Reimea Insightshttps://www.reimea.com/insights/AI agent governance, human oversight and audit for regulated organisations.en-gbSun, 18 Oct 2026 09:00:00 +0100Why every AI agent needs a control layerhttps://www.reimea.com/insights/ai-agent-control-layer.htmlhttps://www.reimea.com/insights/ai-agent-control-layer.htmlSun, 18 Oct 2026 09:00:00 +0100AI agents are ready for regulated work. What decides whether they reach production is identity, policy, approval and evidence: the control layer.Human oversight of AI agents that actually workshttps://www.reimea.com/insights/human-oversight-ai-agents.htmlhttps://www.reimea.com/insights/human-oversight-ai-agents.htmlSun, 18 Oct 2026 09:00:00 +0100"Human in the loop" is easy to promise. How to design approval of AI agent actions that staff can sustain and auditors can trust.Source-attributed care records: showing the gapshttps://www.reimea.com/insights/source-attributed-care-records.htmlhttps://www.reimea.com/insights/source-attributed-care-records.htmlSun, 18 Oct 2026 09:00:00 +0100A shared care record should show where each item came from, when, and what it cannot see. The design thinking behind Reimea Exchange.