To attract the talent needed for AI-driven change, incumbents must alter their culture to celebrate engineers as the primary value creators, much like investment firms celebrate investors. Without this cultural shift, attracting and retaining top AI talent is nearly impossible.
The long-term, fundamental reorganization required by AI is misaligned with the typical 3-5 year exit timeline of private equity funds. A permanent holding company provides the durable capital and operational commitment necessary for true transformation, fostering a culture of building market leaders, not just deploying capital.
Off-the-shelf software reinforces existing, human-centric workflows, while consultants have misaligned incentives (wallet share vs. true change). Deep AI transformation requires ownership to re-engineer the organization's core processes, people, and incentives from the ground up, something external vendors cannot do.
Contrary to viewing regulation as a barrier, its presence in sectors like banking is an asset for AI. Regulation enforces well-defined operating rules and excellent data hygiene, creating a structured, predictable environment where AI agents can be trained and deployed effectively.
The success of AI implementation depends on what Sequence Holdings calls "organizational physics." Companies with dense, centralized functions (e.g., a bank's underwriting) allow AI tools to be amortized across the entire business, generating higher ROI than in decentralized, fragmented organizations.
The insurance brokerage industry is hard to disrupt not because of technology, but because of its economic structure. Carriers, not customers, pay brokers and incentivize asset gathering for their own investment returns, creating a powerful, relationship-based moat that technology alone cannot overcome.
Implementing AI in an existing company is less of a technical challenge and more of a "human engineering" problem. The primary difficulty lies in managing employee anxiety, redefining roles, and fostering a culture where people feel elevated by technology, not replaced by it.
After AI reduced its consumer loan underwriting time by 94%, BankSouth could suddenly handle a 2x surge in loan volume. This shows AI's impact isn't just cost savings but unlocking capacity to serve demand that would have been turned away due to human bandwidth limitations.
After a career spanning public markets, private equity, and operating, the ultimate investment lesson is simple: bet on exceptional people in big markets. Great founders will always figure out execution and pivots, making the person a more valuable signal than the initial idea or short-term traction.