Enterprise AI Services

We will work with you to bridge your organization’s unique disciplines of knowledge management, data management, content management, and information technology to deliver high-value AI services customized to meet your exact needs. All of our work is about enablement. While we deliver our services, we’ll work alongside your own team to transfer knowledge, train, and develop lasting operating models to ensure you can sustain and evolve your AI solutions in this rapidly changing environment: 

• Semantic AI Strategy – Taxonomies, ontologies, business glossaries, and knowledge graphs (collectively the core components of a semantic layer framework) are at the forefront of many organizations’ current priorities, serving as key steps to successful Enterprise AI that can power highly-accurate chatbots, generative AI, intelligent search, recommendation engines, and agentic AI frameworks. If your organization is already seeking a quick start toward semantic maturity, we offer a range of services to propel you forward.
• Knowledge- and Context-Based AI Architecture – EK’s AI architecture services focus on designing a connected knowledge, data, and AI ecosystem that delivers explainable, trustworthy AI solutions. This architecture involves implementing a “glass box” semantic and context layer, built on components like metadata models and knowledge graphs, to provide structured meaning and business context to organizational knowledge assets. By shifting to a schema-driven, knowledge-based model, EK ensures AI systems consume reusable, machine-readable knowledge for accurate grounding and decision-making.
• AI Engineering and Implementation – EK’s AI engineering team builds alongside your organization, managing the implementation process from initial prototypes and pilots through to enterprise-level solution integrations. These services are focused on delivering contextualized and explainable AI solutions that combine a deep expertise in semantic data modeling and knowledge architecture, ultimately making a measurable business impact for your organization. We deliver these services flexibly, either taking responsibility for all aspects of engineering and implementation or, alternatively, embedding with your team to supplement your skill sets and accelerate your work.
• Operating Model Design and Establishment – EK focuses on developing sustainable operating models that ensure your organization can scale and evolve its AI solutions in a rapidly changing environment. As part of this service, EK brings a backlog of tried and proven frameworks to tailor for your organization and works alongside your team to transfer knowledge and provide necessary training. All of our work in this space is based in reality and focused on what will work best in your own organization, rather than what looks good “on paper.” We not only design operating models for AI-powered organizations, we ensure they are adopted to be both flexible and sustainable.