AI Adoption & Operations

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AI Adoption & OperationsAI Agent Platforms Compared: Copilot Studio, Agentforce and the Criteria for SelectionThe right platform for AI agents is the one that sits where the data and permissions of the process live and gives you control …28 May 2026 · 12 min
AI Adoption & OperationsProof of Concept, Pilot or MVP: The Right Stage for Your AI InitiativeA proof of concept establishes technical feasibility, a pilot proves value in the real process and an MVP proves operation with …7 May 2026 · 12 min
AI Adoption & OperationsMultimodal AI: Text, Image and Speech in Everyday BusinessMultimodal AI processes images and spoken language alongside text, in current systems within a single model, and so opens up …30 April 2026 · 12 min
AI Adoption & OperationsHuman in the Loop and Human on the Loop: How Much Human Oversight AI Needs in OperationHuman in the loop means that a person reviews and approves every AI output before it takes effect. With human on the loop the …27 April 2026 · 12 min
AI Adoption & OperationsModel Context Protocol and A2A: What the Standards for AI Agents Mean for Your ArchitectureMCP is the open standard through which AI agents access systems and data, and A2A is the standard through which agents work with …16 April 2026 · 11 min
AI Adoption & OperationsAI Decision Support: Possibilities and LimitsAI supports decisions reliably when decision rights and data foundations are settled and the outcome of every decision flows back …30 March 2026 · 11 min
AI Adoption & OperationsBuilding AI Assistants for Business FunctionsAn AI assistant for a business function takes shape in three steps: define a narrow task, build it inside the real workflow, and …26 February 2026 · 11 min
AI Adoption & OperationsPrompt Standards in Companies: From Individual Know-How to ProcessPrompt standards are binding rules for how a company writes, tests and approves instructions to language models. In many …16 February 2026 · 11 min
AI Adoption & OperationsEmbedded AI in Mid-Sized Companies: Where AI Belongs in Existing SoftwareIn mid-sized companies, AI belongs in the software your employees already use, at the point in the workflow where a decision is …5 February 2026 · 11 min
AI Adoption & OperationsLegacy Systems and AI: Integration into Established IT LandscapesAI can be integrated into established IT landscapes without replacing the legacy systems: an interface layer leaves them unchanged …26 January 2026 · 11 min
AI Adoption & OperationsCloud or On-Premises for AI Applications: Decision Criteria for Executive ManagementThe cloud is the better choice for AI applications with fluctuating load and short deadlines, on-premises for data that must not …15 January 2026 · 11 min
AI Adoption & OperationsAI architecture: why a platform beats point solutionsA shared AI platform replaces point solutions once several applications need the same data access and models, in practice from …5 January 2026 · 10 min