UNSTRUCTURED DATA EXTRACTION TOOL
Transform unstructured financial documents into trusted, ready-to-use data
Our AI-powered 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.
THE EXTRACTION PROCESS
EXAMPLE DOCUMENT TYPES
THE BUSINESS IMPACT
Scale from tens to thousands of documents without increasing headcount
Maintain a complete audit trail for every extracted value
Accelerate time-to-value of critical financial data through automated processes and expert validation
Improve reporting accuracy and consistency while reducing operational costs and risk
WHAT MAKES OUR TOOL DIFFERENT?
Financial data specialists with deep domain expertise
- Handles any document type with no custom setup
- Delivers data in the format your business needs
- Provides complete traceability for every figure
- All data passes multi-stage validation checks
- Specialist data analysts review data before delivery
- Built on extensive, finance-specific knowledge
- Continuously learning platform with built-in feedback and improvement loop
OUR INTERNAL USE CASE
Proven Success
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:
40-minute
turnaround time on average
87%
of documents processed without manual intervention
100%
accuracy on delivered client data
FIVE LAYERS OF VALIDATION
Our Guardrails Let Nothing Slip Through
- Format checks
Every code and identifier is verified - Cross-reference checks
Checked against authoritative external sources (e.g. FCA, HMRC, GLEIF) - Trend checks
Values compared with historic trends to catch anything unusual - Visual checks
Checks things look right in the document’s specific context - Expert review
Humans with domain-specific knowledge check anything uncertain before it goes out
DEPLOYMENT OPTIONS
Data-As-A-Service
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.
Embedded Platform
license our extraction tool and integrate it directly into your existing workflows, applications or data management systems.
Private Deployment
deploy our extraction tool within your own environment, whether in a private cloud (VPC), on-premises infrastructure or a hybrid architecture.
‘CAN’T WE JUST USE FREE AI TOOLS?’
WHY RAW KNOWLEDGE
Financial data specialists with deep domain expertise
Lots of organisations provide data infrastructure. Few combine it with the specialist knowledge required to handle the complexities of wealth and asset management data.
- Deep financial data expertise spanning three decades
- Award-winning specialist financial data services
- International clients with trillions in combined assets under management
- Trusted by the world’s leading private banks, custodians, platforms and wealth and asset managers
- Part of the Industrial Thought Group (est. 2013)
Still Extracting Data Manually?
See how our Unstructured Data Extraction Tool identifies, validates and structures critical financial data automatically.
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Raw Knowledge is part of the Industrial Thought Group
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