Question: Is there a platform that can consolidate my data infrastructure, including security, governance, and observability, in one place?

Informatica is a cloud-based, AI-infused data management system that links, manages and unifies data across multicloud and hybrid environments. It includes data catalog, data integration, API and app integration, data quality and observability, and strong governance abilities, making it a good choice for companies trying to move to modern data management.

Another good option is Collibra, which offers a variety of data management tools including AI Governance, Data Catalog, Data Governance, Data Quality & Observability, and more. It's designed to automate data processes, cut manual work and provide a unified view of data assets across the organization, so you can work more productively and scale more easily.

If you're interested in a data intelligence platform, Databricks marries generative AI to bring together data, analytics and governance. Built on lakehouse architecture, it supports a broad range of tools and integrations, including ETL, data ingestion, business intelligence and AI, so you can build and run AI applications directly against your data while keeping control and privacy.