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    Law Firms and AI: From Pilots to Safe, Governed Production

    Law firms are experimenting with artificial intelligence at a rapid clip, but according to recent reporting and industry surveys, widespread, fully governed production deployments remain the exception rather than the rule—a reality shaped less by technical immaturity than by ethical, regulatory...
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    • ai governance ai in law ai risk artificial intelligence audit logs auditable logs bar guidance change management clause extraction client confidentiality compliance confidentiality contract review data confidentiality data handling data privacy data security dlp ediscovery enterprise controls governance governance roadmap hallucinations human in the loop law firm ai law firms legal tech logs and auditability mfa microsoft 365 copilot privacy and security procurement professional ethics professional responsibility prompt engineering prompt hygiene rbac risk management sso training vendor attestations vendor maturity vendor risk windows 365
    • Replies: 2
    • Forum: Windows News
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    Enterprise AI Goes Production-Ready: September Cloud Previews Focus on Security and Governance

    Cloud providers’ September previews are not incremental checkbox updates; they are a clear signal that enterprises expect AI clouds to be more than high‑performance models — they must be secure, auditable, and operationally mature enough to run production workloads at scale. Background...
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    • agent assist ai evaluation ai governance ai platforms auditability aws bedrock azure ai azure machine learning batch api batch embeddings bedrock cloud ai cloud ai platforms cloud previews compliance data governance data isolation data sovereignty embeddings enterprise ai fine-tuning gemini gemini batch api gen ai sdk google gemini governance gpt oss gpt-oss ingestion logs ingestion visibility interoperability knowledge base knowledge bases liveness detection managed endpoints mixed model estates mlops model governance multi-cloud network isolation observability open models open-source models open-weight models openai compatibility perimeter security private endpoints production ai production readiness rbac region availability reinforcement fine tuning reinforcement fine-tuning rft sdk migration security security isolation vendor maturity vertex ai vertex ai sdk
    • Replies: 5
    • Forum: Windows News
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