Alex Cherednyk·Jun 18Phase 2 Grow: Using AI to Capture Revenue, Not Just Save Time (“The Staircase Methodology”)This is the final article in the series on the Staircase Methodology, a practical way for small and mid-sized businesses to choose, ship…
Alex Cherednyk·Jun 17Phase 1 Optimize: A Practical Way to Pick Your First AI Project (“The Staircase Methodology”)This is the how-to article in the series. The first piece explained why small and mid-sized businesses keep getting stuck on AI; the second…
Alex Cherednyk·Jun 16The Staircase Methodology at Work: How One Small Business Picked Its First AI Project (Case Study)In the first article of this series, I argued that the hardest part of AI for a small or medium business is not the technology or even the…
Alex Cherednyk·Jun 15Why Most Small Businesses Get Stuck on AI, and How the New Staircase Methodology HelpsMost small business owners already know AI matters. What they do not have is a clear answer to a simpler question: what can I actually do…A response icon1A response icon1
Alex Cherednyk·Feb 15AI Can Only Automate 2.5% of Remote Work? Not So FastA new benchmark called the Remote Labor Index (RLI) made waves recently. Produced jointly by the Center for AI Safety (CAIS) and Scale AI…
Alex Cherednyk·Jan 27AI Agents for Business: What They Are, When to Use Them and When to AvoidAI agents are quickly becoming one of the most talked-about ideas in enterprise AI. Vendors promise autonomous systems that can plan…
Alex Cherednyk·Dec 2, 2025AI Enhanced Scams Targeting Businesses: Examples And Action ItemsArtificial intelligence stands as a monumental force for business transformation. From optimizing supply chains to delivering personalized…
Alex Cherednyk·Oct 1, 2025AI Tools and Solutions for Business Optimization, Revenue and InnovationArtificial Intelligence has moved from being a novelty to becoming an essential driver of business performance. In 2025, companies are not…A response icon1A response icon1
Alex Cherednyk·Sep 2, 2025AI Use Cases in Businesses for Optimization, Revenue and InnovationArtificial Intelligence (AI) has moved far beyond experimental pilots and research labs. Across industries, it is now embedded in…
Alex Cherednyk·Jul 19, 2025Vulnerabilities in Modern AI Applications: real life case and what we can learn from thatModern AI can boost productivity but also introduces novel attack surfaces. One example, the Gmail “Summarize this email” feature powered…
