AI Workflows

We can all see AI software engineering moving into daily business operations. It’s not just people mentioning Claude Code every second sentence. The reality is AI-assisted work now touches tools, data, prompts, APIs, repositories, internal systems, and customer-facing workflows. Google’s I/O software engineering talk made the pressure clear: generating code faster does not make the…

Companies are starting to talk about AI employees, AI team members, AI agents, AI-native teams, and the “AI org.” Thought leaders like Salim Ismail and Peter Diamandis start that discussion in the new book, Organizational Singularity. The frame and the language are useful, but only to a certain extent. It forces Ops leaders to ask…

We are all using multiple AI vendors and all are promising a lot more than chat. Their agents can connect to your internal data. They can read from your CRM. They can coordinate with other agents. They can ask a human for approval. Soon, they may even spend small amounts of money on API calls,…