> For the complete documentation index, see [llms.txt](https://docs.seemoredata.io/external-docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.seemoredata.io/external-docs/changelog/changelog.md).
# Changelog
New features, improvements, and fixes in SeeMore Data. A new entry is published every two weeks.
*July 30, 2026*
### Data sharing visibility
Tables shared into your account via Snowflake data sharing are now first-class citizens in SeeMore Data. Inbound shared tables appear in the catalog with a **Shared** badge and provider attribution, lineage follows data across accounts for installed shares, and shared-table information is available through the [API and MCP tools](/external-docs/fundamentals/settings/api-access/tool-reference.md).
**New alert creation wizard**
Creating a [real-time alert](/external-docs/fundamentals/our-features/real-time-monitoring/real-time-alerts.md) is now a guided, step-by-step flow: pick the assets in scope, define conditions, choose notification channels, and review everything before saving.
**Remove auto-clustering recommendations**
[Waste Reduction](/external-docs/fundamentals/our-features/waste-reduction.md) now flags tables where [auto-clustering](/external-docs/fundamentals/our-features/auto-clustering-agent.md) isn't paying off — including clustered tables with no usage — with the estimated annual savings of turning it off.
Improvements
* Moved [Burst Protector](/external-docs/fundamentals/our-features/automations/smart-pulse/burst-protector.md) settings into the [Smart Pulse](/external-docs/fundamentals/our-features/automations/smart-pulse.md) editor.
* Added Marketplace purchases to the [Contract view](/external-docs/fundamentals/our-features/observability/contract-view.md) consumption graphs, with reworked filters and a slider for multi-year selection.
* Updated cost overview graphs to area charts, with a refreshed chart color palette across the app.
* Graduated the Query Agent chat out of beta.
* Improved Smart Pulse schedules to respect each warehouse's query timeout.
* Added support for API-only service accounts in the Looker integration.
* Polished the monitoring page: cleaner toolbar and filters, consistent tab names, and tab state preserved when switching between tabs.
Fixes
* Fixed savings totals differing between the dashboard banner, the savings modal, and the compute table.
***
*July 15, 2026*
### Notification Center upgrades
In-app notifications got a full redesign. Toggle which notification types you receive, see an unread count since you last opened the bell, scroll long histories smoothly, and click any notification to jump straight to its target.
**Spotlight, everywhere**
Spotlight search moved into the side menu and opens with **Cmd/Ctrl + G**. Cloud-service detail pages are now searchable, and results highlight the matched text.
**Cortex Code Desktop support**
[Cortex Code cost control](/external-docs/fundamentals/our-features/cortex-code-cost-control.md) now covers Cortex Code Desktop, with per-surface cost breakdowns.
**Role sync from your identity provider**
SCIM group push from your IdP (e.g. [Okta](/external-docs/fundamentals/getting-set-up/authentication/setup-okta-sso.md) or [Microsoft Entra ID](/external-docs/fundamentals/getting-set-up/authentication/setup-entra-id-sso.md)) can now assign SeeMore [user roles](/external-docs/fundamentals/settings/user-roles.md) automatically.
Improvements
* Added new [MCP tools](/external-docs/fundamentals/settings/api-access/tool-reference.md) for real-time compute-unit monitoring, automation on/off status, insights, savings, and Cortex Code cost controls.
* Redesigned real-time compute-unit tiles, and polished the alerts table and delete dialogs.
* Added a schedule legend and visual polish to the [Smart Pulse](/external-docs/fundamentals/our-features/automations/smart-pulse.md) editor.
* Persisted Settings sub-tabs (Preferences, Channels) in the URL for easy sharing.
Fixes
* Fixed stale per-table storage metrics on the storage breakdown.
***
*July 1, 2026*
### Introducing the Notification Center
A new notification center in the app keeps you on top of what matters: new [anomalies](/external-docs/fundamentals/our-features/monitoring-cost-management/anomalies-detection.md), anomaly assignments, fired [real-time alerts](/external-docs/fundamentals/our-features/real-time-monitoring/real-time-alerts.md), and Snowflake integration quota notices.
**Storage breakdown drill-down**
The storage view now expands from database → schema → table, so you can trace storage cost down to individual tables.
**Contract forecasting controls**
The [Contract view](/external-docs/fundamentals/our-features/observability/contract-view.md) adds a usage-forecast time-period selector and redesigned modals for managing and adding contracts.
**Annualized savings everywhere**
Savings across the app are shown annualized by default, weighted by each warehouse's actual active days for more realistic projections.
Improvements
* Added automatic classification of new Snowflake AI cost types into AI Services.
* Graduated [API Access](/external-docs/fundamentals/settings/api-access.md) out of beta.
* Added the option to disable Google login for your organization.
* Added comments on [Waste Reduction](/external-docs/fundamentals/our-features/waste-reduction.md) items.
* Made the Contract page searchable in Spotlight, with match highlighting in results.
Fixes
* Fixed overage display on contract balance and consumption charts.
***
*June 17, 2026*
### Introducing Spotlight search
Search everything from one place: warehouses, tables, dashboards, users, insights, anomalies, and app pages — with keyboard navigation and instant results.
**Resizable table columns**
Tables across the app support column resizing, with sensible text overflow handling.
**Savings view toggle**
The savings overview adds a **Periodic / Cumulative** toggle so you can see savings per period or accumulated over time.
**Manual contract management**
Manage manual contracts directly from the [Contract view](/external-docs/fundamentals/our-features/observability/contract-view.md).
Improvements
* Added the ability to delete [anomaly](/external-docs/fundamentals/our-features/monitoring-cost-management/anomalies-detection.md) rules.
* Added hourly granularity on the compute units page.
Fixes
* Fixed CSV exports to round numbers to 2 decimals and match on-screen savings values.
* Fixed deep links so they are preserved through login, landing you on the page you asked for.
***
*June 3, 2026*
### What's new, in the app
A product changelog inside the app highlights new releases with rich media, so your team discovers new capabilities as they ship.
**Better catalog search**
Discovery search got a relevance overhaul — multi-word queries now require all terms and rank results more intuitively.
**Sign-in controls**
Organizations can disable username/password login to enforce SSO-only access.
Improvements
* Added object tags to assets returned by [MCP tools](/external-docs/fundamentals/settings/api-access/tool-reference.md), a new find-tag tool, and longer timeouts for heavy queries.
* Improved pagination of custom tags with many values in tooltips and modals.
* Improved Auto Shutdown savings attribution accuracy.
***
*May 20, 2026*
### Connect AI tools to SeeMore Data (beta)
Connect Claude, ChatGPT, Cursor, and other AI tools directly to your SeeMore Data account. The new [API Access](/external-docs/fundamentals/settings/api-access.md) settings area manages tokens and [AI tool connections](/external-docs/fundamentals/settings/api-access/connecting-ai-tools.md), with [tools](/external-docs/fundamentals/settings/api-access/tool-reference.md) covering assets, lineage, query history, cost over time, budgets, anomalies, compute units, and custom tags.
**Custom query tags in Workloads**
Filter and group Workloads by your own [query tags](/external-docs/fundamentals/our-features/observability/query-tags.md).
Improvements
* Added an **Ignore Marketplace purchases** toggle to the [Contract view](/external-docs/fundamentals/our-features/observability/contract-view.md).
* Improved [real-time monitoring](/external-docs/fundamentals/our-features/real-time-monitoring.md) to include overlapping queries and list running queries first.
* Added follow-up chat questions on the Query page after running Analyze.
* Added filtering the dashboard by Snowflake account.
Fixes
* Fixed name and picture edits so they are restricted for SSO-managed users.
***
*May 6, 2026*
### Introducing Live Tuning
[Live Tuning](/external-docs/fundamentals/our-features/automations/live-tuning.md) lets you adjust a warehouse's cluster range in real time, straight from monitoring — with tuning sessions rendered on the graphs and a live countdown.
**Real-time warehouse monitoring page**
A dedicated [real-time monitoring](/external-docs/fundamentals/our-features/real-time-monitoring.md) page shows live warehouse activity and running queries across your fleet.
**Tags Management**
The new [Tags Management](/external-docs/fundamentals/settings/tags-management.md) settings page lets you define custom object tags with multiple rules per tag, value mapping and regex transforms, scoping, and one-click backfill.
**Contract view generally available**
The [Contract view](/external-docs/fundamentals/our-features/observability/contract-view.md) is now available to all accounts.
**Smart Pulse schedule history**
[Smart Pulse](/external-docs/fundamentals/our-features/automations/smart-pulse.md) keeps a version history of schedules with one-click restore.
Improvements
* Added object-tag filters for warehouses, users, and accounts in Workloads.
* Added **Current page** and **All** options to table exports.
* Unified Cortex Agents and Snowflake Intelligence into one AI Services view, and added a Cortex Code user detail page.
* Added a clear disclaimer of what will change when enabling [Auto Scaler](/external-docs/fundamentals/our-features/automations/auto-scaler.md).
***
*April 22, 2026*
### Automatic query tagging rules
Define rule-based [query tags](/external-docs/fundamentals/our-features/observability/query-tags.md) that are applied to queries automatically, with regex customization — turning raw query history into cost attribution you control.
**Cortex Code cost controls generally available**
[Cortex Code cost control](/external-docs/fundamentals/our-features/cortex-code-cost-control.md) is out of beta: set USD limits per user, with separate toggles for CLI and Snowsight usage.
**AI Services drill-downs**
AI Services now imports Cortex Agents usage history and Snowflake Intelligence usage, with per-model cost, grouping by user and agent, and request-level detail.
Improvements
* Added a **Periodic / Annualized** savings toggle to the compute table.
* Updated real-time timestamps to display in UTC for unambiguous reading.
* Reorganized the sidebar and renamed AI features for clarity.
Fixes
* Fixed warehouses losing their history when renamed.
***
*April 8, 2026*
### Compute Idle Optimization
A new [Waste Reduction](/external-docs/fundamentals/our-features/waste-reduction.md) insight surfaces [idle compute](/external-docs/fundamentals/our-features/waste-reduction/compute-idle-optimization.md) — see idle percentage per warehouse and the savings available by tightening auto-suspend. A companion **warehouse keep-alive** insight detects warehouses kept awake by trivial periodic queries and quantifies the waste.
**Burst Protector controls**
[Burst Protector](/external-docs/fundamentals/our-features/automations/smart-pulse/burst-protector.md) gains configurable sampling intervals, clear enable/disable confirmation flows, and its own step in the automation setup.
**Anomaly root-cause drill-down**
[Anomalies](/external-docs/fundamentals/our-features/monitoring-cost-management/anomalies-detection.md) now come with an agent-driven root-cause analysis that drills into what changed and why.
Improvements
* Added actual savings display, a friendlier dismiss flow, AM/PM time input, and wizard access from the compute table to [Smart Pulse](/external-docs/fundamentals/our-features/automations/smart-pulse.md).
* Added automation status filters and regex search to the compute table.
* Added a savings report download straight from the savings summary.
* Added an **Ignored** status for insights.
* Added direct user assignment to [Domains](/external-docs/fundamentals/settings/domains.md).
Fixes
* Fixed filters not persisting as you move between screens.
***
*March 25, 2026*
### Microsoft Entra ID SSO
Single sign-on with [Microsoft Entra ID](/external-docs/fundamentals/getting-set-up/authentication/setup-entra-id-sso.md) is now supported, alongside Okta.
**Insights is now Waste Reduction**
The Insights area was renamed and refocused as [Waste Reduction](/external-docs/fundamentals/our-features/waste-reduction.md), organized around actionable cleanup opportunities.
**Contract view enhancements**
Multi-year contract selection, consumption totals, status chips, contract start indicators, and support for reseller contracts on the [Contract view](/external-docs/fundamentals/our-features/observability/contract-view.md).
**Exclude users from usage analysis**
Exclude specific users (e.g. service accounts) from usage-based insights via insights configuration.
Improvements
* Redesigned the onboarding experience.
* Added links to documentation directly from the app.
* Associated best-practice insights with their warehouse and Snowflake account.
* Added predefined filters to the event log.
* Added a grouping toggle and clearer empty states to [Anomalies](/external-docs/fundamentals/our-features/monitoring-cost-management/anomalies-detection.md).
***
*March 11, 2026*
### Introducing the Contract view
A new [Contract view](/external-docs/fundamentals/our-features/observability/contract-view.md) tracks Snowflake consumption against your contract: cumulative balance, consumption breakdowns by account, savings applied to your commitment, and reseller contract support.
**Custom date ranges & granularity**
Pick exact custom date ranges across the app — the 30-day limit is gone — with a 3-month trend preset and hourly/daily granularity on cost, storage, and cloud services views.
**Marketplace redesign**
The integrations Marketplace got a new look, with clearer sync and run status.
**Anomalies page**
[Anomalies](/external-docs/fundamentals/our-features/monitoring-cost-management/anomalies-detection.md) get a dedicated page with full context on each incident.
Improvements
* Added zooming to real-time graphs.
* Polished charts across the app: smarter labels, hover states, and aligned tooltips.
* Added estimated annual cost to cost cells where relevant.
***
*February 25, 2026*
### Real-time monitoring, expanded
[Real-time monitoring](/external-docs/fundamentals/our-features/real-time-monitoring.md) adds a live query table with statuses, an activity log, burst indication, zoomable graphs, collapsible cards, and more time frames.
**Burst Protector (beta)**
[Burst Protector](/external-docs/fundamentals/our-features/automations/smart-pulse/burst-protector.md) detects sudden workload bursts on Smart Pulse-managed warehouses and protects performance automatically, with activity logs of every intervention.
**SeeMore Views**
Save reusable [views](/external-docs/fundamentals/our-features/observability/views.md) and apply them across Workloads and Query History.
**Export tables to CSV**
Export any table in the app to CSV.
Improvements
* Added the warehouse size to related queries.
* Enabled team editing for admins.
* Added a breakdown of where savings come from to the savings overview.
***
*February 11, 2026*
### A query optimization agent
The Query page chat is now powered by a dedicated query-optimization agent that understands your query plan and suggests concrete improvements.
**Query History power filters**
Quick filters, an SQL/ID display toggle, copy buttons for query ID and text, and filtering by [query tags](/external-docs/fundamentals/our-features/observability/query-tags.md).
Improvements
* Added time-granularity support to storage cost charts.
* Added filters to the ETL page.
* Added duplicate-name validation when creating views.
* Repositioned the query plan sidebar, with clear empty and no-permission states.
***
*January 28, 2026*
### Introducing the Query page
A new Query page brings deep query analysis: a visual query plan with per-operator statistics, most-expensive-node highlighting, a minimap for large plans, related queries, and an integrated AI chat with query context.
**Query History revamp**
Many more columns with pagination and server-side sorting, plus filters for query text, blocked and queued queries, and error reasons.
**AI assistant threads**
Assistant conversations are saved as threads — search them, pick up where you left off, and rate responses.
**Custom query tags**
Generate [query tags](/external-docs/fundamentals/our-features/observability/query-tags.md) as plain text or with regex extraction.
Improvements
* Added line numbers to the SQL viewer.
* Made Marketplace database pickers sorted and searchable.
***
*January 14, 2026*
### Smart Pulse schedule editing
Full control over [Smart Pulse](/external-docs/fundamentals/our-features/automations/smart-pulse.md) schedules: edit or delete individual or recurring events, edit all events at once, change an event's classification, and get notified when a manual plan changes.
**On-demand auto-clustering recommendations**
Request an [auto-clustering](/external-docs/fundamentals/our-features/auto-clustering-agent.md) recommendation for any table straight from its table page.
Improvements
* Prevented saving incomplete schedule days, so broken schedules can't be created.
* Polished the calendar and day selectors in the schedule editor.
Fixes
* Fixed applying schedules that include manual plans.