Organizational Learning

Stop Building Your Highest-ROI AI Project First. Here’s What Actually Works.

📅 August 22, 2026 📂 AI & Machine Learning

Most companies pick their first AI project by ranking ROI. That’s a mistake. The highest-value project often has the longest feedback loop and the most dependencies. The real priority is a project that delivers a fast, verifiable result and forces business teams to take ownership. This article breaks down why the first project should be a learning roadmap, not a value leaderboard.

AI Strategy Business Transformation Data Governance Organizational Learning Project Prioritization

Your Company Is Burning Its Most Valuable Asset. Here’s Why You Need to Stop.

📅 July 28, 2026 📂 AI & Machine Learning

Summaries are lossy snapshots for tired humans. In the AI era, the raw transcripts you ignore hold the real evidence of how your organization thinks, decides, and changes. Treating summaries as final knowledge creates a graveyard of contradictions. The smartest move? Keep the transcripts, let AI manage the knowledge state, and generate summaries on demand. Stop burning your most valuable asset.

AI AI Adoption AI Architecture Data Asset Knowledge Management Organizational Learning Productivity