ROI from AI
What is a LLM Hallucination?
LLM hallucination is when a Large Language Model (LLM) generates factually incorrect or senseless information that looks grammatically correct and feels confident. It is usually in the form of false facts, fake URLs, or invented studies.
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The Graphwise AI Summit 2026: One Connected Story About What It Takes to Get the Enterprise AI Right
Read about the Graphwise AI Summit with presentations and panels with Accenture, Roche, AstraZeneca, S&P Global and more.
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Navigating the Grid’s Digital Transition: Mastering CIM/CGMES 3.0 and Maximizing ROI with Graphwise
Read about how Graphwise's semantic technology platform helps European grid operators tackle the complex, costly challenge of CIM/CGMES 3.0 compliance.
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Why Gen AI Keeps Failing Consulting
Read about the reality of buying or building Enterprise AI and how to get the best of both without the tradeoffs.
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Moving Beyond the Prototype Plateau: Why Your Agentic AI Needs a Semantic Backbone
Read about how new research from MarketsandMarkets explains how to get beyond the AI pilot stage.
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Building Smarter, Faster — How GraphRAG Cuts AI Development Costs and Complexity
Read about why traditional RAG systems become costly at scale and how GraphRAG reduces complexity and improves cost predictability.
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What Is a Semantic Backbone?
The Semantic Backbone serves as a source of truth, unifying data silos & providing contextual grounding for scalable and trustworthy Agentic AI.
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Accelerating Discovery — How GraphRAG Drives ROI in R&D and Knowledge-Intensive Workflows
Read about how GraphRAG helps organizations cut search time, speed up discovery, and turn AI pilots into measurable ROI.
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Smarter Self-Service — How GraphRAG Boosts ROI in Customer and Employee Support
Read about how GraphRAG reduces hallucinations, improves first-contact resolution, and delivers efficiency gains across customer and employee support.
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AstraZeneca: Enabling New Medicines Through Semantic Knowledge Graphs
Read this abbreviated & updated version of a talk from the Graph AI Summit 2025 by Ben Gardner, AstraZeneca
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Reducing Risk and Rework — How GraphRAG Delivers ROI in Compliance and Legal Workflows
Read about how GraphRAG bases AI on verifiable facts to ensure accuracy, audit trails & faster regulatory responses for measurable ROI.
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From Data to Decisions — How GraphRAG Accelerates Time to Insight and Boosts ROI
Read about how GraphRAG connects data, context, and meaning to deliver faster and verifiable insights that accelerate decision-making and boosts ROI
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