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The Operational Cost of AI-Driven Productivity
750 daily emails, 40+ parallel Slack notifications, Telegram and WhatsApp pings, and dozens of AI replies are the dark side of squeezing the most out of…
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Operational Lessons from Applying LLMs in Mid-Market Companies
Lessons from optimizing operations across several mid-market companies ($40M – $300M) with LLM help at DevriX: 1. Operational efficiency IS possible when workflows are proven to…
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OpenClaw in the Enterprise: Rapid Adoption, Real Risks, and an Emerging Standard
Clawd Bot/Moltbot/OpenClaw from a mid-market enterprise perspective: The new AI bot that took over the tech web sold tens of thousands of Mac minis for local…
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From Financial Engineering to Operational Value Creation in Private Equity
During the ZIRP era, many private equity partners in our network focused entirely on Financial Engineering: ⤵️ 1. ZIRP enabled PEs to finance acquisitions with 60–80%…
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How Usage-Based Certification Elevates Real Professional Expertise
Great move by Lovable – just connected my account for a leveled certification program based on use. Just like Cursor had its “Year in Code” ranking,…
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Time in Market: From Competitive Advantage to Organizational Drag
“Time in market” could be the biggest MOAT today or the biggest drag in mid-market and enterprise organizations. When product development and content marketing are no…
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Remote Work 2.0: How Humans Will Supervise 24/7 AI Without a 9-to-5
I was a firm advocate of telecommuting between 2008 and 2012, switched to full in-house in 2016-2017, and definitely condemned working multiple jobs during the WFH…
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Why Cashflow Isn’t Everything: When Revenue Growth Can Be a Red Flag in Private Equity
Why cashflow isn’t everything in life (and when revenue growth may even be a red flag in private equity) Growth Shuttle InsiderGrowth Shuttle Insider Growth reads…





