Our Unstructured Data Extraction Tool combines advanced multi-agent AI technology with expert human review to turn unstructured financial documents into accurate, audit-ready data that can be used for reporting, operations and decision-making.

Scale from tens to thousands of documents without increasing headcount
Maintain a complete audit trail for every extracted value
Improve reporting accuracy and consistency while reducing operational costs and risk
UK Excess Reportable Income (ERI) Data Extraction
Reliable, up-to-date ERI data is critical for UK tax reporting, but the data is often hidden within lengthy, unstructured fund manager reports containing inconsistent terminology, complex tables, footnotes and sentences.
Since late 2024, our Unstructured Data Extraction Tool has processed hundreds of fund manager reports and extracted accurate figures consistently and efficiently for delivery to Raw Knowledge clients, with:
turnaround time on average
of documents processed without manual intervention
accuracy on delivered client data

send us your documents and we’ll handle the full process and send clean, verified and structured data back to you via an API or feed.

license our extraction tool and integrate it directly into your existing workflows, applications or data management systems.

deploy our extraction tool within your own environment, whether in a private cloud (VPC), on-premises infrastructure or a hybrid architecture.

Lots of organisations provide data infrastructure. Few combine it with the specialist knowledge required to handle the complexities of wealth and asset management data.
Book a demo to see how we can help you deliver trusted, business-ready data in minutes, not days.
FAQ
Raw Knowledge’s Data Extraction Tool uses advanced AI technology and expert human review to transform unstructured financial documents into structured, validated and audit-ready data for reporting, operations and decision-making.
The tool can handle a wide range of financial documents, including term sheets, prospectuses, fact sheets, offering circulars, regulatory filings and KIIDs. It is designed to work across different document formats and structures without requiring extensive custom configuration.
Unlike generic AI tools, our extraction process includes multiple validation layers, including format checks and cross-reference checks against authoritative sources. Any uncertain results will also be reviewed by specialist financial data analysts before delivery to ensure reliability.
Yes, the platform provides complete traceability for extracted data, allowing you to review the original source and maintain a clear audit trail for regulatory, operational and governance purposes.
No, the platform is designed to handle a wide variety of financial document types without requiring extensive training or document-specific custom set-up.
Processing times depend on document volume and complexity, but the platform is built to handle large-scale workloads efficiently. In our internal use case, hundreds of fund manager documents were with processed with an average turnaround time of 40 minutes, compared to days when manually handled.
Data can be delivered in the format that best suits your business. Speak to one of our team to discuss your specific requirements.
Absolutely, the tool has been designed specifically for financial data use cases by specialist financial data experts. It includes the auditability, validation controls, traceability and review processes necessary to support robust governance and regulatory requirements.
Generic AI tools can produce inconsistent outputs and often lack auditability and validation controls. Our solution has been built specifically for financial data extraction and combines AI with specialist human expertise, multi-stage validation and full traceability to produce trusted, repeatable results.