Relyance AI vs Transcend Data Discovery and Classification

Relyance AI’s Lyo platform traces data journeys from code through cloud environments to AI models, with tools for data security, privacy operations, and AI governance. It inventories AI agents, models, RAG, and MCP, shows their permission reach, and can block over-scoped agents in CI/CD. The data security layer classifies sensitive information, monitors it in motion, and describes adaptive DLP enforcement at gateways. Privacy workflows use live data flows to automate data maps, records of processing activities, consent, assessments, and data subject requests. Its Data Exposure Graph connects data sensitivity, identity permissions, and agent behavior to surface connected threats. The company describes agentless coverage across code, cloud, data warehouses, identity providers, AI platforms, SaaS, and observability, naming integrations including GitHub, AWS, Snowflake, Okta, OpenAI, Salesforce, and Datadog. Deployment options are full SaaS, InHost within a customer’s VPC, and DirectConnect private link. Runtime actions such as masking or blocking requests are marked private beta. Pricing is on request; a trial is offered subject to eligibility criteria.

Transcend Data Discovery and Classification scans structured data systems to identify and classify sensitive information. Its classifications feed a data inventory and DSR Automation, where they help generate SQL queries for fulfilling requests. Scans can discover data, classify it, or do both; a classification-only scan is available after a discovery scan has completed. The system examines schemas and samples content to recommend categories and processing purposes. Users can scan on demand or schedule recurring scans to track changes. Named supported systems include Snowflake, MongoDB, Redshift, BigQuery, and Salesforce, with custom integrations also available. Transcend says classification runs within the customer’s infrastructure and raw data stays there. Its Sombra gateway is self-hosted, and its integrations use isolated execution, private subnets, and credentials kept out of shared infrastructure. The product supports databases, warehouses, object stores, SaaS systems, and files. Setup requires administrator access to Transcend and to the systems being scanned. Pricing is on request; the product page offers a proof-of-concept walkthrough scoped to a customer’s systems.