AI Agents Fail When Enterprise Data Has No Reliable Meaning
Xebia argues that catalogues, context and production governance must become machine-ready before agents can safely accelerate migrations and software delivery.
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Posts by tag
Data
22 posts
JBS Dev Says Imperfect Data Should Not Delay Practical AI
JBS Dev argues that staged automation, human review and portable models can turn messy enterprise data into sustainable AI workflows.
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Seven Real-Time Data Platforms Show Why AI Quality Starts With Freshness
Artie, Airbyte, Fivetran and four other platforms illustrate the tradeoffs between latency, governance and operational ownership.
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Snowflake Expands AI for Business Users and Developers
Snowflake is widening Intelligence and Cortex Code with connectors, agent SDKs and approval controls for mainstream and technical teams.
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Boomi Says Data Activation Is the Missing Layer in Agentic AI
Boomi argues that shared definitions, live integration and agent audit trails determine whether enterprise AI moves beyond pilots.
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Autonomous AI Needs Governance at the Data Layer
Denodo argues that agents need unified, current and traceable data access because model governance alone cannot make autonomous decisions dependable.
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Family Offices Use AI Far More Than They Invest in It
Ocorian finds 86% of family offices use AI operationally, while only 7% currently seek direct investments in AI companies.
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Insurance AI Is Stalling on a Fragmented Data Foundation
An Autorek survey finds a large gap between insurance AI expectations and deployment as fragmented data, reconciliation and legacy systems slow progress.
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Rowspace Raises $50M to Make Private Equity’s Memory Searchable
Rowspace is building finance-native AI that connects decades of private equity data and makes institutional judgment available at the point of decision.
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Infosys Frames Enterprise AI as Six Connected Transformations
Infosys groups AI implementation into strategy, data, process, legacy, physical systems, and trust, giving leaders a practical test for incomplete programmes.
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