Insights & Thought Leadership

Klarna's AI assistant now handles 2/3 of all customer service chats, saving $60M and resolving issues in 2 min instead of 11. But the real lesson? They had to bring back human agents for complex cases. AI + Human = the winning formula. #AIExecution #CustomerService

95% of AI pilots fail to deliver ROI (MIT, 2025). The problem isn't the technology. It's the execution. • No workflow redesign • No change management • No clear success metrics That's exactly why we built VAILIS — AI Execution, not just AI implementation. #AIStrategy #DigitalTransformation

Duolingo went AI-first and the results speak for themselves: → 51% user growth → $1B revenue forecast → 4–5x content production per employee → 148 new courses in 1 year (vs 12 years for the first 100) Key insight: they didn't replace people. They amplified them. #AIFirst #ProductivityGains

Unilever runs 500+ AI projects globally. Result: $400M+ in savings, 98% product availability, 30% sales boost from smart freezers. The difference? They didn't deploy isolated tools. They transformed the entire value chain. End-to-end AI integration > point solutions. #SupplyChain #AITransformation