artifical intelligence | Page 2

As AI systems accumulate learned behaviors, custom embeddings, and agent logic that traditional backup tools aren't built to capture, companies are leaving their most critical data unprotected.

Product research has changed fast. What used to be a phase before launch is now a continuous practice that shapes how products get built.

My generation navigated 9/11, a financial crisis and a housing market that shut us out — and we still did our inner work. That depth is our edge with AI.

Business discovery is shifting toward "agent-to-agent" marketing, where AI agents evaluate a company's trust signals, documentation, integrations and credibility before human buyers ever see the shortlist.