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Captured State and Live State in Asynchronous Workflows

Captured State and Live State in Asynchronous Workflows

by lucent | Oct 14, 2026 | Automation, Governance, Workflow | 0 comments

Asynchronous workflows often allow work to continue while another task runs in the background. A file may keep changing while it is processed, a user may navigate elsewhere while a request is pending, or a system may receive a response after the surrounding workspace...
Inspectability and Recoverability in Context Workflows

Inspectability and Recoverability in Context Workflows

by lucent | Oct 11, 2026 | Automation, Governance, Workflow | 1 comment

Inspectability is the ability to understand what information a workflow is using, where it came from, how it is being interpreted, and what state the work is currently in. Recoverability is the ability to return to the source material, prior state, or deeper evidence...
Named Entity Recognition, Entity Linking, and Relationship Extraction

Named Entity Recognition, Entity Linking, and Relationship Extraction

by lucent | Oct 10, 2026 | HTML, Information Architecture, Optimization, Retrieval | 1 comment

Named entity recognition, entity linking, and relationship extraction are related language-processing tasks, but they do not perform the same work. Named entity recognition detects words or phrases that may refer to entities such as people, organizations, places,...
Human Attention in Automated Workflows: Matching Escalation to Uncertainty

Human Attention in Automated Workflows: Matching Escalation to Uncertainty

by lucent | Oct 8, 2026 | Automation, HITL, Optimization, Workflow | 2 comments

Human attention is a finite part of any automated workflow. A system should not send every uncertain result into the same review queue or treat people as general-purpose exception handlers. Effective escalation depends on understanding what is uncertain, who can...
Planning Topic Clusters for User Experience

Planning Topic Clusters for User Experience

by lucent | Oct 6, 2026 | Information Architecture, Optimization, Organic SEO, Retrieval | 1 comment

A topic cluster is a group of related pages connected through internal links and organized around a broader central subject. In website optimization topic clusters are often discussed as a way to help search engines understand topical depth. That is true, but it is...
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