Topic

AI governance

Using AI with accountable decisions, measured value, and human control.

Model, tools and human-review receipts combine into one accepted document within an overall budget boundary.

TechnologyAugust 18, 20267 min read

AI Cost Control: Applying FinOps to Models, Tokens and Business Value

AI cost control links model and infrastructure consumption to an accountable workflow, measurable outcome, quality threshold, budget, and optimization cycle.

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An owner-tagged AI register and low, medium and high review trays, with a held card kept outside active use.

TechnologyAugust 18, 20267 min read

A Lightweight AI Governance Framework for SMEs

SMEs can govern AI with a small use-case register, clear owners, risk tiers, data rules, evaluations, human decisions, monitoring, and retirement criteria.

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A small cabinet of business tools leads to a task held for human review beside a stop button and an empty output tray.

TechnologyAugust 18, 20267 min read

AI Agents for SMEs: Value, Limits and Human Control

AI agents can coordinate multi-step work across tools, but SMEs should constrain permissions, preserve human decisions, test failures, and measure outcomes.

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