Insights
Perspective
Practical AI perspective for growing businesses — from identifying high-value opportunities to deciding what to build, buy, or automate.
- InsightWhere Should a Business Start With AI?There is no single first step every business must take. How to choose between employee enablement, a bounded test, workflow improvement, assessment—or not yet.
- InsightWhat Business Processes Are Actually Worth Automating With AI?Possible is not the same as worthwhile. Five questions for deciding which work deserves automation, and when simpler automation is the better choice.
- InsightChatGPT, Claude or Microsoft Copilot: Which Makes Sense for Your Business?The best AI model and the best AI platform for your organization aren’t necessarily the same thing. How to compare them on your environment, controls and real work.
- InsightHow Much Does It Cost to Implement AI in a Business?AI implementation can cost a few thousand dollars or considerably more. The useful question is what level of implementation the problem actually requires.
- InsightWhat Actually Makes an AI Project Expensive?The AI is often not the expensive part. Systems, data, permissions, exceptions and the work surrounding it are what shape implementation effort.
- InsightHow Do You Know If an AI Project Is Worth the Investment?Time saved is not automatically cash saved. A better business case starts with the capacity AI can return and what the business can actually do with it.
- InsightAI Agents vs. AI Automation: What Does Your Business Actually Need?Match the right level of autonomy to each workflow, from predefined rules to autonomous agents.
- InsightBuild vs. Buy: When Does Your Business Need a Custom AI System?How to decide between existing AI platforms, automation, and something purpose-built.
- InsightHow to Identify High-Value AI Opportunities in Your BusinessFind the business problems where AI is actually worth pursuing.
- InsightWhat Is Shadow AI—and Why Should Businesses Care?Why employees adopt unapproved AI tools, the risks it creates, and how to move toward responsible adoption.