What is the Solidatus AI Lineage Assistant?

It is a cloud-based or on-premises agentic AI platform that integrates with Solidatus’ advanced data lineage. The AI agent executes complex workflows including mapping lineage relationships, analyzing dependencies, enriching metadata, and converting unstructured documents (PDFs, images) into structured lineage models. All changes are staged in a validation sandbox with human-in-the-loop approval before production deployment.

What data sources does the Solidatus AI Lineage Assistant connect to?

The platform integrates with:

  1. Microsoft Purview (bidirectional lineage sync)
  2. Collibra (metadata enrichment)
  3. Informatica Enterprise Data Catalog (advanced lineage views)
  4. Legacy documentation formats (PDF, PNG, Excel spreadsheets)
  5. Custom data sources via API connectors

How does this differ from manual data lineage mapping or read-only AI chatbots?

Manual lineage mapping requires months of effort with teams of 25+ people and becomes outdated immediately. Read-only AI chatbots can only search and summarize existing metadata. The Solidatus AI Lineage Assistant actively builds lineage by drafting mappings, proposing connections, and enriching metadata with 10X-100X acceleration. It includes hallucination detection, confidence scoring, and safety sandbox validation that read-only tools lack.

How is the Solidatus AI Lineage Assistant deployed?

The platform is available in three deployment models:

  • Cloud (SaaS): Fully managed on GCP, Azure, or AWS with automatic updates
  • On-Premises: Installed in customer data centers for complete data sovereignty
  • Hybrid: Critical data on-premises with cloud-based analytics

The AI Assistant uses a Bring Your Own LLM (BYOLLM) model, allowing customers to connect their own enterprise LLM (Google Gemini, OpenAI GPT-4, Anthropic Claude, etc.) for complete metadata control. Alternatively, Solidatus can fully host the LLM infrastructure on your behalf.