Notes on enterprise knowledge & semantic AI
How teams connect their tools, find what they already know, and put a semantic layer to work — written plainly and grounded in real sources.
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Knowledge Management · · 5 minHYCU State of SaaS 2025: Sprawl, Security, Spend
The HYCU State of SaaS Report 2025 ties sprawl to security exposure and redundant spend: 139 apps on average, 65% breached, $2.3M per incident.
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AI Search & RAG · · 7 minGartner Names Enterprise AI Search a Real Category
The Gartner Market Guide enterprise AI search category, with Sinequa as a named vendor, marks the shift from search feature to strategic infrastructure.
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Enterprise AI · · 6 minGartner: 40% of Enterprise Apps Get AI Agents by 2026
Gartner says 40 percent of enterprise apps will feature task-specific AI agents by 2026, up from under 5%. Here's why a shared context layer becomes mandatory.
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Knowledge Management · · 7 minNintex SaaS Sprawl Snapshot: Redundant Tools, IT Load
The Nintex SaaS Sprawl Snapshot shows redundant tools and rising IT workload are now baseline. Here's what the survey data means for every department.
Read article - Industry Use Cases · · 7 min
Glance's Gemini Knowledge Graph on Google Cloud
How the Glance Gemini powered knowledge graph on Google Cloud connects 50,000+ daily articles, lifting recommendation coverage and engagement for 300M users.
Read article - Industry Use Cases · · 6 min
Security Sprawl Increases Risk: Detection and Recovery
Research shows security sprawl increases risk: detection and recovery slow when tools don't integrate. Here is what the data says and how to fix it.
Read article - Knowledge Graphs · · 5 min
Gartner Puts Semantic Tech Center Stage in 2025
Gartner semantic technologies center stage 2025: why knowledge graphs and semantic layers moved from niche metadata to board-level AI strategy.
Read article - Knowledge Management · · 6 min
Knowledge Mismanagement Is Costing Millions (HBR)
HBR data shows knowledge mismanagement costing company millions per HBR: lost revenue, wasted hours, bad AI answers. Why KM is a P&L issue, not IT.
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AI Search & RAG · · 6 minIBM on GraphRAG: Precision and Source Traceability
IBM's take on what is GraphRAG: how graph structure gives retrieval precision and source traceability that vector-only RAG cannot guarantee.
Read article - Enterprise AI · · 6 min
Forrester TEI: Microsoft 365 Copilot ROI Decoded
The Forrester Total Economic Impact Microsoft 365 Copilot ROI study reports 116% ROI and 9 hours saved per user per month. Here's the CFO-grade business case.
Read article - Enterprise AI · · 7 min
Copilot Productivity: Evidence from 20,500 Users
AI assistants productivity from 20,500 Copilot users evidence: 26 minutes saved daily, 12% faster docs, and what separates real gains from vendor hype.
Read article - AI Search & RAG · · 5 min
AI Search Engine Market Forecast: Size & Growth
The AI search engine market forecast points to size and growth from USD 18.5B to USD 78B by 2036 as enterprises move from keyword search to AI retrieval.
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