We’re honored to share that VERN AI has been named the #2 seed in the MBC Region for Startup Mania in Austin on March 11th.Startup Mania is structured like March Madness — startups go head-to-head in a bracket-style competition until one makes it to the finals. It’s competitive, fast-paced, and...
When AI Productivity Gains Turn Into Rework Loops
• AI is accelerating output — but not always improving quality.• Rework, edits, and verification are eroding productivity gains.• Organizations are discovering a hidden “AI tax” in cleanup time.• Outcomes depend on governed systems — not raw generation.The promise of workplace AI has always been rooted in productivity. Faster drafts....
The Missing Layer in Enterprise AI: The Behavioral Control Module (BCM)™
• AI outcomes don’t fail because of intelligence gaps — they fail because of behavioral inconsistency.• Enterprises need governance inside the interaction, not just moderation outside it.• A Behavioral Control Module (BCM)™ regulates how AI behaves under pressure.• Behavioral containment is what makes Outcomes-as-a-Service measurable and reliable.Artificial intelligence has advanced...