People Alchemy: The Leadership Masterclass · 2026-05-21 · 24 min
This research explores a strategic shift in corporate operations, where organizations are increasingly insourcing functions like legal services, marketing, and software development. By leveraging artificial intelligence, small internal teams can now achieve the high-volume output previously only possible through external agencies or vendors. This transition allows companies to capture productivity gains directly and build proprietary institutional knowledge rather than allowing those benefits to diffuse across a vendor’s client base. The research outlines a structured framework for transition, emphasizing that success requires phased implementation, intentional AI literacy training, and a focus on long-term competitive differentiation. Ultimately, the research argues that AI-enabled insourcing enhances organizational agility and cost efficiency, transforming traditional "make-or-buy" logic into a driver of sustainable internal capability. See Privacy Policy at and California Privacy Notice at
A Conversation about the Control Tax and Designing for Judgment Over Oversight53 / 100A Conversation about Designing Human-AI Collaboration Playbooks55 / 100A Conversation about Designing Motivating Digital Workplaces48 / 100A Conversation about the Lifecycle of Learning: Internal and External Skill Acquisition78 / 100A Conversation about the Human - AI Teaming Landscape: Designing the Hybrid Workforce57 / 100