Ingestion Layer

Real-time sync with Sell-side and Edgar data ingestion using Python

Storage Layer

• AWS
• Snowflake
• SFTP
• Both Structured and Unstructured Data

Processing Layer

• Natural Language Processing
• Machine Learning
• AI Data Validation
• Human Intervention (when required)

Transformation Layer

• Formatting
• Normalizing
• Data Cleaning

Enrichment & Analysis Layer

• Al Enable Anamoly Detection
• Data Calculation

Quality Assurance Layer

• Quality Check by Experts
• Data Audit
• Dashboards to Validate Data

Visualization Layer

• Dynamic Dashboards
• Reports

Client Access Layer

• REST API
• Excel Add-in
• Web API Dashboards
• Database
• Secured
• SSL/TLS Encrytion