Transform unstructured documents into actionable business data using AWS serverless and AI/ML services. Process millions of documents with automated text extraction, AI-powered classification & content extraction.
Get Started
Virtuability specialises in building scalable, serverless Intelligent Document Processing (IDP) solutions on AWS that transform massive volumes of unstructured documents into structured, actionable data. Our proven approach combines AWS serverless services like Lambda, SQS and DynamoDB with AI/ML capabilities from SageMaker and Bedrock to deliver solutions that process millions of documents efficiently and cost-effectively. We recently helped a UK financial services customer process over 50 million documents in just weeks. Our IDP solutions deliver rapid time-to-value through iterative development, allowing you to start extracting insights from your document backlog whilst continuing to process new documents as they arrive.
We design and implement multi-stage IDP workflows that progressively add value to your documents. Starting with text extraction and metadata capture, progressing through ML-powered classification and culminating in AI-driven content extraction. Each stage builds on the previous one whilst remaining independently scalable and maintainable.
We implement robust text extraction pipelines using AWS serverless services that automatically process documents as they arrive. Our solutions handle variable document formats, capture comprehensive metadata and ensure complete traceability of every document through the processing workflow.
We leverage AWS Bedrock or SageMaker for classification to automatically identify document categories, enabling downstream systems to route and process documents appropriately whilst ensuring only relevant documents progress to more expensive processing stages.
We utilise AWS Bedrock to extract structured information from unstructured documents. This semantic understanding enables extraction of key business data, relationships and insights that traditional OCR solutions miss. Our solutions deliver enterprise-grade accuracy whilst being cost-effective.
Transform your historical document backlog into an asset. Our IDP solutions enable you to extract valuable insights from millions of documents that were previously inaccessible, unlocking critical business data that can inform decision-making and drive operational improvements.
Through our iterative, stage-based approach, you start seeing results in weeks rather than months. We deliver working solutions incrementally, allowing you to extract value from your documents whilst we continue building out additional capabilities. This approach reduces risk and enables faster business impact.
Our serverless architecture automatically scales from zero to thousands of documents per minute and back to zero. You only pay for actual processing, avoiding large upfront infrastructure investments. The pay-per-use model ensures costs remain predictable and scale linearly with your document volume.
Leveraging AWS managed services means no servers to provision, patch or maintain. Our solutions handle auto-scaling, high availability and operational concerns, allowing your team to focus on extracting business value rather than managing infrastructure.
Intelligent Document Processing at scale requires sophisticated orchestration of serverless compute, managed queuing, scalable storage and AI/ML services. At Virtuability, we leverage AWS’s comprehensive suite of serverless and AI services to build IDP solutions that process millions of documents reliably and cost-effectively.
AWS Lambda provides the compute foundation for our IDP pipelines. We design Lambda functions that automatically scale to handle document processing workloads from zero to thousands of concurrent executions. Lambda’s pay-per-request model ensures you only pay for actual document processing, making it ideal for both steady-state and burst workloads.
Amazon SQS provides reliable, scalable message queuing that orchestrates our multi-stage IDP workflows. SQS enables natural backpressure when downstream systems are under load, provides fine-grained concurrency control between stages and offers exceptional value for high-volume workloads compared to alternatives.
DynamoDB stores document metadata, processing status and extracted results with sub-second performance at scale. We implement sophisticated GSI strategies with partition ID distribution to prevent hot partitions during high-volume processing, ensuring consistent performance across millions of documents.
S3 provides durable, cost-effective storage for source documents and extracted content. We leverage S3 Event Notifications to trigger processing pipelines automatically as documents arrive and implement lifecycle policies to optimise storage costs for historical documents.
Bedrock & SageMaker enables us to deploy machine learning models for document classification. For Sagemaker, we configure auto-scaling endpoints that dynamically adjust capacity based on demand, ensuring consistent classification performance whilst optimising costs during quieter periods.
AWS Glue enables us to build batch jobs that hydrate processing queues with historical documents, allowing selective reprocessing of documents through updated pipeline stages. This capability is essential for iterative development and continuous improvement of IDP solutions.
We implement comprehensive CI/CD pipelines using AWS CDK and CodePipeline to automate deployment across multiple environments and accounts. Our modular stack design enables independent updates to different pipeline components whilst maintaining clear infrastructure dependencies and comprehensive integration testing.
Comprehensive monitoring using CloudWatch dashboards, Lambda PowerTools structured logging and X-Ray distributed tracing provides complete visibility into document processing workflows. This observability is essential for troubleshooting issues, understanding system behaviour under load and optimising performance.
Read our latest technical reports and insights
from our top professionals
Executive Summary We helped a UK financial services customer build an Intelligent Document …
Understanding CORS: Cross-Origin Resource Sharing 1. What is CORS? Cross-Origin Resource Sharing …
Background While working with AWS Identity and Access Management (IAM), you rarely have to think …
We are always up to something.
Keep up with the latest events in Virtuability
Virtuability is proud to present our new website, which offers a complete redesign and a refresh of …
Overview Virtuability is proud to present our AWS Well-Architected Review with a unique focus on AWS …
We are happy to announce that Virtuability is now an AWS Select Consulting Partner.
Schedule a call with us and find out how Virtuability can help you process millions of documents with AWS serverless and AI.
GET STARTED