AI is transforming how organizations operate, making real-time awareness essential for autonomy. Awareness is not surveillance. Surveillance is human-centered and rooted in control, while awareness is system-centered and focused on understanding and improving the environment. In the Framework for Autonomous Organizations, awareness enables alignment and paves the path toward autonomy. Kaamfu provides SMEs with unified, […]
Category: Workplace Ethics
Who gets the surplus value from AI?
Most companies experimenting with AI have yet to see real financial returns. In a recent Reddit discussion, I noted that while AI tools make individuals more capable, they have not made organizations more profitable. Clients and customers expect faster results for the same price, leaving margins unchanged. The real issue is structural: productivity gains are […]
Kaamfu code of ethics for organizational transparency: a working draft
On September 22, 2025, I published a blog about the ethics of seeing everything in the workplace (read The ethics of seeing everything in the workplace). Since then, as we move closer to releasing our first all-seeing monitor, I have begun to fully grasp the scale of data and information this system will provide. With […]
The ethics of seeing everything in the workplace
Kaamfu gives business owners full visibility into their organizations, capturing every task, message, and artifact created on the clock. My position is clear: if the company paying for services and labor, its ownership is entitled to everything produced during that time. Full access improves fairness, accountability, and service to customers. But it also demands a […]