Universal Document Processor

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Universal Document Processor

Leader in unstructured financial data processing. UDP transforms Excels, PDFs, and other unstructured documents from enterprise document libraries into a machine-readable JSON to enable searches, identify relevant metrics across thousands of documents, and centralize them into one standardized, queryable database for research and LLM-compatibility.

Fast parsing: Average Excel/PDF document in 20 seconds
Learning software: Quality improves over time
Customizable delivery from SQL-database, Snowflake, CSVs, and more

Document Processing Capabilities

Specialized extraction for financial, energy, insurance, legal, real estate, and investment documents — designed to handle complex, unstructured data across industries.

Data Extraction
Automatically detect and extract key metrics (financials, production data, property attributes, customer metrics, and more) with unit recognition and contextual parsing.
Auto
Smart Data Processing
Convert unstructured reports into standardized, machine-readable formats. Apply entity tagging, date normalization, and cross-document linking for seamless integration.
Machine-Readable
Comparative Analysis
Benchmark performance across companies, wells, or properties. Filter, analyze, and centralize data to accelerate due diligence and decision-making.
Centralized
20 sec Avg Excel Processing
Batch Large Data Dumps
Global Date Standardization
Learning AI Software

Document Transformation Example

See how UDP converts complex utility reports into structured, queryable data

BEFORE: Complex Document
TWOLFCAMP 9842.0
T/STRAWN 11072.0
T/DEVONIAN 12489.0
Do the producing interval of this well produce H2S with a concentration in excess of 100 ppm No
Is the completion being downhole commingled No
REMARKS
11661-11684 (8 HOLES); 11690-11663 (9 HOLES); 11701-11704 (9 HOLES); 11730-11733 (9 HOLES); 1500 GALS SLICKWATER; 4000 GALS OF 15% NFE HCL; 23940 GALS OF SLICKWATER; 8267 GALS OF YF 130ST (25960 GALS H.T.); NITROGEN; 75788 SAND; ECONO PROPPANT 20/40; X-LINK SLURRY
AFTER: Structured JSON
"ingredient": "SLICKWATER",
"amount": 1500,
"unit": "GALS"
"ingredient": "15% NFE HCL",
"amount": 4000,
"unit": "GALS"
"ingredient": "SLICKWATER",
"amount": 23940,
"unit": "GALS"
"ingredient": "YF 130ST",
"amount": 8267,
"unit": "GALS"
"ingredient": "20/40 ECONO PROP",
"amount": 75788,
"unit": "LBS"
Machine-readable, searchable, queryable

Document Types & Integration Capabilities

Specialized processing for financial documents with seamless system integration

Financial Statements & Investor Analyses
Revenue, expenses, cash flow, customer metrics, valuation drivers, and forecast assumptions
Investor Data Rooms
Portfolio company metrics, operating data, and investor updates
Regulatory Reports
Compliance disclosures, policy changes, industry guidance
Real Estate Memorandums
Property details, lease terms, financing structures, and cash flow projections
Completion & Operational Reports (Oil & Gas)
Well completions, production data, drilling inputs, and operational performance
Insurance & Risk Documents
MD&A sections, rate change filings, policy adjustments, and claims ratios
Core Capabilities
Extract key metrics (financial, operational, property-level, customer)
Parse from tables, text blocks, and mixed formats
Differentiate historic vs. forecasted information
Automatic unit and currency detection
Normalize data into machine-readable formats
Centralize for filtering, benchmarking, and analysis

Document Use Cases & Data Centralization

Turn complex, industry-specific documents into structured, searchable datasets — powering analysis, compliance, and decision-making across the enterprise.

Repository Processing
Millions
Documents Analyzed
Convert massive collections of reports into structured, machine-readable datasets.
Analytics & Benchmarking
Unified
View Across Industries
Compare performance and opportunities across financial, energy, real estate, or insurance datasets.
Trend & Performance Tracking
Historical
vs Projections
Measure actual outcomes against forecasts — from company financials to production data or property cash flows.
Enterprise Library Search
Instant
Cross-Document Access
Search across your entire document library with standardized, machine-readable indexing.
Due Diligence & Compliance
Accelerated
Review Process
Streamline diligence and compliance checks with automated extraction and normalization.
Data Centralization
Complete
Enterprise View
Unify all document data into one comprehensive, queryable ecosystem for enterprise-wide insights.
Delivery Options
SQL Database Direct Integration
Snowflake Cloud Data Warehouse
CSV Export Standard Format
JSON Output Machine-Readable
Processing Speed 20 sec avg

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