# Fundamentals - [Getting set up](https://docs.seemoredata.io/external-docs/fundamentals/getting-set-up.md): Connect Seemore to your Snowflake account, data tools, and authentication provider. Setup typically takes under 20 minutes. - [Setting Integrations](https://docs.seemoredata.io/external-docs/fundamentals/getting-set-up/setting-integrations.md) - [Snowflake](https://docs.seemoredata.io/external-docs/fundamentals/getting-set-up/setting-integrations/snowflake.md): Seemore>Data natively supports Snowflake, which allows you to integrate your Snowflake account with your Seemore's workspace seamlessly. - [Create Snowflake User and Privileges](https://docs.seemoredata.io/external-docs/fundamentals/getting-set-up/setting-integrations/snowflake/create-snowflake-user-and-privileges.md): In this section, we'll take care of having the prerequisites for creating a Snowflake - Seemore integration. - [Integration with Seemore](https://docs.seemoredata.io/external-docs/fundamentals/getting-set-up/setting-integrations/snowflake/integration-with-seemore.md) - [dbt](https://docs.seemoredata.io/external-docs/fundamentals/getting-set-up/setting-integrations/dbt.md): Seemore supports dbt Cloud and dbt Core to enrich your metadata with transformation context, lineage, and cost attribution. - [dbt Cloud](https://docs.seemoredata.io/external-docs/fundamentals/getting-set-up/setting-integrations/dbt/dbt-cloud.md): If you have a dbt Cloud account, Seemore can use the Cloud APIs and dbt Metadata APIs to enrich your metadata in Seemore. - [dbt Core](https://docs.seemoredata.io/external-docs/fundamentals/getting-set-up/setting-integrations/dbt/dbt-core.md): DBT Core integration to Seemore>data - [Airflow](https://docs.seemoredata.io/external-docs/fundamentals/getting-set-up/setting-integrations/airflow.md): Seemore natively supports Airflow, which allows you to integrate your Airflow with your Seemore workspace seamlessly. - [Airflow (Astronomer)](https://docs.seemoredata.io/external-docs/fundamentals/getting-set-up/setting-integrations/airflow/airflow-astronomer.md): Seemore natively supports Airflow, which allows you to integrate your Airflow with your Seemore workspace seamlessly. - [Airflow (Composer)](https://docs.seemoredata.io/external-docs/fundamentals/getting-set-up/setting-integrations/airflow/airflow-composer.md): Seemore natively supports Airflow, which allows you to integrate your Airflow with your Seemore workspace seamlessly. - [Airflow](https://docs.seemoredata.io/external-docs/fundamentals/getting-set-up/setting-integrations/airflow/airflow.md): Seemore natively supports Airflow, which allows you to integrate your Airflow with your Seemore workspace seamlessly. - [Rivery](https://docs.seemoredata.io/external-docs/fundamentals/getting-set-up/setting-integrations/rivery.md) - [Fivetran](https://docs.seemoredata.io/external-docs/fundamentals/getting-set-up/setting-integrations/fivetran.md): To integrate Seemore with your Fivetran account, you need a user with appropriate permissions and an API key for authentication. - [Looker](https://docs.seemoredata.io/external-docs/fundamentals/getting-set-up/setting-integrations/looker.md): Seemore natively supports Looker, which allows you to seamlessly integrate your Looker with your Seemore workspace. - [PowerBI](https://docs.seemoredata.io/external-docs/fundamentals/getting-set-up/setting-integrations/powerbi.md): Seemore natively supports PowerBI, which allows you to seamlessly integrate your PowerBi with your Seemore workspace. - [Tableau](https://docs.seemoredata.io/external-docs/fundamentals/getting-set-up/setting-integrations/tableau.md): This guide will allow integrating Tableau to the Seemore platform. - [Authentication](https://docs.seemoredata.io/external-docs/fundamentals/getting-set-up/authentication.md): Configure single sign-on and user provisioning for your Seemore workspace. - [Setup Okta SSO](https://docs.seemoredata.io/external-docs/fundamentals/getting-set-up/authentication/setup-okta-sso.md) - [Setup Microsoft Entra ID SSO](https://docs.seemoredata.io/external-docs/fundamentals/getting-set-up/authentication/setup-entra-id-sso.md) - [Our Features](https://docs.seemoredata.io/external-docs/fundamentals/our-features.md): Seemore's automation and monitoring features continuously optimize your Snowflake environment — reducing costs, improving performance, and surfacing actionable insights without manual effort. - [Automations](https://docs.seemoredata.io/external-docs/fundamentals/our-features/automations.md): Hands-free optimizations that continuously reduce your Snowflake compute spend while keeping performance intact. - [Auto Shutdown](https://docs.seemoredata.io/external-docs/fundamentals/our-features/automations/auto-shutdown.md): This automation helps you reduce Snowflake compute costs by automatically shutting down idle warehouses. - [Auto Scaler](https://docs.seemoredata.io/external-docs/fundamentals/our-features/automations/auto-scaler.md): This automation optimizes multi-cluster warehouses by scaling cluster count in based on actual query load, reducing idle cluster spend. - [Smart Pulse](https://docs.seemoredata.io/external-docs/fundamentals/our-features/automations/smart-pulse.md): Our automatic configuration scheduler, the best way to optimize your warehouse configuration dynamically. - [Burst Protector](https://docs.seemoredata.io/external-docs/fundamentals/our-features/automations/smart-pulse/burst-protector.md): A safety net for Smart Pulse that automatically handles sudden query spikes by temporarily scaling up warehouse capacity. - [Live Tuning](https://docs.seemoredata.io/external-docs/fundamentals/our-features/automations/live-tuning.md): Temporarily override a warehouse's configuration to handle high query load, with automatic revert after a set duration. - [Auto-Clustering Agent](https://docs.seemoredata.io/external-docs/fundamentals/our-features/auto-clustering-agent.md): Helps you choose the right clustering keys and decide where to enable clustering, where to keep it, and where to remove it to save money. - [Query Analyzer](https://docs.seemoredata.io/external-docs/fundamentals/our-features/query-analyzer.md): Query Analyzer is an Agent that generates a structured analysis of the selected query using available plan/profile/history signals. - [Observability](https://docs.seemoredata.io/external-docs/fundamentals/our-features/observability.md): Tools for exploring, filtering, and understanding your Snowflake cost and query data across the platform. - [Views](https://docs.seemoredata.io/external-docs/fundamentals/our-features/observability/views.md): Save and reuse filter configurations across screens for faster, repeatable analysis. - [Contract View](https://docs.seemoredata.io/external-docs/fundamentals/our-features/observability/contract-view.md): Track your Snowflake contract spend, consumption trends, and savings. - [Query Tags](https://docs.seemoredata.io/external-docs/fundamentals/our-features/observability/query-tags.md): Filter, group, and attribute Snowflake query costs to the tools and pipelines that generated them using automatically extracted query tags. - [Waste Reduction](https://docs.seemoredata.io/external-docs/fundamentals/our-features/waste-reduction.md): Identify and eliminate wasted spend across your data infrastructure — from orphan tables and unused pipelines to over-scheduled refreshes and idle BI licenses. - [Orphan Tables](https://docs.seemoredata.io/external-docs/fundamentals/our-features/waste-reduction/orphan-tables.md): Identify tables and views with no pipeline connections and zero query activity so you can safely drop them to reclaim storage. - [Unused Data Flows](https://docs.seemoredata.io/external-docs/fundamentals/our-features/waste-reduction/unused-data-flows.md): Find tables that are actively written to by pipelines but never read — the upstream compute and orchestration cost is pure waste. - [Frequency Optimization](https://docs.seemoredata.io/external-docs/fundamentals/our-features/waste-reduction/frequency-optimization.md): Identify tables that are refreshed far more often than they are read and reduce pipeline frequency to save compute. - [Inactive Users](https://docs.seemoredata.io/external-docs/fundamentals/our-features/waste-reduction/inactive-users.md): Identify BI platform users who haven't logged in within a configurable threshold and reclaim their licenses to reduce subscription costs. - [Compute Idle Optimization](https://docs.seemoredata.io/external-docs/fundamentals/our-features/waste-reduction/compute-idle-optimization.md): Detect high-frequency queries that keep Snowflake warehouses alive unnecessarily and reclaim wasted idle compute spend. - [Cortex Code Cost Control](https://docs.seemoredata.io/external-docs/fundamentals/our-features/cortex-code-cost-control.md): Set daily credit limits for Snowflake Cortex Code usage at the account or per-user level, split by Snowsight and CLI. - [Monitoring Cost Management](https://docs.seemoredata.io/external-docs/fundamentals/our-features/monitoring-cost-management.md) - [Anomalies Detection](https://docs.seemoredata.io/external-docs/fundamentals/our-features/monitoring-cost-management/anomalies-detection.md) - [Budget Groups](https://docs.seemoredata.io/external-docs/fundamentals/our-features/monitoring-cost-management/budget-groups.md): This page explains how to set, monitor, and get alerts for spending using Budget Groups. - [Marketplace](https://docs.seemoredata.io/external-docs/fundamentals/marketplace.md): Seemore apps available on the Snowflake Marketplace — install directly into your Snowflake account. - [Snowflake Efficiency Score](https://docs.seemoredata.io/external-docs/fundamentals/marketplace/snowflake-efficiency-score.md): A free Snowflake Native App that runs a fast, secure health check on your warehouses and delivers an Efficiency Score with estimated annual savings. - [Installation](https://docs.seemoredata.io/external-docs/fundamentals/marketplace/snowflake-efficiency-score/installation.md): Step-by-step guide to installing and launching the Snowflake Efficiency Score app from the Snowflake Marketplace. - [Understanding Your Score](https://docs.seemoredata.io/external-docs/fundamentals/marketplace/snowflake-efficiency-score/understanding-your-score.md): How the Efficiency Score is calculated, what the health ratings mean, and how to interpret the savings estimate. - [Efficiency Indicators](https://docs.seemoredata.io/external-docs/fundamentals/marketplace/snowflake-efficiency-score/efficiency-indicators.md): A detailed look at each efficiency indicator: what it measures, how the analysis works, and what actions you can take. - [Settings](https://docs.seemoredata.io/external-docs/fundamentals/settings.md): Configure how Seemore communicates with your team, schedule reports, and organize your workspace with domains. - [Communication Channels](https://docs.seemoredata.io/external-docs/fundamentals/settings/communication-channels.md): The Channel page lets you configure how Seemore communicates with you — including anomaly notifications and scheduled reports. - [Reports](https://docs.seemoredata.io/external-docs/fundamentals/settings/reports.md): The Reports feature provides scheduled summaries of compute-unit spending across your environment. Reports help teams identify cost trends and changes without logging into dashboards. - [Domains](https://docs.seemoredata.io/external-docs/fundamentals/settings/domains.md): Dedicated filtered view of the platform that fits your needs --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://docs.seemoredata.io/external-docs/fundamentals.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.