Sancha Arakkal

Always-On Listening Meets Human Insight: Turning Continuous AI Research Into Confident Decisions

The Allure of Always-On Research (And Why It’s So Tempting) There’s something deeply appealing about the idea of always-on research….

Human-in-the-Loop Isn’t a Safeguard—It’s a Competitive Advantage

For a while, “human-in-the-loop” has sounded like the corporate equivalent of a seatbelt. Necessary.Responsible. A compliance checkbox. It’s often described…

From Signals to Stories: Why AI Needs Human Researchers to Turn Patterns Into Meaning

If you’ve spent any time looking at AI-generated research dashboards lately, you’ve probably had this moment: The themes look clean….

Insight Is Not Impact: Why Human Judgment Is the Missing Link Between AI Findings and Business Action

January is for planning. February is for pressure-testing. By now, leadership teams have dashboards full of data. AI has surfaced…

The Trust Economy of Research: How Human Presence Increases Confidence in AI-Powered Insights

AI can generate insight. But can it generate belief? That distinction — capability versus credibility — is shaping the next…

The Future of AI Interviews: Why Collaboration Beats Full Automation

Speed Isn’t the Same as Understanding A few years ago, the promise of AI interviews sounded almost magical. Imagine launching…