Knowledge Base - Enterprise Knowledge

Graph Analytics in the Semantic Layer: Architectural Framework for Knowledge Intelligence

Fernando Aguilar Islas . June 17, 2025 . Blog

Introduction As enterprises accelerate AI adoption, the semantic layer has become essential for unifying siloed data and delivering actionable, contextualized insights. Graph analytics plays a pivotal role within this architecture, serving as the analytical engine that reveals patterns and relationships … Continue reading

What is a Knowledge Asset?

Sara Mae O'Brien-Scott . Zach Wahl . June 16, 2025 . Blog

Over the course of Enterprise Knowledge’s history, we have been in the business of connecting an organization’s information and data, ensuring it is findable and discoverable, and enriching it to be more useful to both humans and AI. Though use … Continue reading

Beyond Traditional Machine Learning: Unlocking the Power of Graph Machine Learning

Kaleb Schultz . June 12, 2025 . Blog

Traditional machine learning (ML) workflows have proven effective in a wide variety of use cases, from image classification to fraud detection. However, traditional ML leaves relationships between data points to be inferred by the model, which can limit its ability … Continue reading

The Role of Taxonomy in Labeled Property Graphs (LPGs) & Graph Analytics

Annabel Lane . June 2, 2025 . Blog

Taxonomies play a critical role in deriving meaningful insights from data by providing structured classifications that help organize complex information. While their use is well-established in frameworks like the Resource Description Framework (RDF), their integration with Labeled Property Graphs (LPGs) … Continue reading

Enhancing Taxonomy Management Through Knowledge Intelligence

Maryam Nozari . April 30, 2025 . Blog

In today’s data-driven world, managing taxonomies has become increasingly complex, requiring a balance between precision and usability. The Knowledge Intelligence (KI) framework – a strategic integration of human expertise, AI capabilities, and organizational knowledge assets – offers a transformative approach … Continue reading

Expertise Augmentation for Full Lifecycle AI/ML Operations

EK Team . April 18, 2025 . Product

The current job market for these unique positions is dire, and delays in hiring can translate directly to delays in your projects. In-house skill gaps in AI technologies can be a formidable obstacle in your organization’s technical evolution, often blocking … Continue reading

AI Model Quality Assessment & Governance Framework

EK Team . April 17, 2025 . Product

Many AI initiatives fail because there’s no plan for scale and maintenance. Has your organization already deployed AI/ML models and you’re looking for proven ways to maintain it? Working with some of the world’s largest and most complex organizations, EK … Continue reading

Enterprise LLM Accelerator

EK Team . April 17, 2025 . Product

Many organizations are looking for a reliable way to experiment with and understand the applications of generative AI such as ChatGPT and Copilot. These tools, built using complex ML components like LLMs and neural networks, offer a lot of promise … Continue reading

Tool Selection & Solutions Framework Development

EK Team . April 17, 2025 . Product

We recognize that navigating the myriad of technology options and AI models available for enterprise-wide AI initiatives can be challenging. As a vendor-agnostic consultancy, we partner with and integrate a wide range of tools and AI solutions on the market. … Continue reading

AI Readiness Assessment, Benchmarking & Strategy

EK Team . April 17, 2025 . Product

Many organizations are looking for a tailored framework to get started in their AI journey and help them prioritize potential projects based on relative effort and estimated return. EK’s Strategy approach consists of five core factors that are within the … Continue reading