✨ Welcome to the beta version

Agents Built for Precise
Governed Automation

Small, focused micro-services that process information reliably, securely, and fully inside your governance framework.

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Agents

Five agents, one governed flow

Each agent handles a specific task in the information lifecycle. Together they form a complete, auditable system from data collection to insight

#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.

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Find and ingest external data from web and filings
#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.

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Collect relevant documents and raw content
#3 - Classify

Detect document type and context

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

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Detect document type and context
#4 - Extract

Pull entities, tables, and key fields

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

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Pull entities, tables, and key fields
#5 - Enrich

Link with master data and taxonomies

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

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Link with master data and 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.

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Validate and trace every output
Models

Powered by the Best Open Source Models

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.

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