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Evaluating Retrieval Quality: Relevance, Coverage, and Missing Evidence

Evaluating Retrieval Quality: Relevance, Coverage, and Missing Evidence

by lucent | Sep 14, 2026 | Optimization, Retrieval | 0 comments

Imagine asking an AI assistant to compare two ways of moving a website to a replacement platform: a phased migration, in which defined parts of the site move in stages, and a coordinated cutover, in which the in-scope site switches during a planned transition window....
Responsible AI-Assisted Writing: Context, Human Oversight, and Editorial Responsibility

Responsible AI-Assisted Writing: Context, Human Oversight, and Editorial Responsibility

by lucent | Sep 10, 2026 | HITL, Optimization, Retrieval, Workflow | 1 comment

Responsible AI-assisted writing is the use of artificial intelligence to support research, drafting, editing, and content organization while keeping human judgment and accountability at the center of the work. AI systems can help writers explore ideas, clarify...
Workflow Architecture: Designing Processes That Scale With Understanding

Workflow Architecture: Designing Processes That Scale With Understanding

by lucent | Sep 10, 2026 | Governance, Information Architecture, Optimization, Retrieval, Workflow | 1 comment

Workflow architecture is the deliberate design of how work, information, decisions, and responsibility move from initiation to completion. It considers the full process rather than treating each task as an isolated activity. Every recurring process has an...
Chunking Documents for Retrieval Without Breaking Meaning

Chunking Documents for Retrieval Without Breaking Meaning

by lucent | Sep 10, 2026 | Optimization, Retrieval, Workflow | 1 comment

Document chunking is the process of dividing a source document into smaller units that can be indexed, compared, retrieved, or supplied as context. The mechanical act of splitting text is simple. Choosing boundaries that preserve definitions, qualifications, evidence,...
Structured Data Validation: From Warning or Error to Verified Meaning

Structured Data Validation: From Warning or Error to Verified Meaning

by lucent | Sep 8, 2026 | Optimization, Retrieval, Structured Data | 1 comment

Structured data validation is the process of checking whether machine-readable markup is technically valid, uses the intended vocabulary, meets applicable search feature requirements, and accurately represents the visible page. A validator can identify many markup...
Local Knowledge Graph Design for Business Websites

Local Knowledge Graph Design for Business Websites

by lucent | Sep 8, 2026 | Information Architecture, Optimization, Retrieval, Structured Data | 0 comments

A local knowledge graph is a structured model of a business and the relationships that give it meaning. It connects the business to its services, locations, personnel, credentials, service areas, projects, policies, and supporting evidence. A website does not need a...
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