Insights Topic
Published INVISOM articles connected to embeddings.
3 articles
All insightsKnowledge IntelligenceArchitecture Guide
Models are now interchangeable; context is not. Organizations that build context once, as a governed shared layer with permissions attached, will reuse it across every assistant and agent. Those that wire it per project will rebuild it every time.
Knowledge IntelligenceImplementation Guide
Most RAG teams tune prompts and swap models. The measurable gains are in retrieval, and the failures you cannot undo are in permissions and injected content. Build from the index outward, and let evaluation decide what ships.
Knowledge IntelligenceTechnical Deep Dive
Graph versus vector is the wrong argument. The right one is about which questions your users ask, whether your entities already exist in systems of record, and whether permissions survive every copy of the data.