--- title: "Connect Newsflash to Amazon Textract - APIANT.ai" description: "When \"New corroborated event\" fires in Newsflash, your agent runs \"Analyze Invoice or Receipt\" in Amazon Textract." canonical: "https://apiant.ai/connect/newsflash-to-amazon-textract" --- # Connect Newsflash to Amazon Textract When **New corroborated event** fires in [Newsflash](https://apiant.ai/connections/newsflash), your agent runs **Analyze Invoice or Receipt** in [Amazon Textract](https://apiant.ai/connections/amazon-textract). Describe the whole flow and it is built, tested on every scenario and kept running. Newsflash **2** triggers Newsflash **6** actions Amazon Textract **3** actions What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it. ## What do you want Newsflash and Amazon Textract to do together? Give your AI client this address. `https://mcp.apiant.ai` One connection does both: ask your client to act in an app once, or have it build an automation that keeps running. Any client that takes a remote MCP server. Nothing to install. Create your free account, then sign in once in your browser. ### Set it up in your client ### Claude Code Run this in the directory you want to work in. `claude mcp add --transport http -s project apiant-ai https://mcp.apiant.ai` Start Claude Code there, approve the server, and sign in in the browser page it opens. [Claude Code guide (opens in a new tab)](https://apiant.ai/docs/mcp/claude-code) ### Claude, web and desktop Open Customize, then Connectors, then Add custom connector, and paste the address. On Team and Enterprise an owner adds it first. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Cursor Add the address to your MCP configuration as a server URL. Cursor signs you in in your browser. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Zed Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Codex and the ChatGPT desktop app Open Settings, then MCP servers, then Add server, and choose Streamable HTTP. From the terminal, Codex takes the address with its own add command and then signs you in. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Any other MCP client Paste the address where the client asks for a remote MCP server URL, and name the server apiant-ai where it lets you. APIANT's skills reach the client over the same connection. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) Example flows ## What Newsflash can start in Amazon Textract - When **New corroborated event** in Newsflash then **Analyze Invoice or Receipt** in Amazon Textract - When **New event** in Newsflash then **Ask Questions About a Document** in Amazon Textract Starting points drawn from the triggers and actions in the catalog today. Describe the flow you need, at any depth, and your agent builds it and tests every scenario before it ships. Everything your agent can do with Newsflash and Amazon Textract ## Triggers and actions 2 triggers · 9 actions - Trigger **New corroborated event** Fires each time an already-seen event gains another corroborating outlet, raising its corroboration/confidence score. Mirrors the event.corroborated message from the vendor's SSE stream. - Trigger **New event** Fires when a new deduped news event first appears in the corpus. Mirrors the event.new message from the vendor's SSE stream. - Action **Find Articles** Search raw per-outlet articles (same filter params as Find Events: q, semantic, source, category, from, to, min_sources, limit). - Action **Find Events** Search deduped news events by keyword, semantic query, source, category, time window, and min corroboration. - Action **Get Account Info** Get the connected account's email, tier, daily request limit, and usage so far today. - Action **Get Corpus Stats** Get corpus size/freshness stats for the news event graph. - Action **Get Event** Get one news event by id plus every corroborating article. - Action **List Sources** List every tracked news source: slug, name, category, lang, country, live article_count. - Action **Analyze Invoice or Receipt** Reads an invoice or receipt stored in S3 and returns its summary fields (vendor, date, totals) and its line items. - Action **Ask Questions About a Document** Answers plain-language questions about a document stored in S3, such as "What is the invoice number?", and returns each answer with its confidence. - Action **Extract Text from Document** Reads the printed and handwritten text in an image or single-page PDF stored in S3 and returns it as plain text and lines. ## Each app on its own - [ **Newsflash** Deduplicated news events from 260+ sources with corroboration/confidence scores for AI agents](https://apiant.ai/connections/newsflash) - [ **Amazon Textract** Machine learning API that extracts text, handwriting, and structured data from scanned documents, forms, and...](https://apiant.ai/connections/amazon-textract) Reviews ## What our customers say ## More from Newsflash - [ **Newsflash to Salesforce** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/newsflash-to-salesforce) - [ **Newsflash to Slack** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/newsflash-to-slack) - [ **Newsflash to Stripe** Stripe is a payment processing platform for online businesses.](https://apiant.ai/connect/newsflash-to-stripe) - [ **Newsflash to Shopify** Shopify is a commerce platform for online stores and retail point-of-sale.](https://apiant.ai/connect/newsflash-to-shopify) - [ **Newsflash to Pipedrive** Pipedrive is a sales CRM and pipeline management tool.](https://apiant.ai/connect/newsflash-to-pipedrive) - [ **Newsflash to Notion** A new tool that blends your everyday work apps into one. It's the all-in-one workspace for you and your team.](https://apiant.ai/connect/newsflash-to-notion) ## More into Amazon Textract - [ **HubSpot to Amazon Textract** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/hubspot-to-amazon-textract) - [ **Salesforce to Amazon Textract** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/salesforce-to-amazon-textract) - [ **Slack to Amazon Textract** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/slack-to-amazon-textract) - [ **Google Sheets to Amazon Textract** Google Sheets is Google's online spreadsheet app for creating, editing and sharing spreadsheets.](https://apiant.ai/connect/google-sheets-to-amazon-textract) - [ **Gmail to Amazon Textract** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/gmail-to-amazon-textract) - [ **Google Calendar to Amazon Textract** Google Calendar is a time management tool providing scheduling features, event reminders, and integration...](https://apiant.ai/connect/google-calendar-to-amazon-textract) Questions ## Newsflash and Amazon Textract, answered ### ### What can start an automation from Newsflash? Any of Newsflash's 2 triggers in the catalog, including New corroborated event and New event. Describe the moment in plain language and your agent picks the right one. ### ### What can your agent do in Amazon Textract when something happens in Newsflash? Any of Amazon Textract's 3 actions, including Analyze Invoice or Receipt, Ask Questions About a Document and Extract Text from Document. Your agent maps the data both ways and tests every scenario before it ships. ### ### Can it also run from Amazon Textract to Newsflash? Amazon Textract has no triggers in the catalog today, so automations start in Newsflash. If you need the other direction, ask: your agent reads Amazon Textract's API documentation and adds it. ### ### Do I have to build a connector for Newsflash or Amazon Textract? No. Both are in the catalog with their triggers and actions. You describe the automation; your agent builds it, tests every scenario and keeps it running. ### ### Can my AI client use Newsflash and Amazon Textract without building an automation? Yes. With your AI client connected to APIANT, ask it to do something in either app once and it runs that action on the spot. Ask for an automation and your agent builds it, tests every scenario and keeps it running. One connection covers both. ### ### What happens when something fails? Your agent works that out for you. It plans the failure paths along with the happy path, then tests every scenario before it ships. ### ### Is there a free plan? Yes. Every plan includes the agent, including free, and building from your own AI client spends no assistant credits.