TLDR Tech / Data
Beyond the hype: The enterprise AI architecture we actually need
Enterprise AI is moving toward a federated stack: native AI inside systems of record like SAP, Salesforce, Workday, and ServiceNow; sovereign private models hosted on internal infrastructure; curated data lakes; and AI analytics layers that can federate queries across domains. Agent orchestration sits on top, with full traceability, timestamps, and auditability to satisfy compliance demands such as the EU AI Act. Two missing capabilities: a trusted marketplace for external agents using verifiable identities, and an employee intelligence layer that embeds AI into workspaces so users can query operational data without switching tools.
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