An M&A lead's role isn't to be an expert in tax or IT, but to assemble specialists. Like a general contractor, they must know enough to spot issues ('wires sticking out of the wall') and deploy the right expert, synthesizing findings to assess valuation and integration hurdles.

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When working with an ambitious 'Transformer' champion who moves too quickly, the seller's job is to fill their gaps by adopting the 'Protector' persona. This means you must focus on the process, challenge assumptions about consensus, and proactively identify risks to ensure the deal doesn't implode due to your champion's enthusiasm.

To ensure Day 1 alignment and retain key talent, treat integration planning as a collaborative process. Share the developing integration plan with the target's leadership during due diligence. This allows them to validate assumptions, provide critical feedback, and feel like partners in building the future company, rather than having a plan imposed on them.

Combining strategy, M&A, and integration under a single leader provides a full lifecycle, enterprise-wide view. This structure breaks down silos and creates a "closed-loop system" where post-deal integration performance and lessons learned directly feed back into future strategy and deal theses, refining success metrics beyond financials.

Palo Alto Networks' M&A playbook defies convention. Instead of integrating an acquisition under existing managers, they often replace their own internal team with the acquired leaders. The logic is that the acquired team won in the market with fewer resources, making them better equipped to lead that strategy forward.

During a merger, prioritize people over process. Technical integration is secondary to building trust between teams. Use simple, cultural activities like joint happy hours and "show-and-tells" about the tech stack to humanize the engineering effort and foster empathetic collaboration early on.

Generalists' broad skillsets allow them to communicate effectively with sales, product, and rev-ops. This 'multi-lingual' ability is critical for gaining the buy-in necessary for complex strategies like ABM, giving them an edge over siloed specialists by getting them into more strategic conversations.

Effective multi-threading isn't just about engaging multiple customer stakeholders. It also means strategically deploying your own team members—like founders, product experts, or engineers—at key moments. This "team sport" approach builds buyer confidence and de-risks complex enterprise deals.

To avoid post-close surprises and knowledge loss, marry diligence and integration leads before an LOI is even signed. This ensures real-world operational experience informs diligence from the start. The goal is to have a drafted integration thesis by LOI and a near-complete plan by signing, not after closing.

The key technical skill for an AI PM is not deep knowledge of model architecture but a higher-level understanding of how to orchestrate AI components. Knowing what AI can do and how systems connect is more valuable than knowing the specifics of fine-tuning or RAG implementation.

A process where the deal team hands off a signed transaction to a separate integration team is flawed. State Street integrates business and integration experts into the deal team from the start. This ensures diligence is informed by integration realities, timelines are realistic, and synergy assumptions in the deal model are achievable.