

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Unified Ontology surface

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Ontology relationship graph redesign

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Microsoft Teams integration

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Power BI per-member OAuth

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Firebolt connector

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Observability export to S3

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Cerebras LLM provider

• Chat input and conversation polish — The chat input box gets aesthetic refinements, messages from other users now show attribution with name and avatar, and consecutive turns from the same author are visually stacked.
• Auto-attach select all — A “Select all visible” checkbox is now available in the Auto Attach file picker.
• Paginated patch reviews — Patch reviews are now paginated per status tab (Open, Draft, Approved, Denied), with server-provided counts shown as badges.
• Cross-domain email allowlist toggle — A new Helm toggle lets administrators restrict cross-domain email allowlisting in OIDC authentication.
• Library plan-first git sync — Git sync now shows a merge plan up front, covering additions, conflicts, and unrelated-history warnings, so admins can preview changes before they land.
• Ontology settings section — A dedicated Ontology section in Settings adds a Context Patch Auto-Approve tab alongside per-org configuration options.
• Ontology sync run tracking — Git sync events are now tracked as discrete objects, enabling precise notification routing and easier conflict resolution.
• Ontology PDF and image migration — Legacy document and image datasets can now be migrated into Ontology directly from the UI.
• Ontology GitHub App connect flow — GitHub App installation now uses an OAuth-first PKCE redirect flow, and install results are preserved across redirects.
• Ontology reviews split view — The Reviews tab now separates patches into Open and Closed (Approved or Denied) with a refinement filter, and closed patches sort by review time.
• Ontology new file highlighting — Newly added files are now visually highlighted in the file tree.
• Playbook connector inheritance — Playbooks now inherit the active connectors, Power BI workspace, and Tableau dataset selections from the chat they were created in.
• Plain-English role editor — Permission labels in the role editor are rewritten in plain English with clear access boundaries, billing:read and usage:read are now visually distinct, and the Bulk Role Assignment modal is unfrozen.
• Email domain enforcement — Member invite and notification emails are now validated against the organization’s allowed domain list.
• Editable Python package versions — Org-installed packages no longer conflict with default sandbox packages, and affected deployments can edit package versions directly.
• SCIM and OIDC identity merge — OAuth login now detects email collisions and attempts reconciliation, while SCIM provisioning heals email mismatches and migrates associated identity and membership data.
• Safe iframe embedding — Pages can now be embedded in iframes safely, without redirect interference.
• Custom documentation URL — Organizations can set a custom documentation URL in their theme settings, replacing the default docs link throughout the product.

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Asset origin restrictions and Content Security Policies

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Rich-text editing for Ontology markdown

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Insert connectors and files as chat chips

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Expanded Ontology git providers

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REST API v2 endpoints

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Per-member OAuth for Snowflake and Databricks ontology

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Opt-in email tool with recipient lists

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Sandboxed PDF processing

• Context page refresh on role changes — The context page now refetches library files, permission gates, and review state whenever you assume or clear a role, preventing stale listings and outdated write buttons.
• Paginated chat listing endpoint — A new GET /v2/chats endpoint lists chats with pagination, search, sorting, and an is_running status field.
• Per-viewer dashboard breakdown popover — The views and viewers stat in the dashboard header is now clickable, opening a popover with a per-viewer breakdown.
• Org defaults for dashboard output and private playbooks — New org-level settings let you make dashboard mode the default output format in chat and set playbooks to private by default from the Security tab.
• Ontology enabled by default with seeded connectors — Ontology is now on by default for new orgs, which are also seeded with example connectors to get started faster.
• Fast mode for Anthropic Opus 4.7 — Fast mode is now available for Anthropic Opus 4.7, speeding up inference on that model.
• Delete playbook from detail page — You can now delete a playbook directly from the … dropdown on the playbook detail page, with a confirmation modal to prevent accidental removal.
• Per-source dashboard cache invalidation — Dashboards now invalidate query caches on a per-source basis, so refreshing one data source no longer clears the rest.
• Bedrock STS role assumption — Bedrock now supports STS role assumption with a configurable role ARN and external ID, enabling cross-account Bedrock access.
• Configurable proxy trusted-host allowlist — A configurable trusted-host allowlist lets private resolved IPs for designated hosts pass outbound request validation.
• Unified default model resolution — Chats now resolve their default model in a consistent order: role default, then org default, then system default.
• Patch cell UX refinements — Patch cells now clamp long descriptions with Show more and Show less, scope markdown heading sizes, add a thin custom scrollbar to file lists, and include an Open in Reviews footer link.

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File uploads in chat and stream APIs

• Redesigned share modal with airlock preview — The share modal is rebuilt with an airlock-style preview and hardened permission controls for safer sharing.
• Automatic ontology migration — Legacy contexts now migrate automatically to the current Ontology, with git sync improvements, owners validation with clear error messages, and auto-attach refinements.

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GPT-5.5 and Kimi K2.6 models

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SAP HANA support

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Expanded connector authentication

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Ontology git sync

• Fast mode inference — Fast mode inference is now supported for faster responses.
• SCIM group linking to system roles — SCIM now fixes Okta group push and lets you link SCIM groups directly to system roles.
• OIDC single-tenant role sync — OIDC now correctly syncs roles in single-tenant deployments, with an improved environment configuration UI.
• Self-healing dashboard workers — Dashboards now auto-respawn unhealthy workers, drop the automatic LIMIT from queries, run Python data sources in parallel, persist sandbox state with configurable retention, and flush globals atomically on hot refresh.
• Playbook owner failure alerts — Playbooks now notify their owner when a connector fails, with bounded retries before alerting.
• Tool-level RBAC enforcement — RBAC is now enforced at the tool level, with fixed assume-roles enforcement and locked models shown in the picker with a role-restriction tooltip.

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Dashboards engine rebuild

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Ontology library redesign

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Per-user MCP OAuth tokens

• Redesigned assume-roles experience — Assuming a role now uses a redesigned sidebar UI and modal, making it clearer which role you are acting as and how to switch.
• Mark threads as unread — The thread action menu in the sidebar now includes a “Mark as unread” option so you can flag conversations to revisit later.
• Markdown previews in the artifact drawer — The artifact drawer now renders Markdown previews, so you can read formatted content without leaving the drawer.
• Connector UI gated on connector write permission — The connector management UI is now gated behind the connector:write permission, hiding edit controls from members who lack access.
• Observability billing granularity — Observability now reports billing data at a finer granularity for more precise usage tracking.
• TLS 1.2 and 1.3 enforcement — Connections are now restricted to TLS 1.2 and 1.3 only, and several core libraries have been upgraded to strengthen security.
• Automated Helm chart releases — The Helm chart now ships with an automated changelog and Semver release conventions, streamlining the upgrade process for each new release.
• Slack sender names and View in App — Ana now receives sender names in Slack messages for clearer attribution, and the “View in App” button has been restored and fixed across all channel types.
• Granular per-thread sharing controls — Thread sharing now offers granular per-thread controls, letting you decide exactly who can access each conversation.
• Tool restriction controls and admin override — Tool restrictions gain improved controls with an admin override, and tool-level access is now enforced through RBAC.
• Pause playbooks from the editor — Playbooks can now be paused via the editor tool, and playbooks created in chat are now visible to their creator.
• Copy artifact filenames — A copy button has been added to artifact filenames for quick reuse.
• Ontology file API — Ontology now exposes a file-level CRUD API for programmatic create, read, update, and delete of individual files.
• Usage and billing sidebar permission gating — The usage and billing sidebar entries are now hidden for members who lack the required permissions.
• Org logo removal and theme editor polish — Settings now support removing the org logo, alongside theme editor refinements and context list cleanup.