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The fast-track to
better data
Our proprietary AI process transforms unstructured data into unique, actionable insights.

Solutions designed to meet your needs
Physis has developed powerful technology that collects and refines unstructured data with ease processing millions of data per second. Our user friendly platform features 330+ extra-financial indicators across 14,000 companies and 335,000 funds, but that’s just the start. With our scalable system, new data points can be added seamlessly to meet evolving client needs.
Grow your database with ease
Phyis automatically collects data from official company reports and websites, gathering millions of datapoints.
All data passes algorithmic checks, assessing historical and peer values, while flagging outliers for manual review
Data is calculated in real time based on client requests, analyzing trends, historical patterns, portfolio performance, and more.
Our Process
Data
Collection
Source documentation
Scan websites and filings incorporating trusted source rankings and relevance scoring algorithms.
Automated collection
Fetch 330 indicators per company with delta detection triggering selective downstream updates.
Extraction
Parse 100 companies per hour using LLM-based table and text extraction, OCR and metric mapping.
Data
Validation
Optimized data storage
Structure 22M+ versioned indicators across 14K companies and 335K funds with vector-indexed access.
Quality algorithms
Apply 50+ rule-based and ML checks, outliers are then flagged for expert review.
Historic & peer analysis
Each datapoint is benchmarked against 5-year history and sector-specific peer groups across 22M values, enabling granular, context-aware scoring and validation.
Data
Calculation
Precise matching
Match securities across ISIN, FIGI, and ticker using multi-layered ID resolution with < 0.5% error rate.
Dynamic Calculations
Maps complex portfolios across 170M+ data points in under 15s using optimized joins, layered caching, and on-the-fly metric computation.
Extra-financial insights
Deliver live specialized metrics with timeliness, impact, contribution, and benchmarks computed based on request.
The edge you have been looking for
Unique Insights
Unlock alpha with extra-financial data that traditional providers do not offer.
Maximize Efficiency
Eliminate manual data collection, gain more time for smarter investment decisions.
Save Resources
Remove unnecessary data costs and expensive database updates.