Mike Lloyd

Founder & CEO @aacigroup, building the AI-native future of P&C insurance
Former Co-Founder @CorvusInsurance (Acquired by Travelers)

[Mike Lloyd @mikelloyd_]

What do all of my favorite colleagues have in common? The "I"s of an Owner. https://t.co/lMl1T1T3Rk

[Mike Lloyd @mikelloyd_]

The Hostile AI Takeover Is Coming (Part 1)

The future will feature a different kind of hostile takeover.

Through my work at AACI Group, I’ve seen firsthand how powerful agentic AI is becoming in the insurance industry. We’re not talking about incremental improvements. We’re talking about 2-3x margin improvements and user experiences that make traditional operations obsolete.

This has led me to a realization: 𝐂𝐨𝐦𝐩𝐚𝐧𝐢𝐞𝐬 𝐭𝐡𝐚𝐭 𝐦𝐚𝐬𝐭𝐞𝐫 𝐚𝐠𝐞𝐧𝐭𝐢𝐜 𝐀𝐈 𝐰𝐨𝐧’𝐭 𝐣𝐮𝐬𝐭 𝐜𝐨𝐦𝐩𝐞𝐭𝐞 𝐛𝐞𝐭𝐭𝐞𝐫. 𝐓𝐡𝐞 𝐬𝐡𝐫𝐞𝐰𝐝 𝐨𝐧𝐞𝐬 𝐰𝐢𝐥𝐥 𝐬𝐲𝐬𝐭𝐞𝐦𝐚𝐭𝐢𝐜𝐚𝐥𝐥𝐲 𝐝𝐢𝐬𝐦𝐚𝐧𝐭𝐥𝐞 𝐜𝐨𝐦𝐩𝐞𝐭𝐢𝐭𝐨𝐫𝐬 𝐚𝐧𝐝 𝐚𝐜𝐪𝐮𝐢𝐫𝐞 𝐭𝐡𝐞𝐦 𝐟𝐨𝐫 𝐩𝐞𝐧𝐧𝐢𝐞𝐬 𝐨𝐧 𝐭𝐡𝐞 𝐝𝐨𝐥𝐥𝐚𝐫.

Here’s the playbook I’m calling the “Hostile AI Takeover”:

𝐒𝐭𝐞𝐩 1: 𝐁𝐮𝐢𝐥𝐝 𝐬𝐭𝐫𝐮𝐜𝐭𝐮𝐫𝐚𝐥 𝐬𝐮𝐩𝐞𝐫𝐢𝐨𝐫𝐢𝐭𝐲 Deploy AI to achieve ~50+% margins while competitors struggle at ~25%. This isn’t financial engineering. It’s genuine efficiency.

𝐒𝐭𝐞𝐩 2: 𝐂𝐫𝐞𝐚𝐭𝐞 𝐚𝐧 𝐮𝐧𝐭𝐨𝐮𝐜𝐡𝐚𝐛𝐥𝐞 𝐮𝐬𝐞𝐫 𝐞𝐱𝐩𝐞𝐫𝐢𝐞𝐧𝐜𝐞 Your AI delivers outcomes competitors can’t match. Customers who experience your product or service can’t go back. Beyond operational efficiency, agentic AI becomes an accelerant in your customer acquisition engine.

𝐒𝐭𝐞𝐩 3: 𝐔𝐬𝐞 𝐦𝐚𝐫𝐠𝐢𝐧 𝐚𝐝𝐯𝐚𝐧𝐭𝐚𝐠𝐞 𝐭𝐨 𝐡𝐢𝐫𝐞 𝐭𝐡𝐞𝐢𝐫 𝐛𝐞𝐬𝐭 𝐭𝐚𝐥𝐞𝐧𝐭 Every competitor has a small group of people who drive their growth. Identify them and pay them more to join your superior platform. Each departure weakens the competitor. When the best performers exit, it’s difficult to attract A-players as replacements. Top talent wants to work on winning teams with the best products, not legacy systems.

𝐒𝐭𝐞𝐩 4: 𝐖𝐚𝐭𝐜𝐡 𝐭𝐡𝐞 𝐝𝐞𝐚𝐭𝐡 𝐬𝐩𝐢𝐫𝐚𝐥 Critical caveat: this only works against highly leveraged competitors. Talent loss and inferior offerings drive revenue/earnings down until debt covenants will inevitably be breached.

𝐒𝐭𝐞𝐩 5: 𝐌𝐚𝐤𝐞 𝐲𝐨𝐮𝐫 𝐨𝐟𝐟𝐞𝐫 When equity holders realize lenders will eventually takeover, offer them a graceful exit. Acquire at a distressed valuation while they can still salvage something and preserve their reputation.

You’re deliberately exploiting AI superiority to engineer the acquisition opportunity.

The perfect targets? PE-backed companies as most (if not all) are highly leveraged. Their financial models were underwritten to hit target IRRs over 3-7 years, not to fund massive AI transformations. The capital and time required simply weren’t factored in. And their current leadership? They’re often not AI transformation-minded but have historically performed so they are hard to fire. They’re structurally vulnerable.

Remember how companies go bankrupt: gradually, then suddenly.

𝘞𝘩𝘢𝘵 𝘢𝘳𝘦 𝘺𝘰𝘶𝘳 𝘵𝘩𝘰𝘶𝘨𝘩𝘵𝘴? 𝘓𝘦𝘨𝘪𝘵𝘪𝘮𝘢𝘵𝘦 𝘵𝘩𝘳𝘦𝘢𝘵 𝘰𝘳 𝘫𝘶𝘴𝘵 𝘢𝘯 𝘪𝘯𝘵𝘦𝘳𝘦𝘴𝘵𝘪𝘯𝘨 𝘵𝘩𝘦𝘰𝘳𝘺?

https://t.co/I57EdEM3Hm