AI Adoption & Operations

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AI Adoption & OperationsDigital Twin in Manufacturing: Business Case, Data Foundation and ImplementationA digital twin in manufacturing is a virtual representation of a machine or production line that is continuously synchronised with …1 January 2026 · 12 min
AI Adoption & OperationsAI Hallucinations: Limiting Risk in ProductionHallucinations can be limited to a manageable level in operation when every answer is tied to sources and passes a review graded …15 December 2025 · 10 min
AI Adoption & OperationsEnsuring the quality of AI outputs: testing, evaluation, monitoringA company ensures the quality of AI outputs by defining quality before launch, testing every change against a test set and …8 December 2025 · 11 min
AI Adoption & OperationsLLMOps: Running AI Applications in the EnterpriseLLMOps is the managed operation of AI applications built on large language models, from quality measurement to model migration …1 December 2025 · 11 min
AI Adoption & OperationsDelivering AI Solutions: From Prototype to Stable ProductAn AI prototype becomes a stable product when ownership and operation are settled before go-live and the business units adopt the …24 November 2025 · 11 min
AI Adoption & OperationsBuilding an AI Centre of ExcellenceYou build an AI centre of excellence by fixing the mandate first and then staffing a core team that takes applications into …10 November 2025 · 11 min
AI Adoption & OperationsAI Organisation: Central Team, Centre of Excellence or DecentralisedAn AI organisation should be as central as standards and platform require, and as decentralised as proximity to the business unit …3 November 2025 · 12 min
AI Adoption & OperationsBuilding AI Capabilities in the OrganisationAI capabilities develop in an organisation when roles and learning paths are aligned with how the business actually operates. AI …29 September 2025 · 12 min
AI Adoption & OperationsWinning Employee Acceptance of AIAcceptance emerges when employees see in their own workflow that an AI application improves their work, and when responsibilities …22 September 2025 · 10 min
AI Adoption & OperationsEmbedded AI: Building AI into Products and ProcessesEmbedded AI is AI built into a product or process as a permanent function and used within the familiar tool, without a separate AI …25 August 2025 · 12 min
AI Adoption & OperationsAI in Software Development: Assessing Productivity RealisticallyAI assistants speed up individual tasks in software development, but whether a company delivers faster only shows when the entire …11 August 2025 · 11 min
AI Adoption & OperationsAI in Manufacturing and Maintenance: Use Cases and ImplementationAI pays off in manufacturing and maintenance where machine and process data already exist and a concrete decision on the shift …4 August 2025 · 11 min