https://www.halstedhaines.com/blogOriginal perspectives on strategy, research, and applied AI from Halsted, Haines & Co., a State Madison company.en-ushttps://www.halstedhaines.com/blog/useful-ai-success-measureshttps://www.halstedhaines.com/blog/useful-ai-success-measuresDefine AI success around the whole business task: a baseline, useful quality measures, the cost of errors, and a decision about what happens next.Tue, 10 Nov 2026 00:00:00 -0600https://www.halstedhaines.com/blog/research-before-aihttps://www.halstedhaines.com/blog/research-before-aiA practical way to distinguish an information task from an unresolved business decision before designing an AI system.Tue, 10 Nov 2026 00:00:00 -0600https://www.halstedhaines.com/blog/ownership-after-ai-launchhttps://www.halstedhaines.com/blog/ownership-after-ai-launchClarify the decisions, information, technical responsibilities, and escalation routes that continue after an AI system becomes part of everyday operations.Tue, 10 Nov 2026 00:00:00 -0600https://www.halstedhaines.com/blog/choosing-an-ai-workflowhttps://www.halstedhaines.com/blog/choosing-an-ai-workflowCompare possible AI uses by the task, available information, review effort, dependencies and the business decision an improvement would support.Tue, 10 Nov 2026 00:00:00 -0600