Product Summary

Overview

Acryl Data provides an active metadata and governance platform designed to unify data discovery, governance, and observability across enterprise data estates. The platform delivers AI-powered capabilities for data quality, compliance, and AI readiness through a context management system that serves as a unified source of truth for data teams and AI agents.

Key Features

Lineage Automation

• Automated data lineage tracking from pipeline to prompt
• Real-time visibility into data origins, usage patterns, and change cascades
• Impact analysis capabilities to understand how changes propagate across systems

Data Discovery & Governance

• AI-powered discovery across the data estate
• Active metadata management with continuous context derivation
• Data governance capabilities including access policies and compliance controls

Data Observability

• Real-time data quality monitoring (freshness, volume, column checks)
• Quality metrics delivered at query time for immediate action
• Continuous monitoring of data health across systems

Context Management Platform

• Unified context graph combining lineage, quality, and real-time context
• Integration with AI agents (Claude, Cortex, Genie, LangChain, CrewAI, and others) via Model Context Protocol (MCP)
• Metadata, knowledge, embeddings, and memory storage capabilities

AI Data Management

• Context activation for AI agents through APIs, SDKs, and skills
• Semantic knowledge integration including semantic models and ontologies
• Support for structured data, unstructured data, business applications, and semantic knowledge ingestion

Governance at Scale

• Always-current governance with expert review and approval workflows