--- title: "Stripe to Slack | OWOX" canonical: "https://www.owox.com/connectors/stripe-insights-to-slack" updated: "2026-11-09" --- # Send Stripe refunds to Slack A weekly look at money going back to customers, posted where support and finance already talk. Stripe goes into your data warehouse first, where refunds are read next to the charges and disputes, and only then reaches Slack. ![](data:image/svg+xml;utf8,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20fill%3D%22none%22%20height%3D%2248%22%20viewBox%3D%220%200%2048%2048%22%20width%3D%2248%22%3E%0A%3Crect%20width%3D%2248%22%20height%3D%2248%22%20rx%3D%2210%22%20fill%3D%22%23635BFF%22%2F%3E%0A%3Cpath%20transform%3D%22translate\(9%209\)%20scale\(1.25\)%22%20fill%3D%22%23fff%22%20d%3D%22M13.976%209.15c-2.172-.806-3.356-1.426-3.356-2.409%200-.831.683-1.305%201.901-1.305%202.227%200%204.515.858%206.09%201.631l.89-5.494C18.252.975%2015.697%200%2012.165%200%209.667%200%207.589.654%206.104%201.872%204.56%203.147%203.757%204.992%203.757%207.218c0%204.039%202.467%205.76%206.476%207.219%202.585.92%203.445%201.574%203.445%202.583%200%20.98-.84%201.545-2.354%201.545-1.875%200-4.965-.921-6.99-2.109l-.9%205.555C5.175%2022.99%208.385%2024%2011.714%2024c2.641%200%204.843-.624%206.328-1.813%201.664-1.305%202.525-3.236%202.525-5.732%200-4.128-2.524-5.851-6.594-7.305h.003z%22%2F%3E%0A%3C%2Fsvg%3E%0A)Stripe · Connected · Balance transact… · Charges · Customers · Disputes Data Mart · Published · one definition ![](https://cdn.owox.com/www/portfolio-management-data-destination/slack/logo/2.svg/public)Slack · Id · Accou… · Livem…Daily 09:00 Refreshed on a schedule. No exports, no copy-paste. [Get started free](https://www.owox.com/app-signup) ## Endpoints ## Stripe Endpoints [Documentation](https://docs.stripe.com/api) 14 Stripe endpoints you can import. Each lands in its own table in your data warehouse. * [Balance transactions Every movement of money through the Stripe balance: charges, refunds, disputes, fees, payouts, adjustments. 16 fields · Time series](/data-sources/stripe#schema-balance-transactions) * [Charges One row per charge attempt: amount, outcome, card details, who paid and which invoice or payment intent it belongs to. 33 fields · Time series](/data-sources/stripe#schema-charges) * [Customers Every customer object: identity, billing country, delinquency and balance. 17 fields](/data-sources/stripe#schema-customers) * [Disputes One row per dispute (chargeback) with its status and evidence deadline. 14 fields · Time series](/data-sources/stripe#schema-disputes) * [Events The audit trail: every change Stripe recorded (invoice.paid, customer.subscription.updated, charge.refunded, …) with the id of the object it concerns. 11 fields · Time series](/data-sources/stripe#schema-events) * [Invoice line items Every line on every invoice: what was billed, for which price and product, for which period. 19 fields](/data-sources/stripe#schema-invoice-line-items) * [Invoices One row per invoice with amounts, status and period. 31 fields · Time series](/data-sources/stripe#schema-invoices) * [Payment intents One row per payment attempt lifecycle: how much was asked for, how much was received, and where it stands. 22 fields · Time series](/data-sources/stripe#schema-payment-intents) * [Payouts One row per transfer from the Stripe balance to the bank account: amount, arrival date, status. 18 fields · Time series](/data-sources/stripe#schema-payouts) * [Prices Every price (plan) of every product, active or not, with amount, currency and billing interval. 17 fields](/data-sources/stripe#schema-prices) * [Products The catalogue: every product, active or not. 13 fields](/data-sources/stripe#schema-products) * [Refunds One row per refund: how much was returned on which charge, why, and the balance transaction that reversed the money. 13 fields · Time series](/data-sources/stripe#schema-refunds) * [Subscription items The lines of every subscription: which price, how many units. 14 fields](/data-sources/stripe#schema-subscription-items) * [Subscriptions One row per subscription in any status (status=all), full refresh every run so cancellations and past-due states are current. 23 fields](/data-sources/stripe#schema-subscriptions) ## S00 · Why ## Why Stripe does not post refunds straight to Slack Stripe can notify you of a refund, but one at a time and without the charge behind it. A weekly message needs the refunds grouped by reason and read beside disputes, which means the data analyst joins them in a [data warehouse](/data-storages) first. * A refund event is a single record, not a week * Slack channels are quoted in meetings, so every figure needs one definition * The data analyst links refunds to charges and disputes and controls what the message says ![](data:image/svg+xml;utf8,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20fill%3D%22none%22%20height%3D%2248%22%20viewBox%3D%220%200%2048%2048%22%20width%3D%2248%22%3E%0A%3Crect%20width%3D%2248%22%20height%3D%2248%22%20rx%3D%2210%22%20fill%3D%22%23635BFF%22%2F%3E%0A%3Cpath%20transform%3D%22translate\(9%209\)%20scale\(1.25\)%22%20fill%3D%22%23fff%22%20d%3D%22M13.976%209.15c-2.172-.806-3.356-1.426-3.356-2.409%200-.831.683-1.305%201.901-1.305%202.227%200%204.515.858%206.09%201.631l.89-5.494C18.252.975%2015.697%200%2012.165%200%209.667%200%207.589.654%206.104%201.872%204.56%203.147%203.757%204.992%203.757%207.218c0%204.039%202.467%205.76%206.476%207.219%202.585.92%203.445%201.574%203.445%202.583%200%20.98-.84%201.545-2.354%201.545-1.875%200-4.965-.921-6.99-2.109l-.9%205.555C5.175%2022.99%208.385%2024%2011.714%2024c2.641%200%204.843-.624%206.328-1.813%201.664-1.305%202.525-3.236%202.525-5.732%200-4.128-2.524-5.851-6.594-7.305h.003z%22%2F%3E%0A%3C%2Fsvg%3E%0A)Stripe · Refunds, reasons ![](https://cdn.owox.com/www/portfolio-management-data-destination/slack/logo/2.svg/public)Slack No link to charges ![](data:image/svg+xml;utf8,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%2048%2048%22%20fill%3D%22none%22%3E%3Cpath%20d%3D%22M10.6842%2044.2221L0.419465%2026.278C-0.139822%2025.3001%20-0.139822%2023.6999%200.419465%2022.722L10.6842%204.77786C11.2435%203.79993%2012.6166%203%2013.7355%203H34.265C35.3838%203%2036.7567%203.79993%2037.3163%204.77786L47.5801%2022.722C48.14%2023.6999%2048.14%2025.3001%2047.5801%2026.278L37.3163%2044.2221C36.7567%2045.2001%2035.3838%2046%2034.265%2046H13.7355C12.6166%2046%2011.2435%2045.2001%2010.6842%2044.2221Z%22%20fill%3D%22%234486FA%22%2F%3E%3Cpath%20d%3D%22M30.6154%2018.3848L43.6923%2032.8463L37.3828%2043.85C36.8268%2044.8118%2035.4628%2045.5986%2034.3511%2045.5986L17.5385%2030.0771L30.6154%2018.3848Z%22%20fill%3D%22%233778ED%22%2F%3E%3Cpath%20d%3D%22M24.1539%2033.1537C28.997%2033.1537%2032.9231%2029.2276%2032.9231%2024.3845C32.9231%2019.5414%2028.997%2015.6152%2024.1539%2015.6152C19.3108%2015.6152%2015.3846%2019.5414%2015.3846%2024.3845C15.3846%2029.2276%2019.3108%2033.1537%2024.1539%2033.1537Z%22%20fill%3D%22white%22%2F%3E%3Cpath%20d%3D%22M31.2681%2029.2331L34.3825%2032.3476C34.7428%2032.7079%2034.7428%2033.2925%2034.3825%2033.6528L33.7296%2034.3057C33.3693%2034.666%2032.7847%2034.666%2032.4244%2034.3057L29.3099%2031.1913C28.9496%2030.831%2028.9496%2030.2464%2029.3099%2029.886L29.9628%2029.2331C30.3231%2028.8728%2030.9077%2028.8728%2031.2681%2029.2331Z%22%20fill%3D%22white%22%2F%3E%3Cpath%20d%3D%22M24.1538%2031.0003C27.8074%2031.0003%2030.7692%2028.0385%2030.7692%2024.3849C30.7692%2020.7313%2027.8074%2017.7695%2024.1538%2017.7695C20.5003%2017.7695%2017.5385%2020.7313%2017.5385%2024.3849C17.5385%2028.0385%2020.5003%2031.0003%2024.1538%2031.0003Z%22%20fill%3D%22%234486FA%22%2F%3E%3Cpath%20d%3D%22M24.1538%2029.4615C26.9577%2029.4615%2029.2308%2027.1884%2029.2308%2024.3845C29.2308%2021.5806%2026.9577%2019.3076%2024.1538%2019.3076C21.3499%2019.3076%2019.0769%2021.5806%2019.0769%2024.3845C19.0769%2027.1884%2021.3499%2029.4615%2024.1538%2029.4615Z%22%20fill%3D%22%234486FA%22%2F%3E%3Cpath%20fill-rule%3D%22evenodd%22%20clip-rule%3D%22evenodd%22%20d%3D%22M23.3846%2021.4619H25.2308V29.4619H23.3846V21.4619ZM26.4615%2024.8465H28.3077V28.5388H26.4615V24.8465ZM21.8462%2023.6158H20V28.5388H21.8462V23.6158Z%22%20fill%3D%22white%22%2F%3E%3C%2Fsvg%3E%0A)Data warehouse · Joined by id Charges · What was taken Disputes · Taken back ## S01 · Step 1 ## Step 1: Load Stripe into your data warehouse first Create a Data Mart with Stripe as the [data source](/data-sources) and choose where the data lands. The Stripe connector is a custom connector built in OWOX Data Marts, and the data goes into any popular data warehouse. * Refunds is one of 14 endpoints; each refund names its charge * Authorize with a restricted Stripe API key that has read access * Open the Stripe connector for your data warehouse below [Google BigQuery](/connectors/stripe-connector-to-google-bigquery) [AWS Athena](/connectors/stripe-connector-to-aws-athena) [Snowflake](/connectors/stripe-connector-to-snowflake) [AWS Redshift](/connectors/stripe-connector-to-aws-redshift) [Databricks](/connectors/stripe-connector-to-databricks) ![](data:image/svg+xml;utf8,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20fill%3D%22none%22%20height%3D%2248%22%20viewBox%3D%220%200%2048%2048%22%20width%3D%2248%22%3E%0A%3Crect%20width%3D%2248%22%20height%3D%2248%22%20rx%3D%2210%22%20fill%3D%22%23635BFF%22%2F%3E%0A%3Cpath%20transform%3D%22translate\(9%209\)%20scale\(1.25\)%22%20fill%3D%22%23fff%22%20d%3D%22M13.976%209.15c-2.172-.806-3.356-1.426-3.356-2.409%200-.831.683-1.305%201.901-1.305%202.227%200%204.515.858%206.09%201.631l.89-5.494C18.252.975%2015.697%200%2012.165%200%209.667%200%207.589.654%206.104%201.872%204.56%203.147%203.757%204.992%203.757%207.218c0%204.039%202.467%205.76%206.476%207.219%202.585.92%203.445%201.574%203.445%202.583%200%20.98-.84%201.545-2.354%201.545-1.875%200-4.965-.921-6.99-2.109l-.9%205.555C5.175%2022.99%208.385%2024%2011.714%2024c2.641%200%204.843-.624%206.328-1.813%201.664-1.305%202.525-3.236%202.525-5.732%200-4.128-2.524-5.851-6.594-7.305h.003z%22%2F%3E%0A%3C%2Fsvg%3E%0A)Stripe · Data Mart Your data warehouse · ![](data:image/svg+xml;utf8,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%2048%2048%22%20fill%3D%22none%22%3E%3Cpath%20d%3D%22M10.6842%2044.2221L0.419465%2026.278C-0.139822%2025.3001%20-0.139822%2023.6999%200.419465%2022.722L10.6842%204.77786C11.2435%203.79993%2012.6166%203%2013.7355%203H34.265C35.3838%203%2036.7567%203.79993%2037.3163%204.77786L47.5801%2022.722C48.14%2023.6999%2048.14%2025.3001%2047.5801%2026.278L37.3163%2044.2221C36.7567%2045.2001%2035.3838%2046%2034.265%2046H13.7355C12.6166%2046%2011.2435%2045.2001%2010.6842%2044.2221Z%22%20fill%3D%22%234486FA%22%2F%3E%3Cpath%20d%3D%22M30.6154%2018.3848L43.6923%2032.8463L37.3828%2043.85C36.8268%2044.8118%2035.4628%2045.5986%2034.3511%2045.5986L17.5385%2030.0771L30.6154%2018.3848Z%22%20fill%3D%22%233778ED%22%2F%3E%3Cpath%20d%3D%22M24.1539%2033.1537C28.997%2033.1537%2032.9231%2029.2276%2032.9231%2024.3845C32.9231%2019.5414%2028.997%2015.6152%2024.1539%2015.6152C19.3108%2015.6152%2015.3846%2019.5414%2015.3846%2024.3845C15.3846%2029.2276%2019.3108%2033.1537%2024.1539%2033.1537Z%22%20fill%3D%22white%22%2F%3E%3Cpath%20d%3D%22M31.2681%2029.2331L34.3825%2032.3476C34.7428%2032.7079%2034.7428%2033.2925%2034.3825%2033.6528L33.7296%2034.3057C33.3693%2034.666%2032.7847%2034.666%2032.4244%2034.3057L29.3099%2031.1913C28.9496%2030.831%2028.9496%2030.2464%2029.3099%2029.886L29.9628%2029.2331C30.3231%2028.8728%2030.9077%2028.8728%2031.2681%2029.2331Z%22%20fill%3D%22white%22%2F%3E%3Cpath%20d%3D%22M24.1538%2031.0003C27.8074%2031.0003%2030.7692%2028.0385%2030.7692%2024.3849C30.7692%2020.7313%2027.8074%2017.7695%2024.1538%2017.7695C20.5003%2017.7695%2017.5385%2020.7313%2017.5385%2024.3849C17.5385%2028.0385%2020.5003%2031.0003%2024.1538%2031.0003Z%22%20fill%3D%22%234486FA%22%2F%3E%3Cpath%20d%3D%22M24.1538%2029.4615C26.9577%2029.4615%2029.2308%2027.1884%2029.2308%2024.3845C29.2308%2021.5806%2026.9577%2019.3076%2024.1538%2019.3076C21.3499%2019.3076%2019.0769%2021.5806%2019.0769%2024.3845C19.0769%2027.1884%2021.3499%2029.4615%2024.1538%2029.4615Z%22%20fill%3D%22%234486FA%22%2F%3E%3Cpath%20fill-rule%3D%22evenodd%22%20clip-rule%3D%22evenodd%22%20d%3D%22M23.3846%2021.4619H25.2308V29.4619H23.3846V21.4619ZM26.4615%2024.8465H28.3077V28.5388H26.4615V24.8465ZM21.8462%2023.6158H20V28.5388H21.8462V23.6158Z%22%20fill%3D%22white%22%2F%3E%3C%2Fsvg%3E%0A)Google BigQuery · ![](data:image/svg+xml;utf8,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%2048%2048%22%20fill%3D%22none%22%3E%3Cpath%20d%3D%22M48%2029.0142L24%2026.0256L0%2029.0142L24%2048L48%2029.0142Z%22%20fill%3D%22%23FCBF92%22%2F%3E%3Cpath%20d%3D%22M0%2029.0142L24%2036.2676V48L0%2035.8398V29.0142Z%22%20fill%3D%22%239D5025%22%2F%3E%3Cpath%20d%3D%22M48%2029.0142L24%2036.2676V48L48%2035.8398V29.0142Z%22%20fill%3D%22%23F58534%22%2F%3E%3Cpath%20d%3D%22M3.099%2018.7008H0V25.5978L3.099%2026.1684L6.5436%2022.4742L3.099%2018.7014V18.7008Z%22%20fill%3D%22%239D5025%22%2F%3E%3Cpath%20d%3D%22M6.54421%2025.8828L3.09961%2026.1678V18.7008H6.54421V25.8828Z%22%20fill%3D%22%23F58534%22%2F%3E%3Cpath%20d%3D%22M8.86613%2010.0992L4.78613%2010.8768V26.5248L8.86613%2027.3804L12.6005%2018.7002L8.86613%2010.0986V10.0992Z%22%20fill%3D%22%239D5025%22%2F%3E%3Cpath%20d%3D%22M12.6%2026.9526L8.86621%2027.3804V10.0992L12.6%2010.527V26.9526Z%22%20fill%3D%22%23F58534%22%2F%3E%3Cpath%20d%3D%22M16.8213%2013.5798L11.1885%2014.1504V27.873L16.8213%2029.0142L22.8003%2021.261L16.8213%2013.5798Z%22%20fill%3D%22%239D5025%22%2F%3E%3Cpath%20d%3D%22M20.6187%2028.3722L16.8213%2029.0142V13.5798L20.6187%2013.8648V28.3722Z%22%20fill%3D%22%23F58534%22%2F%3E%3Cpath%20d%3D%22M23.9995%201.134L20.2021%202.3466V29.6562L23.9995%2030.4332L27.7969%2015.7836L23.9995%201.134Z%22%20fill%3D%22%239D5025%22%2F%3E%3Cpath%20d%3D%22M27.5156%2028.3722L31.1792%2029.0142L36.812%2018.7008L31.1792%208.4588L27.5156%209.0294V28.3722Z%22%20fill%3D%22%239D5025%22%2F%3E%3Cpath%20d%3D%22M35.3281%2026.9532L39.1327%2027.381L43.2127%2014.3646L39.1327%201.4196L35.3281%202.3466V26.9532Z%22%20fill%3D%22%239D5025%22%2F%3E%3Cpath%20d%3D%22M41.4551%2025.8828L44.8997%2026.1678L47.9987%2013.2948L44.8997%200L41.4551%200.8556V25.8828Z%22%20fill%3D%22%239D5025%22%2F%3E%3Cpath%20d%3D%22M24%201.134L27.7974%202.3466V29.6562L24%2030.4332V1.134ZM36.8118%209.6L31.179%208.4588V29.0142L36.8118%2027.873V9.6ZM43.2144%203.06L39.1344%201.4196V27.381L43.2144%2026.5248V3.06ZM48%201.5618L44.901%200V26.1684L48%2025.5978V1.5618Z%22%20fill%3D%22%23F58534%22%2F%3E%3C%2Fsvg%3E%0A)AWS Athena · ![](data:image/svg+xml;utf8,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%2048%2048%22%20fill%3D%22%2329B5E8%22%3E%3Cpath%20d%3D%22M41.1492%2036.5821L31.017%2030.7288C29.5935%2029.9092%2027.7733%2030.3966%2026.9494%2031.8201C26.6302%2032.3808%2026.5051%2032.9976%2026.5655%2033.5972V45.0365C26.5655%2046.6712%2027.894%2047.9998%2029.5331%2047.9998C31.1679%2047.9998%2032.4965%2046.6712%2032.4965%2045.0365V38.4585L38.173%2041.7367C39.5964%2042.5605%2041.421%2042.0688%2042.2405%2040.6454C43.0644%2039.2219%2042.577%2037.4017%2041.1492%2036.5821Z%22%2F%3E%3Cpath%20d%3D%22M15.949%2024.039C15.9663%2022.9822%2015.4099%2021.9987%2014.4954%2021.4682L4.36313%2015.6192C3.92316%2015.3647%203.41849%2015.231%202.91381%2015.231C1.87427%2015.231%200.908061%2015.7874%200.390448%2016.6846C-0.411852%2018.0735%200.0669408%2019.855%201.45587%2020.6573L7.29627%2024.0261L1.45587%2027.3992C0.782972%2027.7874%200.299866%2028.4128%200.101448%2029.1634C-0.101284%2029.9139%200.00223886%2030.699%200.390448%2031.3719C0.908061%2032.2691%201.87427%2032.8255%202.9095%2032.8255C3.41849%2032.8255%203.92316%2032.6918%204.36313%2032.4373L14.4954%2026.5883C15.4012%2026.062%2015.9577%2025.0872%2015.949%2024.039Z%22%2F%3E%3Cpath%20d%3D%22M6.6628%2011.4738L16.7951%2017.3228C17.977%2018.0086%2019.4349%2017.7843%2020.3666%2016.8742C20.9576%2016.3307%2021.3242%2015.5543%2021.3242%2014.6916V2.96765C21.3242%201.32854%2019.9957%200%2018.3609%200C16.7217%200%2015.3932%201.32854%2015.3932%202.96765V9.64054L9.63907%206.31919C8.21564%205.49532%206.39536%205.98274%205.5715%207.40618C4.74763%208.82962%205.23936%2010.6499%206.6628%2011.4738Z%22%2F%3E%3Cpath%20d%3D%22M29.4459%2024.5131C29.4459%2024.7374%2029.3165%2025.048%2029.1569%2025.2119L25.1411%2029.2277C24.9815%2029.3873%2024.6666%2029.5167%2024.4423%2029.5167H23.42C23.1957%2029.5167%2022.8808%2029.3873%2022.7212%2029.2277L18.7011%2025.2119C18.5415%2025.048%2018.4121%2024.7374%2018.4121%2024.5131V23.4908C18.4121%2023.2622%2018.5415%2022.9516%2018.7011%2022.792L22.7212%2018.7719C22.8808%2018.6123%2023.1957%2018.4829%2023.42%2018.4829H24.4423C24.6666%2018.4829%2024.9815%2018.6123%2025.1411%2018.7719L29.1569%2022.792C29.3165%2022.9516%2029.4459%2023.2622%2029.4459%2023.4908V24.5131ZM25.8614%2024.0214V23.9782C25.8614%2023.8143%2025.7665%2023.5857%2025.6501%2023.4649L24.4639%2022.2831C24.3474%2022.1623%2024.1188%2022.0674%2023.9506%2022.0674H23.9074C23.7435%2022.0674%2023.5149%2022.1623%2023.3941%2022.2831L22.2123%2023.4649C22.0958%2023.5814%2022.0009%2023.81%2022.0009%2023.9782V24.0214C22.0009%2024.1896%2022.0958%2024.4182%2022.2123%2024.5347L23.3941%2025.7209C23.5149%2025.8373%2023.7435%2025.9322%2023.9074%2025.9322H23.9506C24.1188%2025.9322%2024.3474%2025.8373%2024.4639%2025.7209L25.6501%2024.5347C25.7665%2024.4182%2025.8614%2024.1896%2025.8614%2024.0214Z%22%2F%3E%3Cpath%20d%3D%22M31.0158%2017.3228L41.1481%2011.4738C42.5715%2010.6542%2043.0632%208.82962%2042.2394%207.40618C41.4155%205.98274%2039.5952%205.49532%2038.1718%206.31919L32.4953%209.59741V2.96765C32.4953%201.32854%2031.1667%200%2029.532%200C27.8928%200%2026.5643%201.32854%2026.5643%202.96765V14.4587C26.5082%2015.0539%2026.6247%2015.675%2026.9482%2016.2358C27.7721%2017.6592%2029.5923%2018.1467%2031.0158%2017.3228Z%22%2F%3E%3Cpath%20d%3D%22M18.8267%2030.3841C18.1538%2030.2546%2017.4335%2030.3625%2016.7951%2030.7291L6.6628%2036.5825C5.23936%2037.402%204.74763%2039.2223%205.5715%2040.6457C6.39536%2042.0735%208.21564%2042.5609%209.63907%2041.737L15.3932%2038.4157V45.0368C15.3932%2046.6716%2016.7217%2048.0002%2018.3609%2048.0002C19.9957%2048.0002%2021.3242%2046.6716%2021.3242%2045.0368V33.3129C21.3242%2031.8334%2020.2415%2030.6083%2018.8267%2030.3841Z%22%2F%3E%3Cpath%20d%3D%22M47.4814%2016.6501C46.6618%2015.2223%2044.8372%2014.7349%2043.4138%2015.5588L33.2815%2021.4078C32.311%2021.9685%2031.7761%2022.9951%2031.7934%2024.039C31.7847%2025.0785%2032.3196%2026.0922%2033.2815%2026.6443L43.4138%2032.4977C44.8372%2033.3172%2046.6575%2032.8298%2047.4814%2031.4064C48.3052%2029.9829%2047.8135%2028.1626%2046.3901%2027.3388L40.6532%2024.0261L46.3901%2020.7133C47.8178%2019.8938%2048.3052%2018.0735%2047.4814%2016.6501Z%22%2F%3E%3C%2Fsvg%3E%0A)Snowflake · ![](data:image/svg+xml;utf8,%3Csvg%20viewBox%3D%220%200%2048%2048%22%20fill%3D%22none%22%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%3E%20%3Cpath%20d%3D%22M2%208.48783L5.5122%207.02441V40.9756L2%2039.5122V8.48783Z%22%20fill%3D%22%23205B98%22%20%2F%3E%20%3Cpath%20d%3D%22M5.51172%207.02441L12.2434%208.48783V39.5122L5.51172%2040.9756V7.02441Z%22%20fill%3D%22%235294CF%22%20%2F%3E%20%3Cpath%20d%3D%22M12.2441%203.5122L18%200V48L12.2441%2044.4878V3.5122Z%22%20fill%3D%22%23205B98%22%20%2F%3E%20%3Cpath%20d%3D%22M18%200H30V48H18V0Z%22%20fill%3D%22%232D72B8%22%20%2F%3E%20%3Cpath%20d%3D%22M35.3665%203.5122L30%200V48L35.3665%2044.4878V3.5122Z%22%20fill%3D%22%235294CF%22%20%2F%3E%20%3Cpath%20d%3D%22M45.6099%208.48783L42.0977%207.02441V40.9756L45.6099%2039.5122V8.48783Z%22%20fill%3D%22%235294CF%22%20%2F%3E%20%3Cpath%20d%3D%22M42.0969%207.02441L35.3652%208.48783V39.5122L42.0969%2040.9756V7.02441Z%22%20fill%3D%22%23205B98%22%20%2F%3E%20%3C%2Fsvg%3E%0A)AWS Redshift · ![](data:image/svg+xml;utf8,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%2048%2048%22%20fill%3D%22none%22%3E%3Cpath%20d%3D%22M45.8905%2035.0619V26.9571L45.0149%2026.4095L24%2037.9095L4.0796%2026.9571V22.2476L24%2033.0905L46%2021.1524V13.1571L45.1244%2012.6095L24%2024.219L4.84577%2013.7048L24%203.19048L39.4328%2011.6238L40.6368%2010.9667V10.0905L24%201L2%2012.9381V14.1429L24%2026.1905L43.9204%2015.2381V20.0571L24%2031.0095L2.87562%2019.4L2%2019.9476V28.0524L24%2039.9905L43.9204%2029.1476V33.8571L24%2044.8095L2.87562%2033.3095L2%2033.8571V35.0619L24%2047L45.8905%2035.0619Z%22%20fill%3D%22%23FF3621%22%2F%3E%3C%2Fsvg%3E%0A)Databricks ![](data:image/svg+xml;utf8,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%2048%2048%22%20fill%3D%22none%22%3E%3Cpath%20d%3D%22M10.6842%2044.2221L0.419465%2026.278C-0.139822%2025.3001%20-0.139822%2023.6999%200.419465%2022.722L10.6842%204.77786C11.2435%203.79993%2012.6166%203%2013.7355%203H34.265C35.3838%203%2036.7567%203.79993%2037.3163%204.77786L47.5801%2022.722C48.14%2023.6999%2048.14%2025.3001%2047.5801%2026.278L37.3163%2044.2221C36.7567%2045.2001%2035.3838%2046%2034.265%2046H13.7355C12.6166%2046%2011.2435%2045.2001%2010.6842%2044.2221Z%22%20fill%3D%22%234486FA%22%2F%3E%3Cpath%20d%3D%22M30.6154%2018.3848L43.6923%2032.8463L37.3828%2043.85C36.8268%2044.8118%2035.4628%2045.5986%2034.3511%2045.5986L17.5385%2030.0771L30.6154%2018.3848Z%22%20fill%3D%22%233778ED%22%2F%3E%3Cpath%20d%3D%22M24.1539%2033.1537C28.997%2033.1537%2032.9231%2029.2276%2032.9231%2024.3845C32.9231%2019.5414%2028.997%2015.6152%2024.1539%2015.6152C19.3108%2015.6152%2015.3846%2019.5414%2015.3846%2024.3845C15.3846%2029.2276%2019.3108%2033.1537%2024.1539%2033.1537Z%22%20fill%3D%22white%22%2F%3E%3Cpath%20d%3D%22M31.2681%2029.2331L34.3825%2032.3476C34.7428%2032.7079%2034.7428%2033.2925%2034.3825%2033.6528L33.7296%2034.3057C33.3693%2034.666%2032.7847%2034.666%2032.4244%2034.3057L29.3099%2031.1913C28.9496%2030.831%2028.9496%2030.2464%2029.3099%2029.886L29.9628%2029.2331C30.3231%2028.8728%2030.9077%2028.8728%2031.2681%2029.2331Z%22%20fill%3D%22white%22%2F%3E%3Cpath%20d%3D%22M24.1538%2031.0003C27.8074%2031.0003%2030.7692%2028.0385%2030.7692%2024.3849C30.7692%2020.7313%2027.8074%2017.7695%2024.1538%2017.7695C20.5003%2017.7695%2017.5385%2020.7313%2017.5385%2024.3849C17.5385%2028.0385%2020.5003%2031.0003%2024.1538%2031.0003Z%22%20fill%3D%22%234486FA%22%2F%3E%3Cpath%20d%3D%22M24.1538%2029.4615C26.9577%2029.4615%2029.2308%2027.1884%2029.2308%2024.3845C29.2308%2021.5806%2026.9577%2019.3076%2024.1538%2019.3076C21.3499%2019.3076%2019.0769%2021.5806%2019.0769%2024.3845C19.0769%2027.1884%2021.3499%2029.4615%2024.1538%2029.4615Z%22%20fill%3D%22%234486FA%22%2F%3E%3Cpath%20fill-rule%3D%22evenodd%22%20clip-rule%3D%22evenodd%22%20d%3D%22M23.3846%2021.4619H25.2308V29.4619H23.3846V21.4619ZM26.4615%2024.8465H28.3077V28.5388H26.4615V24.8465ZM21.8462%2023.6158H20V28.5388H21.8462V23.6158Z%22%20fill%3D%22white%22%2F%3E%3C%2Fsvg%3E%0A)stripe.refunds ## S02 · Step 2 ## Step 2: Link Stripe refunds to charges and disputes In your data warehouse the [data model](/product/data-modeling) joins Refunds and Disputes on charge, so money returned by refund and by dispute is read against what was taken. * Refunds, charges and disputes join on charge * reason separates requested refunds from duplicate and fraudulent ones * One definition of returned money serves the channel and the close Refunds · Paid back Disputes · Taken back Money returned · Refunded and disputed · charge ## S03 · Step 3 ## Step 3: Send Stripe reports to Slack Create a Slack destination in OWOX with the email address of the channel that should get the report, then add a report to the published Stripe Data Mart. The message is Markdown, and Preview shows how it looks in Slack. * Slack gives every channel an email address, and OWOX posts to it * Type / in the message to place the Refunds table: created, amount, reason, status * Create & Run sends the first report at once ![](https://cdn.owox.com/www/portfolio-management-data-destination/slack/logo/2.svg/public)Slack · Weekly · Weekly Stripe refunds · created · amount · reason · status ## S04 · Step 4 ## Step 4: Add a short Stripe analysis under the report in Slack Write two or three lines under the table in the same message. Add a trigger on the Triggers tab, for example every Monday morning, and the channel gets a fresh run each week. * The lines read reason and status from the report, with no figure from outside it * The table is filled from a new run of the Data Mart before every send * A report with a send condition posts only when the result is not empty ![](https://cdn.owox.com/www/portfolio-management-data-destination/slack/logo/2.svg/public)Slack · Weekly Stripe refunds · created · amount · reason · status · Analysis · reason splits refunds into requested, duplicate and fraudulent · status shows which refunds have actually completed · currency matters when the account sells in more than one ## S05 · Step 5 ## Step 5: Reuse Stripe refunds beyond Slack The same Data Mart works in OWOX, where your [AI assistant](/product/ai-assistants) for data can read it. Ask about any report, then get the result in Google Sheets or Excel in one click. * Ask which reason accounts for most refunds * Change the report once and the next post reads the change OWOX MCP · Show amount by reason · amount ![](https://cdn.owox.com/www/portfolio-management-data-destination/google-sheets/logo/1.svg/public)Google Sheets · Open ![](https://cdn.owox.com/www/portfolio-management-data-destination/microsoft-excel/logo/1.svg/public)Excel · Open ## Related connectors [Stripe to AWS Athena](/connectors/stripe-connector-to-aws-athena)[Stripe to AWS Redshift](/connectors/stripe-connector-to-aws-redshift)[Stripe to ChatGPT](/connectors/stripe-connector-to-chatgpt)[Stripe to Claude](/connectors/stripe-connector-to-claude)[Stripe to Data Studio](/connectors/stripe-connector-to-data-studio)[Stripe to Databricks](/connectors/stripe-connector-to-databricks)[Stripe to Google BigQuery](/connectors/stripe-connector-to-google-bigquery)[Stripe to Google Sheets](/connectors/stripe-connector-to-google-sheets)[Stripe to Microsoft Excel](/connectors/stripe-connector-to-microsoft-excel) · Show 6 more · Show fewer ## Recent updates * [0.41.0 · Dates from Google Sheets arrive as dates, not text](https://docs.owox.com/docs/changelog/#dates-from-google-sheets-arrive-as-dates-not-text-0410) * [0.41.0 · Rotating a connector key is one change: Sources share reusable Credentials](https://docs.owox.com/docs/changelog/#rotating-a-connector-key-is-one-change-sources-share-reusable-credentials-0410) * [0.40.0 · Connecting a plan from Google Sheets takes fewer guesses](https://docs.owox.com/docs/changelog/#connecting-a-plan-from-google-sheets-takes-fewer-guesses-0400) * [0.39.0 · Reload a year of history in one backfill, not twelve](https://docs.owox.com/docs/changelog/#reload-a-year-of-history-in-one-backfill-not-twelve-0390) * [0.39.0 · Long Facebook Ads imports no longer fail on a corrupted response](https://docs.owox.com/docs/changelog/#long-facebook-ads-imports-no-longer-fail-on-a-corrupted-response-0390) ## Why OWOX ## Why OWOX for Stripe in Slack A refund notification pings once. OWOX posts the week's refunds, grouped and joined, in the channel where the answer gets decided. * **Refunds with their cause.** Each refund joins its charge and any dispute before it is posted. * **You own the data.** Stripe lands in your own data warehouse, in tables you control before anything reaches Slack. * **Slack stays simple.** Paste the channel email address once; no Slack app to build and no token to renew. * **Posts only when it matters.** Set a report to send only when the result is not empty. * **One place to fix.** When Stripe changes its API, you update the connector, not your Slack setup. [Book a call](/book-a-call) [Get started free](https://www.owox.com/app-signup) ## Links Pages this page links to, on this site and on docs.owox.com. Where the page has a Markdown twin, its address follows the link. - [Get started free](https://www.owox.com/app-signup) - [Balance transactionsEvery movement of money through the Stripe balance: charges, refunds, disputes,…](https://www.owox.com/data-sources/stripe) — /data-sources/stripe.md - [data warehouse](https://www.owox.com/data-storages) — /data-storages.md - [data source](https://www.owox.com/data-sources) — /data-sources.md - [Google BigQuery](https://www.owox.com/connectors/stripe-connector-to-google-bigquery) — /connectors/stripe-connector-to-google-bigquery.md - [AWS Athena](https://www.owox.com/connectors/stripe-connector-to-aws-athena) — /connectors/stripe-connector-to-aws-athena.md - [Snowflake](https://www.owox.com/connectors/stripe-connector-to-snowflake) — /connectors/stripe-connector-to-snowflake.md - [AWS Redshift](https://www.owox.com/connectors/stripe-connector-to-aws-redshift) — /connectors/stripe-connector-to-aws-redshift.md - [Databricks](https://www.owox.com/connectors/stripe-connector-to-databricks) — /connectors/stripe-connector-to-databricks.md - [data model](https://www.owox.com/product/data-modeling) — /product/data-modeling.md - [AI assistant](https://www.owox.com/product/ai-assistants) — /product/ai-assistants.md - [Stripe to ChatGPT](https://www.owox.com/connectors/stripe-connector-to-chatgpt) — /connectors/stripe-connector-to-chatgpt.md - [Stripe to Claude](https://www.owox.com/connectors/stripe-connector-to-claude) — /connectors/stripe-connector-to-claude.md - [Stripe to Data Studio](https://www.owox.com/connectors/stripe-connector-to-data-studio) — /connectors/stripe-connector-to-data-studio.md - [Stripe to Google Sheets](https://www.owox.com/connectors/stripe-connector-to-google-sheets) — /connectors/stripe-connector-to-google-sheets.md - [Stripe to Microsoft Excel](https://www.owox.com/connectors/stripe-connector-to-microsoft-excel) — /connectors/stripe-connector-to-microsoft-excel.md - [0.41.0 · Dates from Google Sheets arrive as dates, not text](https://docs.owox.com/docs/changelog) - [Book a call](https://www.owox.com/book-a-call) — /book-a-call.md