Informatica brings governed data tools to AWS agent workflows

What changed: Informatica, now part of Salesforce, announced “headless data management” for AWS by making Informatica MCP servers and CLAIRE Agent skills available across AWS Agent Registry and Amazon Quick. The release says the MCP servers help agents explore metadata, improve data quality, and manage master data; availability includes MCP servers on AWS Agent Registry in U.S. preview, MCP servers on Quick generally available in U.S. regions, and CLAIRE Agent skills in global preview.

Why it matters: Many enterprise agents fail because they act on messy, duplicated, or poorly governed data. This gives builders a more practical path to connect agents to company data without hand-building every data-quality and metadata integration from scratch.

Try/watch: If you are building agents for CRM, analytics, or operations, test whether your agent can answer three basic questions before taking action: what data is authoritative, what data is sensitive, and what record should be updated.

Microsoft publishes a production checklist for Foundry agents

What changed: Microsoft published a CI/CD guide for AI Agents on Microsoft Foundry that walks through version control, quality checks, multi-environment promotion, GitHub Actions, Azure DevOps pipelines, and approval gates for shipping agents. The guide frames agents as software that should be tested, promoted, monitored, and rolled out with the same care as normal applications.

Why it matters: This is useful signal for teams moving beyond demos. The hard part is no longer “can we make an agent respond?” but “can we update it safely, prove it still works, and stop bad changes before customers see them?”

Try/watch: Add one simple evaluation gate before any agent update reaches production: a fixed set of real user tasks, expected outcomes, safety checks, and a human sign-off for high-impact actions.