100:00:00,000 –> 00:00:05,120Most organizations still treat VAT like a monthly paperwork ritual, but you’re not running paper anymore. 200:00:05,120 –> 00:00:09,360You’re running API as marketplaces, automated billing and instant settlement,

100:00:00,000 –> 00:00:02,880Most organizations treat ESG reporting like a narrative. 200:00:02,880 –> 00:00:04,800Auditors treat it like evidence. 300:00:04,800 –> 00:00:06,680An evidence has rules, origin, integrity, 400:00:06,680 –> 00:00:08,800repeatability, and access

100:00:00,000 –> 00:00:02,620Most organizations treat corporate social responsibility 200:00:02,620 –> 00:00:05,840like a marketing layer, a glossy PDF, a donation, 300:00:05,840 –> 00:00:08,520a press release, and a net zero badge for

Most organizations think their AI strategy is about adoption: licenses, prompts, champions. They’re wrong. The real failure is simpler and more dangerous—outsourcing judgment to a probabilistic system and calling it

100:00:00,000 –> 00:00:01,920Why is everyone suddenly talking about MCP 200:00:01,920 –> 00:00:03,620and why should Microsoft people care? 300:00:03,620 –> 00:00:07,280Because the AI integration story you’ve been selling internally 400:00:07,280 –>