# sanda docs

> Guides, connector setup and reference for sanda: connect your business data, model it once, and put it to work.

sanda is a managed data platform for Australian businesses: connections bring business systems into a sanda warehouse (a standard PostgreSQL database), the semantic fluid gives the data one shared business vocabulary, and cherry (sanda’s AI data agent), sanda search, MCP for AI assistants and reports all build on it. Every page below is also available as Markdown at the same address with `.md` appended.

## Guides

- [Welcome to sanda](https://docs.sanda-os.com.au/get-started.md): sanda brings your business systems into a warehouse of your own, gives the data a shared business language, and puts it to work in answers, search and reports.
- [Quickstart](https://docs.sanda-os.com.au/get-started/quickstart.md): Go from sign-up to your first answer and your first report, in the order sanda needs the steps.
- [How sanda works](https://docs.sanda-os.com.au/get-started/how-becca-works.md): What each layer of sanda does, where your data lives, how it flows from a source to an answer, what is computed when, and what is metered.
- [Core concepts](https://docs.sanda-os.com.au/get-started/concepts.md): The ideas behind sanda in plain terms, from workspace and warehouse to the semantic fluid, cherry, reports and MCP, each linked to its page.
- [A tour of the console](https://docs.sanda-os.com.au/get-started/console-tour.md): Every area in the console's left navigation and what it is for, plus the top bar, the usage meter and the cherry pane.
- [Set up with cherry](https://docs.sanda-os.com.au/get-started/setup-with-cherry.md): The five-step setup checklist cherry draws in a new workspace, what each step does, and exactly when it counts as done.
- [Your first week](https://docs.sanda-os.com.au/get-started/first-week.md): A practical plan for a trial, from your first data to your first scheduled report, with a decision about your edition before the credit runs out.
- [sanda warehouse](https://docs.sanda-os.com.au/warehouse.md): A standard PostgreSQL database in Sydney where everything you connect or upload lands, and where your models are built.
- [Provision a warehouse](https://docs.sanda-os.com.au/warehouse/provision.md): Create your first sanda warehouse, add more, and recover if provisioning stops partway.
- [Explore your warehouse](https://docs.sanda-os.com.au/warehouse/explorer.md): Browse schemas, tables, views and columns, and preview real rows, without writing any SQL.
- [sanda sql](https://docs.sanda-os.com.au/warehouse/sql.md): Run your own SQL directly on a warehouse. Read-only by default, capped, timed and recorded in the audit trail.
- [Optimise](https://docs.sanda-os.com.au/warehouse/optimise.md): Find what is slowing a warehouse down or costing it storage, read the evidence and the exact statement, and apply the changes you choose.
- [Usage, budgets and suspension](https://docs.sanda-os.com.au/warehouse/usage-and-suspension.md): How storage and compute accrue, what warehouse limits do at 80% and 100%, and what happens when a budget suspends your warehouses.
- [Take your data with you](https://docs.sanda-os.com.au/warehouse/export.md): Your warehouse is a standard PostgreSQL database, so you can leave with a full copy. What sanda offers today, and what it does not.
- [Connections](https://docs.sanda-os.com.au/connections.md): How data gets into sanda. Connect a system, load a CSV or let an assistant add rows, and see where each one lands in your warehouse.
- [Add a connection](https://docs.sanda-os.com.au/connections/add-a-connection.md): Connect a system to your warehouse. Choose the source, enter its details, name it and set a frequency, then choose what to sync and run the first sync.
- [Allowlist sanda's address](https://docs.sanda-os.com.au/connections/allowlist.md): Every sync reaches your systems from one fixed IP address. Allow it through your firewall before you connect a database or a locked-down store.
- [Load a CSV](https://docs.sanda-os.com.au/connections/upload-a-csv.md): Put a file straight into your warehouse with no connector and no schedule. sanda reads the header, types every column and lands the rows in a table.
- [Choose what to sync](https://docs.sanda-os.com.au/connections/choose-streams.md): Pick the tables a connection lands, how each one is read, and the cursor and primary key that incremental and deduplicated modes need.
- [Sync modes](https://docs.sanda-os.com.au/connections/sync-modes.md): How sanda reads a source on each run and writes it to your warehouse, and how to pick the right mode for each table.
- [Sync schedules](https://docs.sanda-os.com.au/connections/schedules.md): How often a connection runs, how the time grid and time zones work, and how to see every scheduled sync, task and delivery on one clock.
- [Monitor syncs](https://docs.sanda-os.com.au/connections/monitor-syncs.md): Follow a sync from the moment it starts, read the history of past runs, and know what sanda will and will not tell you when a run fails.
- [Edit, pause and delete connections](https://docs.sanda-os.com.au/connections/manage.md): Run a sync now, change what a connection syncs and when, stop it running, and delete it. Includes what the console can and cannot change after setup.
- [Troubleshoot connections](https://docs.sanda-os.com.au/connections/troubleshooting.md): What each connection error means and how to fix it, from a host sanda cannot reach to a table that has no rows attached.
- [Modelling](https://docs.sanda-os.com.au/modelling.md): Turn landed tables into cleaned, joined and rolled-up views that the semantic fluid is built on, drafted with cherry, previewed live and kept fresh by tasks.
- [Views and modelled tables](https://docs.sanda-os.com.au/modelling/views.md): Create a view or materialized view, preview it, put it on the semantic fluid, and refresh, redefine or drop it.
- [Procedures](https://docs.sanda-os.com.au/modelling/procedures.md): Write a procedure for work that takes more than one query, run it with arguments, and add it to a task.
- [Tasks](https://docs.sanda-os.com.au/modelling/tasks.md): Rebuild materialized views and run procedures in order, on a schedule, after a sync, or on demand, with a full run history.
- [Pipeline and scheduled tasks](https://docs.sanda-os.com.au/modelling/pipeline.md): See every sync, task, index build and report delivery on one timeline, find what failed, and understand the schedule grid.
- [The semantic fluid](https://docs.sanda-os.com.au/semantic-fluid.md): One vocabulary for your business, written down once and shared by queries, cherry, reports and AI assistants, so everyone gets the same number.
- [The map](https://docs.sanda-os.com.au/semantic-fluid/the-map.md): The Semantic fluid page draws your tables as cards and your relationships as lines. Arrange it, select tables and open the panels around it.
- [Learn from my data](https://docs.sanda-os.com.au/semantic-fluid/learn.md): Ask cherry to read your warehouse and propose tables, metrics, dimensions, relationships and names for you to review. It uses AI, which is billed.
- [Review what sanda proposes](https://docs.sanda-os.com.au/semantic-fluid/review.md): Everything sanda proposes waits in one queue. Accept, correct or reject each suggestion, accept the lot, or ask cherry to do it.
- [Tables and datasets](https://docs.sanda-os.com.au/semantic-fluid/tables.md): Put tables from your warehouse on the map, choose their columns, set fact or dimension, group them into datasets and take them off again.
- [Metrics](https://docs.sanda-os.com.au/semantic-fluid/metrics.md): Define a number once, as SQL over one table, and every query, report and AI assistant uses that definition. Build metrics out of other metrics, across tables too.
- [Dimensions and filters](https://docs.sanda-os.com.au/semantic-fluid/dimensions-and-filters.md): Dimensions are the columns you slice by. Named filters say which rows count. Categories give one word to a way of slicing across source systems.
- [Relationships](https://docs.sanda-os.com.au/semantic-fluid/relationships.md): How tables join in the fluid. Draw a relationship, say which end holds one row, see how sanda suggests them, and fix a wrong one.
- [Naming rules](https://docs.sanda-os.com.au/semantic-fluid/naming.md): Every name in the fluid is lowercase, and a name is also a key. What sanda changes when you save, and how to add another word without making a duplicate.
- [Query the fluid](https://docs.sanda-os.com.au/semantic-fluid/query-the-fluid.md): Pick a metric, the dimensions to slice it by and the filters your team has named, and see the rows. sanda composes the SQL, with no AI involved.
- [What the agent is told](https://docs.sanda-os.com.au/semantic-fluid/agent-context.md): Read exactly what cherry and AI assistants receive about your business, and improve their answers by improving the fluid.
- [sanda search](https://docs.sanda-os.com.au/search.md): Find records by what their text says, by meaning and by words, using an index that lives inside your own warehouse.
- [Create a search service](https://docs.sanda-os.com.au/search/create-a-service.md): Choose the table, the key, the text and the filter columns for a search index, review the estimated cost, and start the first build.
- [Build and refresh an index](https://docs.sanda-os.com.au/search/build-and-refresh.md): How a search index is built, how to watch its progress, how to keep it fresh, what it costs, and what to do when a build fails.
- [Search your records](https://docs.sanda-os.com.au/search/use-search.md): Search an index by meaning and by words, narrow it with filters, read why each record matched, and search from cherry or a connected assistant.
- [Meet cherry](https://docs.sanda-os.com.au/cherry.md): cherry is sanda's data agent. Ask it about your numbers, and it builds metrics, views and reports when you say so.
- [Ask questions](https://docs.sanda-os.com.au/cherry/ask.md): How to ask cherry well, what a reply contains, how to follow up, and how to have cherry take you to a page.
- [What cherry can do](https://docs.sanda-os.com.au/cherry/capabilities.md): Everything cherry can read, build and change, grouped by what it does, and which parts depend on your role, your workspace's switches and your edition.
- [Actions and approvals](https://docs.sanda-os.com.au/cherry/actions-and-approvals.md): How cherry asks before it changes anything, what Ask first and Autonomous mean, and the few actions that always need your confirmation.
- [Memory and conversations](https://docs.sanda-os.com.au/cherry/memory-and-history.md): How cherry keeps your conversations, how to find and manage them, and how to have it remember facts about your business across all of them.
- [Models and AI usage](https://docs.sanda-os.com.au/cherry/models-and-usage.md): Choose the model cherry answers with, see what AI costs in the top bar, and know what happens when the daily AI limit is reached.
- [Reports](https://docs.sanda-os.com.au/reports.md): A report is a canvas of blocks built on your semantic fluid. Build one by hand or with cherry, then share it, email it or publish it to readers.
- [The report canvas](https://docs.sanda-os.com.au/reports/canvas.md): Create a report, draw blocks on the page, arrange them, filter the whole report at once, and restore an earlier version.
- [Blocks](https://docs.sanda-os.com.au/reports/blocks.md): The six kinds of block on a report canvas (kpi, bar, line, table, text and header), what each one shows, and the settings each one takes.
- [Sheets and formulas](https://docs.sanda-os.com.au/reports/sheets.md): Sort, total and format a table block, add columns of your own written as Excel-style formulas, and download the result as an Excel workbook.
- [Report colours and logo](https://docs.sanda-os.com.au/reports/themes.md): Set your workspace's report colours and logo once under Settings, and override them on a single report when it needs its own look.
- [Build reports with cherry](https://docs.sanda-os.com.au/reports/build-with-cherry.md): Ask cherry to build a whole report from a sentence, or to change one that exists by setting its window, retitling a block, redefining it or taking it off.
- [Share a report](https://docs.sanda-os.com.au/reports/sharing.md): Choose who in your workspace can open a report, and send a public link to people outside it, such as a board or a client, that you can revoke at any time.
- [Schedules and delivery](https://docs.sanda-os.com.au/reports/delivery.md): Email a report on a schedule with a PDF and a PNG attached, or post it to Slack or a webhook. Set recipients, send now, pause, and see how each run went.
- [The reports portal](https://docs.sanda-os.com.au/reports/portal.md): A place for the people you build reports for. Publish to readers who sign in, limit each to their own rows, and let them ask cherry about the numbers.
- [Push](https://docs.sanda-os.com.au/push.md): Write sanda's agreed numbers into the fields of your Salesforce records. Each run sends only the records whose values changed.
- [Connect Salesforce](https://docs.sanda-os.com.au/push/connect-salesforce.md): Connect the Salesforce org a push writes to, by signing in to Salesforce as the user sanda writes as.
- [Create a push](https://docs.sanda-os.com.au/push/create-a-push.md): Choose the Salesforce object, how each record is found and the sanda value for every field, then preview what the first run would send.
- [Runs and refusals](https://docs.sanda-os.com.au/push/runs.md): What each run of a push did, why a record was refused or held, how Push treats your Salesforce API allowance, and what happens when runs fail.
- [Workspace settings](https://docs.sanda-os.com.au/workspace.md): What each tab of Settings controls, who can change it, and where the detail lives.
- [Members and roles](https://docs.sanda-os.com.au/workspace/members-and-roles.md): Invite people to your workspace, choose what each person can do, change a role, remove someone, or hand the workspace to another owner.
- [Sign in](https://docs.sanda-os.com.au/workspace/sign-in.md): How you sign in to sanda with a one-time email link or Google or Apple, how long a session lasts, and how to sign out of every browser.
- [Two-step verification](https://docs.sanda-os.com.au/workspace/two-step.md): Add a six-digit code from an authenticator app to your sign-in, keep recovery codes, and see how an owner can require it for everyone.
- [Security](https://docs.sanda-os.com.au/workspace/security.md): How sanda keeps workspaces apart, where data is held, who can reach it, how agents are controlled, and how to report a vulnerability.
- [Privacy and your data](https://docs.sanda-os.com.au/workspace/privacy.md): Which consent prompts you will meet, what sanda collects, what reaches an AI model, how long data is kept, and how to ask for your information.
- [Close or delete a workspace](https://docs.sanda-os.com.au/workspace/close-or-delete.md): Close a workspace to make it read-only for 90 days, reopen it, or delete it straight away. What happens to your data, and how to take a copy first.
- [How billing works](https://docs.sanda-os.com.au/billing.md): A flat monthly platform fee plus what you use, in Australian dollars, billed monthly in arrears. What is measured, what is free, and how a part month is handled.
- [Editions](https://docs.sanda-os.com.au/billing/editions.md): Basic, Standard and Enterprise compared, what each adds, how a feature your edition lacks is refused, and how to move between Basic and Standard or ask for another edition.
- [Usage and metering](https://docs.sanda-os.com.au/billing/usage.md): The rate card, how sanda measures storage, compute, sync runs and AI, where to watch each in the console, and how to estimate a month.
- [Free trial](https://docs.sanda-os.com.au/billing/trial.md): A free trial comes with credit and every feature and needs no card. What freezes when the credit runs out, and how to carry on.
- [Budgets and AI limits](https://docs.sanda-os.com.au/billing/budgets-and-limits.md): Set a daily AI limit and a monthly budget, choose when sanda emails you, and see what a budget suspension stops and how to resume.
- [Invoices](https://docs.sanda-os.com.au/billing/invoices.md): When sanda invoices you, what each line means, how GST appears on a tax invoice, where to find your invoices, and how to pay.
- [Getting help](https://docs.sanda-os.com.au/help.md): How to reach sanda's team from the console or by email, what support covers on each edition, and how to report a security issue.
- [Troubleshooting](https://docs.sanda-os.com.au/help/troubleshooting.md): Fixes for the most common problems, including sign-in emails, failed syncs, a suspended or frozen workspace, AI limits, MCP and report deliveries.
- [FAQ](https://docs.sanda-os.com.au/help/faq.md): Answers to common questions about where your data is held, who can see it, AI and privacy, the trial, billing, and closing a workspace.

## Connectors

- [Connector catalogue](https://docs.sanda-os.com.au/connectors.md): Every system sanda can bring into your warehouse, how a connector works, and what to do when yours is not listed.
- [PostgreSQL](https://docs.sanda-os.com.au/connectors/postgres.md): Bring tables and views from a PostgreSQL database into your warehouse, on a schedule, with optional incremental reads.
- [MySQL](https://docs.sanda-os.com.au/connectors/mysql.md): Bring tables from a MySQL or MariaDB database into your warehouse, on a schedule, with optional incremental reads.
- [SQL Server](https://docs.sanda-os.com.au/connectors/mssql.md): Connect SQL Server to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [MongoDB](https://docs.sanda-os.com.au/connectors/mongodb.md): Connect MongoDB to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Oracle](https://docs.sanda-os.com.au/connectors/oracle.md): Connect Oracle to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Snowflake](https://docs.sanda-os.com.au/connectors/snowflake.md): Connect Snowflake to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [BigQuery](https://docs.sanda-os.com.au/connectors/bigquery.md): Connect BigQuery to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Redshift](https://docs.sanda-os.com.au/connectors/redshift.md): Connect Redshift to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [ClickHouse](https://docs.sanda-os.com.au/connectors/clickhouse.md): Connect ClickHouse to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [DynamoDB](https://docs.sanda-os.com.au/connectors/dynamodb.md): Connect DynamoDB to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Elasticsearch](https://docs.sanda-os.com.au/connectors/elasticsearch.md): Connect Elasticsearch to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [CockroachDB](https://docs.sanda-os.com.au/connectors/cockroachdb.md): Connect CockroachDB to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [CSV / files](https://docs.sanda-os.com.au/connectors/csv.md): Read a file from a web address or cloud storage into one table in your warehouse, and read it again on every sync.
- [S3 / object storage](https://docs.sanda-os.com.au/connectors/s3.md): Connect S3 / object storage to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Google Sheets](https://docs.sanda-os.com.au/connectors/google_sheets.md): Bring the tabs of a Google spreadsheet into your warehouse, one table per tab, read again on every sync.
- [Google Drive](https://docs.sanda-os.com.au/connectors/google_drive.md): Connect Google Drive to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Azure Blob Storage](https://docs.sanda-os.com.au/connectors/azure_blob_storage.md): Connect Azure Blob Storage to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [SFTP](https://docs.sanda-os.com.au/connectors/sftp.md): Connect SFTP to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Google Cloud Storage](https://docs.sanda-os.com.au/connectors/gcs.md): Connect Google Cloud Storage to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Stripe](https://docs.sanda-os.com.au/connectors/stripe.md): Bring customers, invoices, charges, subscriptions and the rest of your Stripe account into your warehouse, with history.
- [Xero](https://docs.sanda-os.com.au/connectors/xero.md): Bring invoices, contacts, payments and the rest of your Xero organisation's accounting data into your warehouse.
- [QuickBooks](https://docs.sanda-os.com.au/connectors/quickbooks.md): Bring invoices, customers, items, payments, accounts and journal entries from QuickBooks Online into your warehouse.
- [NetSuite](https://docs.sanda-os.com.au/connectors/netsuite.md): Connect NetSuite to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [PayPal](https://docs.sanda-os.com.au/connectors/paypal.md): Connect PayPal to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Square](https://docs.sanda-os.com.au/connectors/square.md): Connect Square to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Chargebee](https://docs.sanda-os.com.au/connectors/chargebee.md): Connect Chargebee to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Recurly](https://docs.sanda-os.com.au/connectors/recurly.md): Connect Recurly to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Braintree](https://docs.sanda-os.com.au/connectors/braintree.md): Connect Braintree to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Zuora](https://docs.sanda-os.com.au/connectors/zuora.md): Bring Zuora data into sanda. It has no self-serve form, so the sanda team sets the connection up with you.
- [Shopify](https://docs.sanda-os.com.au/connectors/shopify.md): Bring orders, products, customers, inventory and the rest of your Shopify store into your warehouse.
- [WooCommerce](https://docs.sanda-os.com.au/connectors/woocommerce.md): Connect WooCommerce to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Amazon Seller Partner](https://docs.sanda-os.com.au/connectors/amazon_seller.md): Connect Amazon Seller Partner to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Amazon Ads](https://docs.sanda-os.com.au/connectors/amazon_ads.md): Connect Amazon Ads to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [BigCommerce](https://docs.sanda-os.com.au/connectors/bigcommerce.md): Bring BigCommerce data into sanda. It has no self-serve form, so the sanda team sets the connection up with you.
- [Recharge](https://docs.sanda-os.com.au/connectors/recharge.md): Connect Recharge to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Salesforce](https://docs.sanda-os.com.au/connectors/salesforce.md): Bring accounts, contacts, leads, opportunities and other Salesforce objects, custom ones included, into your warehouse.
- [HubSpot](https://docs.sanda-os.com.au/connectors/hubspot.md): Bring contacts, companies, deals, tickets and engagement activity from HubSpot into your warehouse.
- [Pipedrive](https://docs.sanda-os.com.au/connectors/pipedrive.md): Connect Pipedrive to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Zendesk](https://docs.sanda-os.com.au/connectors/zendesk.md): Connect Zendesk to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Intercom](https://docs.sanda-os.com.au/connectors/intercom.md): Connect Intercom to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Freshdesk](https://docs.sanda-os.com.au/connectors/freshdesk.md): Connect Freshdesk to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Zoho CRM](https://docs.sanda-os.com.au/connectors/zoho_crm.md): Connect Zoho CRM to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Front](https://docs.sanda-os.com.au/connectors/front.md): Connect Front to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Close](https://docs.sanda-os.com.au/connectors/close_com.md): Connect Close to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Google Ads](https://docs.sanda-os.com.au/connectors/google_ads.md): Connect Google Ads to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Google Analytics 4](https://docs.sanda-os.com.au/connectors/google_analytics.md): Connect Google Analytics 4 to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Google Search Console](https://docs.sanda-os.com.au/connectors/google_search_console.md): Connect Google Search Console to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Facebook Marketing](https://docs.sanda-os.com.au/connectors/facebook_marketing.md): Connect Facebook Marketing to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Instagram](https://docs.sanda-os.com.au/connectors/instagram.md): Connect Instagram to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [TikTok Marketing](https://docs.sanda-os.com.au/connectors/tiktok.md): Connect TikTok Marketing to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [LinkedIn Ads](https://docs.sanda-os.com.au/connectors/linkedin_ads.md): Connect LinkedIn Ads to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Klaviyo](https://docs.sanda-os.com.au/connectors/klaviyo.md): Connect Klaviyo to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Mailchimp](https://docs.sanda-os.com.au/connectors/mailchimp.md): Connect Mailchimp to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Mixpanel](https://docs.sanda-os.com.au/connectors/mixpanel.md): Connect Mixpanel to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Amplitude](https://docs.sanda-os.com.au/connectors/amplitude.md): Connect Amplitude to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Typeform](https://docs.sanda-os.com.au/connectors/typeform.md): Connect Typeform to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Microsoft Advertising](https://docs.sanda-os.com.au/connectors/bing_ads.md): Connect Microsoft Advertising to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Pinterest](https://docs.sanda-os.com.au/connectors/pinterest.md): Connect Pinterest to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Snapchat Ads](https://docs.sanda-os.com.au/connectors/snapchat_marketing.md): Connect Snapchat Ads to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Iterable](https://docs.sanda-os.com.au/connectors/iterable.md): Connect Iterable to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [SendGrid](https://docs.sanda-os.com.au/connectors/sendgrid.md): Connect SendGrid to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Braze](https://docs.sanda-os.com.au/connectors/braze.md): Connect Braze to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [PostHog](https://docs.sanda-os.com.au/connectors/posthog.md): Connect PostHog to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [SurveyMonkey](https://docs.sanda-os.com.au/connectors/surveymonkey.md): Connect SurveyMonkey to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [GitHub](https://docs.sanda-os.com.au/connectors/github.md): Connect GitHub to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Jira](https://docs.sanda-os.com.au/connectors/jira.md): Connect Jira to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Notion](https://docs.sanda-os.com.au/connectors/notion.md): Connect Notion to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Airtable](https://docs.sanda-os.com.au/connectors/airtable.md): Connect Airtable to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Slack](https://docs.sanda-os.com.au/connectors/slack.md): Connect Slack to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Asana](https://docs.sanda-os.com.au/connectors/asana.md): Connect Asana to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [GitLab](https://docs.sanda-os.com.au/connectors/gitlab.md): Connect GitLab to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Monday](https://docs.sanda-os.com.au/connectors/monday.md): Connect Monday to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [ClickUp](https://docs.sanda-os.com.au/connectors/clickup.md): Connect ClickUp to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Zoom](https://docs.sanda-os.com.au/connectors/zoom.md): Connect Zoom to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Twilio](https://docs.sanda-os.com.au/connectors/twilio.md): Connect Twilio to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Harvest](https://docs.sanda-os.com.au/connectors/harvest.md): Connect Harvest to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [BambooHR](https://docs.sanda-os.com.au/connectors/bamboo_hr.md): Connect BambooHR to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [Greenhouse](https://docs.sanda-os.com.au/connectors/greenhouse.md): Connect Greenhouse to sanda: what to prepare, the fields the connection form asks for, and how its data lands in your warehouse.
- [MYOB](https://docs.sanda-os.com.au/connectors/myob.md): Bring MYOB data into sanda. It has no self-serve form, so the sanda team sets the connection up with you.
- [Something else](https://docs.sanda-os.com.au/connectors/other.md): Bring Something else data into sanda. It has no self-serve form, so the sanda team sets the connection up with you.

## Developers

- [MCP and agents](https://docs.sanda-os.com.au/mcp.md): Connect Claude, ChatGPT or another MCP client to your semantic fluid, with scoped permissions, approvals and a record of every call.
- [Connect Claude](https://docs.sanda-os.com.au/mcp/connect-claude.md): Add sanda to Claude as a custom connector, sign in, choose what Claude may do, and check that it works. Claude Code and the Claude API use a token.
- [Connect other MCP clients](https://docs.sanda-os.com.au/mcp/connect-other-clients.md): Connect ChatGPT or any MCP client to sanda with OAuth or an integration token, including discovery, registration, the token endpoint and a curl example.
- [Agent tokens](https://docs.sanda-os.com.au/mcp/agent-tokens.md): Create, scope, rotate and revoke the integration tokens that Claude Code, agents and Excel use to reach your workspace, and keep them safe.
- [Permissions and approvals](https://docs.sanda-os.com.au/mcp/permissions.md): What each MCP permission allows, who can grant it, how to make risky agent actions wait for a person, and where every action is recorded.
- [MCP tool reference](https://docs.sanda-os.com.au/mcp/tools.md): Every tool sanda's MCP server offers, with the scope it needs, its parameters and what it does. Generated from the tool definitions the server runs.
- [Excel and Power BI (OData)](https://docs.sanda-os.com.au/odata.md): Open your semantic fluid in Excel or Power BI as live, refreshable tables. Nothing to install: paste one address and a token.
- [Connect Excel](https://docs.sanda-os.com.au/odata/excel.md): Load your semantic fluid into Excel as live tables with Data, Get Data, From OData Feed. Use a Basic sign-in with an integration token, then refresh.
- [Connect Power BI](https://docs.sanda-os.com.au/odata/power-bi.md): Read your semantic fluid in Power BI Desktop with the OData feed connector, shape it in Power Query, and keep it fresh with scheduled refresh in the service.
- [OData feed reference](https://docs.sanda-os.com.au/odata/reference.md): The sanda OData feed in full: addresses, tables, data types, query options, the filter grammar, paging, limits and every error it returns.

## Reference

- [Reference](https://docs.sanda-os.com.au/reference.md): Exact answers, generated from the product wherever possible: limits, scopes, sync modes, filters, formulas, SQL and every sanda term.
- [Glossary](https://docs.sanda-os.com.au/reference/glossary.md): Every sanda term in alphabetical order, each with a short definition and a link to the page that covers it.
- [Limits](https://docs.sanda-os.com.au/reference/limits.md): Every limit sanda enforces, per edition, what happens when you reach one, and which you can raise.
- [Scopes](https://docs.sanda-os.com.au/reference/scopes.md): Every permission an integration token or connected app can hold, what it includes, which are privileged, and which MCP tools each one allows.
- [Sync modes](https://docs.sanda-os.com.au/reference/sync-modes.md): The five ways sanda can read a source and write it to your warehouse, with what each needs and how each treats edits, deletes and history.
- [Filters and date ranges](https://docs.sanda-os.com.au/reference/filters.md): The operators and named date periods behind every filter in sanda, how a condition is read, how date windows begin and end, and which time zone they use.
- [Sheet formulas](https://docs.sanda-os.com.au/reference/sheet-formulas.md): Every operator, function, error and number format a report sheet formula understands, with worked examples on a small table.
- [SQL reference](https://docs.sanda-os.com.au/reference/sql.md): The SQL dialect, schemas and naming, the columns sanda adds, what sanda sql allows and refuses, limits, and worked example queries.
- [Keyboard shortcuts](https://docs.sanda-os.com.au/reference/keyboard-shortcuts.md): Every keyboard shortcut in the console, covering the cherry pane, message boxes, the suggestion queue, the map, the report canvas and the SQL shell.

## Release notes

- [Release notes](https://docs.sanda-os.com.au/releases.md): What changed in sanda each month, in plain words: new features, behaviour changes, visible fixes and pricing changes.
- [October 2026](https://docs.sanda-os.com.au/releases/2026-10.md): becca is now sanda, numbers from different tables in one answer, Push to Salesforce, a data region at signup, and fixes to sign-in, the SQL shell and reports.
- [September 2026](https://docs.sanda-os.com.au/releases/2026-09.md): Reports become canvases, sanda search, the modelling layer, the OData feed, cherry across the console, three editions and the reports portal.
- [August 2026](https://docs.sanda-os.com.au/releases/2026-08.md): The first month of sanda: sign-in and the console, warehouses and connections, the semantic fluid as a map, and chat over your own definitions.