Stop Treating Agents as One-Off Projects and Start Running Them as a Continuous Discipline
Microsoft, Thursday, November 5th, 2026
Microsoft urges running AI agents as a continuous business discipline, citing an IDC study on AI funding, costs and governance.
An IDC InfoBrief sponsored by Microsoft found nearly 90% of organizations apply financial thresholds before approving AI initiatives, but only 17% model how costs scale in production, while about 78% prioritize cost efficiency in model selection.
86% expect financial results within six to 24 months.
Microsoft argues AI should be managed as a continuous discipline and proposes four questions for each workload: fund it, run it, improve it and prove it.
Recommendations include projecting usage at 3x and 10x, tracing spend to apps and agents, measuring cost per outcome rather than per token, and trimming context, with Microsoft Foundry positioned as the platform for this.