M&A Science

Chrissy Cox, VP & Head of Corporate Development, Booz Allen Hamilton
​​Booz Allen Hamilton didn't build one of the most active acquisition programs in federal tech by waiting for banker inbounds. They built it by showing up years before anyone else.
Chrissy Cox has built Booz Allen's corporate development function from scratch and done it twice. Her team was named Deal Team of the Year by the Association for Corporate Growth, and under her leadership, roughly 80% of their acquisitions come from companies they already have a relationship with. That's not luck, it's a system.
In this episode, she breaks down exactly how that system works — from pipeline development to cultural diligence to integration ownership — and what most corp dev teams get wrong before they ever get to LOI.
What You'll Learn in This Episode
How to build a proprietary pipeline that makes you the preferred buyer before a process starts
The specific cultural fit questions Chrissy asks — and the one answer that ended a deal on the spot
Why she tells founder-led sellers to hire their own banker, even on proprietary deals
How to navigate a carve-out when scope is impossible to fully define upfront
When spinning out a business beats building it internally
The three mistakes that derail most corp dev functions before they find their footing
This episode is sponsored by M&A Science Intelligence Hub
If you're trying  to move from cold outreach to genuine relationship-building with targets, the Intelligence Hub has the Partner-First Acquisition Evaluation Playbook — a practitioner-built framework for structuring pre-acquisition partnerships, evaluating targets through the lens of existing relationships, and moving from partner to acquirer with conviction. Become an M&A Scientist at www.mascience.com/membership 
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‍This episode is also sponsored by DealRoom‍
The best M&A teams close deals faster...not because they work harder, but because they have better systems. DealRoom helps you manage your entire deal lifecycle from target identification through close. No more hunting for documents or wondering what's blocking progress.
Request a Demo today: https://hubs.ly/Q03ZMvQX0
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Episode Chapters 
[00:00:00] Intro
[00:04:20] Chrissy Cox's path into M&A
[00:05:04] Building Booz Allen's corp dev function
[00:10:32] How Booz Allen builds a proprietary deal pipeline
[00:15:08] The partner-first approach to acquisitions
[00:20:31] When founders should consider selling
[00:23:49] Why culture can kill a great deal
[00:29:40] Carve-out lessons from the PAR Government deal
[00:33:24] Why founders should hire bankers
[00:43:43] Integration: protect the secret sauce
[00:48:01] The biggest mistakes in corporate development
[00:49:33] The craziest thing about M&A

Nathan Rust, Senior VP of Corporate Development, Salas O'Brien
Salas O'Brien has completed 30+ mergers with a 100% success rate and 93% cumulative leadership retention. 
That doesn't happen by accident.
Nathan Rust, Senior VP of Corp Dev, explains the system behind those numbers. He shares how they screen bad fits on the first call, why their CEO meets every employee from acquired firms, and how a founder-driven sourcing flywheel attracts inbound deals.
In this episode: You'll learn how they screen 200+ opportunities a year down to the ones worth closing, why their initial diligence list is 10 questions, how reverse due diligence works as a real screening tool, and what CEO-led integration meetings mean for retention.
The core argument: Cultural fit isn't a soft metric. Believe it or not, it's the primary filter for deals. EBITDA tells you what you're buying, but people tell you whether it survives. 
If you run corp dev at a people-intensive business and wonder why your post-close retention doesn't match your pre-close promises, this episode is for you.
What You'll Learn in This Episode
Why retention is one of the most overlooked risks in M&A
How cultural compatibility is assessed during early conversations
Why many buyers damage their reputation by retrading deals
How equity rollovers align incentives between buyers and sellers
Why simplicity in diligence often produces better results
How direct outreach and referrals drive proprietary deal flow
The role of reverse diligence in evaluating buyer credibility
This episode is sponsored by M&A Science
If you're struggling to retain founder-led leadership teams post-close, the Hub has frameworks for cultural integration and leadership retention to help you actually deliver on what you promised at signing. Get access at www.mascience.com/membership
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This episode is also sponsored by DealRoom
The best M&A teams close deals faster...not because they work harder, but because they have better systems. DealRoom helps you manage your entire deal lifecycle from target identification through close. No more hunting for documents or wondering what's blocking progress.
Request a Demo today: https://hubs.ly/Q03ZMvQX0 
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Episode Chapters 
[00:04:40] Nathan's Background & How It Shaped His M&A Philosophy
[00:09:25] Why People Are the Primary Deal Filter
[00:11:23] The Three Screening Criteria on Every First Call
[00:16:51] Earnouts, Equity Rollover, and Employee Ownership
[00:21:21] Deal Sourcing: Employee Referrals, Buy-Side Reps, Direct Outreach
[00:33:37] How Introductory Calls Actually Run (And Why They're 90% Personal)
[00:42:10] The 10-Question Diligence List & Reverse Due Diligence  
[00:47:50] Valuation Philosophy — Fair Offers, No Retrading
[00:51:10] ESOP Deal Complexity & The Charlotte Deal Story
[00:55:00] Integration: Why the CEO Meets Every Employee
[00:57:44] The Craziest Thing in M&A

Mauro Sambati, Partner – Gianni & Origoni

Donato Romano, Partner – Gianni & Origoni
Italy remains one of Europe's most attractive markets for foreign investment. But cross-border deals in Italy are shaped by regulatory scrutiny, strict labor laws, and unique cultural dynamics that many investors underestimate. 
In this episode, Mauro Sambati and Donato Romano, Partners at Gianni & Origoni, explain what it truly takes to structure and close successful transactions in Italy.
What You'll Learn in This Episode
Why Golden Power must be structured as a condition precedent before closing
How strict Italian labor laws impact asset deals and post-closing restructuring
The differences in negotiation styles between US, UK, Japanese, and Korean buyers
How minority governance protections are typically structured in Italy
The evolution from closing accounts to lockbox pricing mechanisms


This episode offers a practical perspective for M&A leaders navigating complex decisions where clarity and conviction matter as much as valuation.
Listen to the full episode to learn how strategic focus can define billion-dollar outcomes.
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If you're structuring a cross-border deal in Europe, the Hub has practitioner-built playbooks and AI-assisted deal guidance to help you navigate regulatory clearance sequencing, minority governance, and founder transition dynamics. Become an M&A Scientist at www.mascience.com/membership
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This episode is also sponsored by DealRoom
DealRoom's State of M&A Report gives you data to back up your M&A priorities.
The State of M&A Report reveals the gap between what teams think matters and where the real bottlenecks are.
Download it now to get expert insights: https://hubs.ly/Q03ZxRvD0
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Episode Chapters 
[00:02:59] Guest Backgrounds & Italian Legal Market – Introduction to the partners at GOP and how Italy's full-service law firms support cross-border buyers. 
[00:08:47] Lessons from Early Cross-Border Deals – Why negotiation strategy, communication, and cultural awareness matter more than technical drafting.  
[00:11:03] Golden Power Regulations Explained – How Italy's FDI regime works, what sectors trigger review, and how geopolitical shifts expanded scrutiny.  
[00:17:40] Managing Regulatory Risk & Deal Timing – Practical steps for foreign buyers to navigate filings, conditions precedent, and approval timelines.  
[00:21:54] Cultural Differences in Buyer Behavior – How Japanese, Korean, UK, and US acquirers differ in speed, hierarchy, and decision-making.  
[00:29:46] Common Pitfalls for US Buyers in Italy – Employment law constraints, founder influence, and the risks of moving too fast post-acquisition. 
[00:35:40] Deal Sourcing in Italy – The shift from investment bank–led processes to lawyer-driven origination and evolving private equity activity.  
[00:42:20] Lockbox vs. Closing Accounts – How Italian deal structures have evolved, why private equity favors lockbox, and the mechanics behind each method. 
[00:48:50] Earnouts & Governance Tensions – Structuring short-term earnouts, aligning incentives, and balancing control with seller protections. 
[00:57:35] Labor Law & Retention Realities – Why layoffs are complex in Italy, union consultation requirements, and the cultural importance of employee continuity.  
[01:03:08] The Craziest Thing in M&A – An Italian founder let employees vote on the preferred buyer, choosing cultural fit over a higher private equity offer.

President & CEO of The ChemQuest Group. Previously, as VP of Corporate Strategy at Milliken & Company

When it comes to billion-dollar deals, success depends less on how much analysis is done and more on how clearly the organization aligns around what truly matters.
In this episode of the M&A Science Podcast, Robert Lovegrove, President & CEO of The ChemQuest Group. Previously, as VP of Corporate Strategy at Milliken & Company, shares how one of the company's largest acquisitions was shaped by focus, discipline, and internal alignment. Rather than overwhelming the process with more diligence, leadership centered the decision around four core questions that clarified risk, built conviction, and guided a confident go / no-go decision.
Robert also explains how adjacency-based M&A reduced execution risk, why trust mattered more than price in winning the deal, and how treating culture as a deal consideration—rather than an integration afterthought—helped unlock long-term growth.
What You'll Learn in This Episode
How to create executive alignment in high-stakes M&A decisions
The four questions that anchor go / no-go decisions at scale
Why adjacency-driven M&A improves confidence and execution
How trust can outweigh price in competitive deal processes
Why culture should be treated as a deal risk, not an HR issue


This episode offers a practical perspective for M&A leaders navigating complex decisions where clarity and conviction matter as much as valuation.
Listen to the full episode to learn how strategic focus can define billion-dollar outcomes.
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This episode is brought to you by the M&A Science Intelligence Hub.
You know that feeling when you're deep in a deal and something doesn't sit right, but you've already invested weeks into it? The Intelligence Hub helps you think like someone who's walked away from bad deals before — because they have. Pattern recognition from 400+ practitioner interviews, with citations back to the exact conversation. Join the professional membership at mascience.com/membership.
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This episode is also sponsored by DealRoom
Stop juggling six different tools to run one deal. DealRoom brings pipeline management, diligence tracking, document sharing, and team collaboration into one platform. Purpose-built for M&A teams who need to move fast without losing control. 
Request your demo today:https://hubs.ly/Q03ZMvQX0
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Episode Chapters 
[00:04:24] From Engineer to Strategy Chief – Robert Lovegrove's path from mechanical engineer to VP of Corporate Strategy at a 160-year-old family-owned industrial. 
[00:05:23] Designing for Dividends – Reorienting corporate strategy around stable dividend growth instead of pure enterprise value expansion. 
[00:09:24] Portfolio Surgery – Using market attractiveness vs. competitive position to rebalance cyclicality and reshape capital allocation. 
[00:10:26] The Adjacency Map Framework – Defining "right-to-win" expansion zones across technology, geography, business model, and customer verticals.  
[00:13:38] Tollgates Before IOI – Aligning board approval and capital allocation early to enter deals with conviction and certainty. 
[00:15:56] Day Two Strategy Integration – Building 7-year strategic plans with acquired teams to create solution co-ownership post-close. 
[00:21:07] Soft vs. Hard Synergies – Prioritizing growth conviction and scalable models over traditional cost-cutting synergies. 
[00:30:27] Winning with Emotional Alignment – Provoking sellers with vision-led conversations that secure management support—even without the highest bid.  
[00:38:09] Four Questions Behind a Billion-Dollar Deal – Testing technology defensibility, customer concentration risk, growth durability, and talent retention.
[00:45:37] Capital Allocation Battles – How M&A competes with organic investments across 20 SBUs and dozens of profit centers. 
[00:51:16] Customer Awareness as Risk Control – Using third-party market interviews to prevent post-close revenue surprises. 
[00:58:50] The Craziest Thing in M&A – An 11th-hour closing crisis triggered by a messy divorce and disputed property title nearly derailing the deal

Birgitta Elfversson, Non-executive director at Netlight Consulting AB
Lars Elfversson, VP/Co-Founder, Netlight Consulting AB
In fragmented industries, roll-ups are one of the most powerful strategies available. But high-volume acquisition programs come with hidden risks. Without discipline, complexity can quickly overwhelm value creation.
In this episode, Birgitta Elfversson, Non-executive director at Netlight Consulting AB, and Lars Elfversson, VP/Co-Founder, Netlight Consulting AB, share hard-won lessons from building and governing multiple roll-up platforms. Drawing on their experience as operators, board members, and investors, they outline the structural guardrails required to execute consolidation strategies successfully.
The conversation goes beyond sourcing and valuation to issues that determine long-term success.
What you'll learn:
Why small pipelines create dangerous decision pressure
How subtle drift reshapes portfolios over time
The importance of defining and defending an acquisition framework
Why most roll-ups fail because of people, not numbers
How inconsistent integration across acquisitions compounds complexity
Why clarity (whether full, partial, or no integration) must be defined early and communicated clearly
They also discuss governance discipline, board oversight, founder psychology, and the realities of market timing and exit decisions.
If you're building or advising a roll-up platform, this episode is a practical guide to avoiding deal fever and installing the guardrails that protect strategy.
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This episode is sponsored by DealRoom
The best M&A teams close deals faster...not because they work harder, but because they have better systems. DealRoom helps you manage your entire deal lifecycle from target identification through close. No more hunting for documents or wondering what's blocking progress. Request a Demo today 
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Become an M&A Scientist: www.mascience.com/membership - $995/year for full access to the Intelligence Hub
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Episode Chapters 
[00:02:38] From Organic Builder to PE Rollups – Lars and Birgitta contrast building companies 100% organically vs. scaling through programmatic M&A.
[00:10:07] Validating the Rollup Thesis – How PE firms test market fundamentals, recruit operators, and pressure-test early industry hypotheses.
[00:13:02] Defining the Acquisition Framework – Setting guardrails on size, profitability, services, and integration logic before chasing deals.
[00:15:46] Avoiding Deal Fever with Massive Pipelines – Why long target lists prevent desperation, strategy drift, and "must-win" mistakes.
[00:21:07] Saving Your Silver Bullets – How board members influence management without overplaying authority or derailing alignment.
[00:23:43] Why Deals Go Off the Rails – How incentives, scarcity, and human bias quietly nudge teams away from original criteria.
[00:29:10] Picking the Right Companies to Buy – The three core filters: business model, size compatibility, and profitability profile.
[00:46:06] Integration Depth Drives Exit Value – Why partial integration destroys valuation and how buyers now scrutinize ERP, systems, and operational cohesion.
[01:01:56] Signing 27 Deals in One Day – A firsthand look at high-velocity rollups and the operational intensity behind scaling platforms.
[01:02:37] The Craziest Thing in M&A – Accounting "creativity," forward-recognized revenue, and a deal so distorted it forced a divestiture and loss.
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Questions, comments, concerns?Follow Kison Patel for behind-the-scenes insights on modern M&A.