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generative AI regulation

2 articles · Page 1 of 1
Frontline Investigation
Frontline Investigation
Sep 8, 2026 · Industry Insights

Why Adding LLMs Doesn't Change Business Processes: Three Missing Boundaries

Integrating large language models into business systems often only accelerates existing steps without transforming workflows because organizations fail to define judgment, evidence, and responsibility boundaries, leaving AI outputs as unactionable suggestions that require manual re-review and coordination.

AI IntegrationBusiness Process AutomationEvidence Boundaries
0 likes · 12 min read
Why Adding LLMs Doesn't Change Business Processes: Three Missing Boundaries
Frontline Investigation
Frontline Investigation
Aug 28, 2026 · Industry Insights

Beyond Capability Lists: The Hidden Challenge of LLM Project Delivery

This article argues that successful LLM project delivery depends not on model capability lists but on establishing traceable judgment chains covering model versions, knowledge sources, tool calls, and operational accountability, highlighting a four-layer responsibility framework and four key evaluation questions for procurement and governance.

AI governanceLLM project deliveryNIST AI 600-1
0 likes · 11 min read
Beyond Capability Lists: The Hidden Challenge of LLM Project Delivery