Acceldata

Acceldata xFactory: Federated AI Data Governance at Scale

Acceldata xFactory: Federated AI Data Governance at Scale

AI, Data Management, Enterprise Software, Machine Learning /

Acceldata has launched xFactory, a private AI software factory that lets enterprises build and deploy AI agents on federated data without moving it. The platform runs on open engines including Apache Spark and Trino, with runtime governance enforced by xLake. ECI Research breaks down why the architecture, the open-engine strategy, and the developer velocity story matter for regulated enterprise buyers.

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Acceldata AI Observability: Governing Agents Across Hybrid Data

Governing Agents Across Hybrid Data

Agentic AI, AI, AI Governance, AIOps, Application Development, Observability /

Acceldata has launched AI Observability as a native capability of its xLake Data & AI Platform, connecting agent traces directly to data quality, lineage, and pipeline health across hybrid environments. The announcement targets a gap no existing AI observability tool fully closes: tracing an agent failure back to the data that caused it. For enterprises running workloads across both cloud and on-premises infrastructure, this positions data governance as an enabler of AI deployment rather than a constraint on it.

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