✨ Welcome to the beta version
One Platform
Complete Data Lifecycle
From external information to internal insight — governed every step of the way.
One Platform
Layers
Layers
Praveg AI unifies data collection, processing, and reasoning in a single governed stack called the AI Trust Layer.
#1 Data Agent Layer
Discover how each layer of our platform powers intelligent data governance
#1 - SOURCE
Find and ingest external data from web and filings
Pulls structured and unstructured information from public sources, regulatory filings, and data feeds into your governed environment.
#2 - HARVEST
Collect relevant documents and raw content
Gather raw files, text, and metadata from crawled sources, feeds, APIs, and uploads. Ensure the right materials are captured before classification and processing begin.
#3 - CLASSIFY
Detect document type and context
Recognize and categorize documents (e.g., 10-Ks, contracts, emails, memos) automatically through deep context analysis.
#4 - EXTRACT
Pull entities, tables, and key fields
Surface the right information — entities, tables, sections, and high-value fields — accurately and at scale.
#5 - ENRICH
Link with master data and taxonomies
Standardize information by mapping it to your internal master data, ontologies, and domain-specific taxonomies.
#6 - GOVERN
Validate and trace every output
Logs every model call, validates outputs against your rules, and maintains a complete audit trail for compliance and confidence.
#2 Private Knowledge Layer
#1 - SECURE
Secure Connections to Your Data Systems
Provides secure, direct integration with internal systems while maintaining strict data controls.
#3 Intelligence & Visualization Layer
#1 - INSIGHTS
A Unified View of Your Business Data
Transforms internal and external data into decision ready insights.
SecurityGovernance and Security
Governance and Security
Built Into Every Layer
Ensure full oversight of your data, enforce strict controls, and maintain trust with complete visibility across all AI operations.
Observability
Gain real-time visibility into models, data flows, and system behavior to understand how insights are generated and used.
Data Residency
Keep your information within approved regions and infrastructures, ensuring compliance with regulatory and organizational policies.
Access Control
Define precise permissions for teams and systems, ensuring that every user interacts with data and intelligence at the right level.
Audit Reports
Track all activity with detailed logs and reports that help you verify compliance, monitor usage, and maintain accountability.
Models
Powered by the Best Open Source Models
Choose from leading open models including Llama 3, Mistral, Qwen, Gemma, PaddleOCR, Docling, and DeepSeek OCR. Select the right model for each workflow and run everything inside your controlled environment.
