Agents Built for Precise
Governed Automation
Small, focused micro-services that process information reliably, securely, and fully inside your governance framework.
Small, focused micro-services that process information reliably, securely, and fully inside your governance framework.

Each agent handles a specific task in the information lifecycle. Together they form a complete, auditable system from data collection to insight
Pulls structured and unstructured information from public sources, regulatory filings, and data feeds into your governed environment.


Gather raw files, text, and metadata from crawled sources, feeds, APIs, and uploads. Ensure the right materials are captured before classification and processing begin.


Recognize and categorize documents (e.g., 10-Ks, contracts, emails, memos) automatically through deep context analysis.


Surface the right information — entities, tables, sections, and high-value fields — accurately and at scale.


Standardize information by mapping it to your internal master data, ontologies, and domain-specific taxonomies.


Logs every model call, validates outputs against your rules, and maintains a complete audit trail for compliance and confidence.


Praveg AI supports multiple best in class open models, enabling organizations to choose the right model per use case and operate entirely within their controlled environment.