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Automate aws textract parser in AWS Textract that fit the way your team already works

Integrate AWS Textract into your workflow to extract text, tables, forms, and key-value pairs from documents. Single-page mode supports JPEG, PNG, and single-page PDF. Multi-page mode supports multi-page PDF and TIFF.

1 operations0 triggersAuth: api-key

About AWS Textract

AWS Textract is a powerful AI service from Amazon Web Services designed to automatically extract printed text, handwriting, tables, forms, key-value pairs, and other structured data from scanned documents and images.

What teams automate with AWS Textract

  • Extract text from images and documents: Recognize printed text and handwriting in formats such as PDF, JPEG, PNG, or TIFF
  • Detect and extract tables: Automatically find tables and output their structured content
  • Parse forms and key-value pairs: Pull structured data from forms, including fields and their corresponding values
  • Identify signatures and layout features: Detect signatures, geometric layout, and relationships between document elements
  • Customize extraction with queries: Extract specific fields and answers using query-based extraction (e.g., "What is the invoice number?")

What can you do with the AWS Textract integration?

What can you do with the AWS Textract integration? AWS Textract is a powerful AI service from Amazon Web Services designed to automatically extract printed text, handwriting, tables, forms, key-value pairs, and other structured data from scanned documents and images. Textract leverages advanced optical character recognition (OCR) and document analysis to transform documents into actionable data, enabling automation, analytics, compliance, and more. With AWS Textract, you can: AptlyStar exposes 1 operations so teams can automate end-to-end processes without maintaining brittle scripts.

Automate & integrate AWS Textract

Compose AWS Textract with the rest of your stack using visual workflows and agents.

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Automate on events

React to webhooks and polling triggers the moment something happens.

  • AWS Textract Parser
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AWS Textract create & update records

Insert, upsert, and patch objects so workflows stay synchronized automatically.

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    AWS Textract manage lifecycle

    Archive, delete, merge, and reconcile records with guardrails and approvals.

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      AWS Textract notify & orchestrate

      Trigger downstream actions, alerts, and hand-offs when something changes.

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        AWS Textract analyze & report

        Aggregate metrics, export datasets, and feed BI or agent summaries.

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          AWS Textract automate on events

          React to webhooks and polling triggers the moment something happens.

            Build AWS Textract agents

            Ship AI workflows that read, decide, and act on AWS Textract — with guardrails and human approvals where you need them.

            Textract invoice extractor

            Create a scheduled workflow that polls an S3 folder for new PDFs, runs AWS Textract to extract line items and totals, writes the structured fields to a table, and flags invoices that fail validation.

            Explore templates

            Receipt OCR for expense reports

            Build a workflow that processes Gmail attachments with AWS Textract, extracts vendor, date, total, and category, logs each receipt to an expense table, and tags reimbursable items.

            Explore templates

            Textract ID verification

            Build a workflow that runs uploaded ID documents through AWS Textract analyze-id, extracts name, DOB, and ID number, validates against a customer record, and flags mismatches for review.

            Explore templates

            Textract form-to-table

            Build a workflow that pushes scanned forms from Google Drive through AWS Textract analyze-document, extracts key-value pairs and tables, and writes structured rows to an AptlyStar table for downstream automations.

            Explore templates

            Textract + Reducto cross-format extractor

            Create a workflow that ingests mixed PDF and image files, routes images through AWS Textract and dense PDFs through Reducto, normalizes fields, and writes rows to a table.

            Explore templates

            Textract + Extend pipeline composer

            Build a workflow that uses AWS Textract for layout-aware OCR and Extend for structured field extraction, fusing outputs into clean records for downstream automations.

            Explore templates

            Ready to solve your AWS Textract integration challenges?

            Connect AWS Textract once, then reuse the same blocks across agents, workflows, and templates.

            Challenges AptlyStar solves

            Keep AWS Textract in sync with the rest of your stack

            Teams lose hours copying data between AWS Textract and CRMs, inboxes, and spreadsheets. AptlyStar connects AWS Textract to 1+ operations so updates flow automatically.

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            Scale AWS Textract automations without custom glue code

            One-off scripts break when APIs change. Use visual workflows, retries, and typed blocks so AWS Textract automations stay maintainable as you grow.

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            Give AI agents secure, scoped access to AWS Textract

            Agents need live AWS Textract context without over-permissioned keys. Connect credentials once, apply guardrails, and let agents act through audited workflow runs.

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            Featured AWS Textract templates

            Ready-to-use workflow templates that include AWS Textract, just like in the app.

            Textract invoice extractor

            Create a scheduled workflow that polls an S3 folder for new PDFs, runs AWS Textract to extract line items and totals, writes the structured fields to a table, and flags invoices th...

            Browse templates

            Receipt OCR for expense reports

            Build a workflow that processes Gmail attachments with AWS Textract, extracts vendor, date, total, and category, logs each receipt to an expense table, and tags reimbursable items.

            Browse templates

            Textract ID verification

            Build a workflow that runs uploaded ID documents through AWS Textract analyze-id, extracts name, DOB, and ID number, validates against a customer record, and flags mismatches for r...

            Browse templates

            Textract form-to-table

            Build a workflow that pushes scanned forms from Google Drive through AWS Textract analyze-document, extracts key-value pairs and tables, and writes structured rows to an AptlyStar ...

            Browse templates

            Textract + Reducto cross-format extractor

            Create a workflow that ingests mixed PDF and image files, routes images through AWS Textract and dense PDFs through Reducto, normalizes fields, and writes rows to a table.

            Browse templates

            Textract + Extend pipeline composer

            Build a workflow that uses AWS Textract for layout-aware OCR and Extend for structured field extraction, fusing outputs into clean records for downstream automations.

            Browse templates

            AWS Textract plugs into the whole AptlyStar platform

            Visual workflow builder

            Design multi-step automations with blocks, branches, loops, and human-in-the-loop checkpoints — no boilerplate code.

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            AI agents that act

            Give agents tools, memory, and guardrails so they can plan, call integrations, and finish tasks across your stack.

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            Knowledge & observability

            Ground agents in docs and tables, then trace every run with logs, evaluations, and deployment controls.

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            See AWS Textract working across your stack

            Connect AWS Textract to agents and workflows in minutes — no credit card required.