Automated Data Intelligence

Smart, autonomous data analysis to drive real-time decisions, automated harmonization of internal datasets, and power smart operations.

Data Extraction

Intelligent data acquisition and extraction from diverse sources with automated quality control.

Document Intelligence

Advanced processing of various document formats with specialized cells for content extraction and analysis.

Data Processing

Autonomous data cleaning, transformation, and quality management for reliable analytics.

Mathematical Analysis

Advanced statistical modeling and computational tasks for deep insights.

Streamline Your Data Collection

Site Structure Analysis

Analyze and understand web structure

Core Functions:

  • HTML/DOM parsing
  • Navigation mapping
  • Dynamic content detection

Key Features:

Self-adapting, Pattern learning

Selector Generation

Create robust selectors for data extraction

Core Functions:

  • Pattern creation
  • Element identification

Key Features:

Adaptable, Multi-format support

Rate Management

Control and optimize request patterns

Core Functions:

  • Request throttling
  • Connection control

Key Features:

Adaptive limiting, Load balancing

Extraction Engine

Execute precise data capture

Core Functions:

  • Data capture
  • Format parsing

Key Features:

Multi-format support, Validation

Transform Unstructured Documents into Insights

PDF Structure Parser

Intelligently extract structured content

Core Functions:

  • Extract complex tables
  • Process charts and diagrams
  • Handle nested layouts

Key Features:

Semantic preservation, Format-aware processing

Context-Aware Chunking

Optimize document segmentation

Core Functions:

  • Dynamical segmentation
  • Semantic boundary detection
  • Cross-reference preservation

Key Features:

Adaptive sizing, Context preservation

RAG Metadata Generator

Build comprehensive metadata schemas

Core Functions:

  • Generate metadata schemas
  • Map relationships
  • Build hierarchies

Key Features:

Automated generation, Relationship discovery

Clean, Transform, and Validate Your Data

Schema Detection

Identify data structures

Core Functions:

  • Type inference
  • Pattern recognition

Key Features:

Auto-detection, Evolution handling

Entity Matching

Match related entities

Core Functions:

  • Fuzzy matching
  • Record linkage

Key Features:

Configurable rules, Scoring system

Data Type Conversion

Standardize formats

Core Functions:

  • Format conversion
  • Type casting

Key Features:

Extensible rules, Validation

Field Mapping

Map schema fields

Core Functions:

  • Attribute mapping
  • Transform rules

Key Features:

Schema evolution, Validation

Power Your Decision Making with Advanced Analytics

Statistical Analysis

Statistical computation

Core Functions:

  • Distribution analysis
  • Hypothesis testing

Key Features:

Multi-distribution support, Error estimation

Monte Carlo

Probabilistic inference

Core Functions:

  • MCMC sampling
  • Distribution estimation

Key Features:

Bayesian inference, Probabilistic programming

Time Series

Temporal analysis

Core Functions:

  • Trend analysis
  • Pattern detection

Key Features:

Multi-scale analysis, Forecasting capabilities

Correlation

Relationship analysis

Core Functions:

  • Correlation calculation
  • Pattern detection

Key Features:

Multiple methods, Significance testing

Financial Research AI Agent

Example workflow demonstrating our AI agent capabilities

Site Structure Analysis

Navigates financial websites and data platforms

  • SEC EDGAR scanning
  • Financial portals

Selector Generation

Identifies and extracts key financial data

  • Financial metrics
  • Market indicators

PDF Structure Parser

Processes financial statements and reports

  • Annual reports
  • Quarterly statements

Schema Detection

Identifies financial data structures

  • Data standardization
  • Format detection

Entity Matching

Links financial data across sources

  • Company matching
  • Metric alignment

Financial Analysis

Generates insights and projections

  • Ratio analysis
  • Trend forecasting
Example Agent

Financial Research

AI-powered financial data analysis and research automation for comprehensive insights.

Scaling Data Preparation for Gen AI

Data preparation is the biggest challenge in Generative AI applications. Our AI cells make it possible to process, clean, and structure data at enterprise scale.

Data Acquisition

Web Scraping

API Integration

Document Processing

PDF Parsing

Structure Recognition

Data Processing

Cleaning

Transformation

Metadata Generation

Schema Generation

Relationship Mapping

Application Ready

Indexed Data

Query Optimization

Data Validation

Quality Checking

Schema Detection

Structure Analysis

Entity Matching

Record Linkage

Relationship Discovery

Pattern Discovery

Index Generation

Search Optimization