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Artificial Intelligence has taken the world by storm, and there seems to be no way of stopping it. Every industry in the world has adopted AI, and M&A is no different. The integration of AI is revolutionizing how deals are sourced, evaluated, and executed. In short, AI is becoming an indispensable tool for M&A professionals.
In this episode of the M&A Science Podcast, we discuss how to make AI practical in M&A featuring two AI specialists: Michael Bachman, Head of Research, Architecture, and AI Strategy at Boomi, Chris Cappetta, Principal Solutions Architect at Boomi.
Things you will learn:
• Retrieval augmented generation
• Large language models
• Discriminative vs Generative AI
• Fine-tuning
• Agents
This episode is sponsored by FirmRoom.
FirmRoom provides 80% cost savings over VDRs that bill by page and delivers a far better user experience to boot. Sign up in under 2 minutes by going to https://firmroom.com
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Episode Timestamps
00:00 Intro 03:07 Making AI practical 04:36 Retrieval augmented generation 10:07 Large language models 13:15 Discriminative vs. Generative AI 16:37 Fine tuning 22:14 Agents 28:46 Real-life use cases of AI
Steve Lucas, CEO of Boomi
The technology industry is currently experiencing significant growth, particularly with the emergence of artificial intelligence. This trend has not only attracted significant investments but has also intensified the competition among tech companies striving to lead the market. This has made the tech space a prime area for M&A. Boomi is one of those companies who have recently made a significant move via acquisitions.
In this episode of the M&A Science Podcast, we will discuss how to source deals in the tech space with Steve Lucas, CEO of Boomi.
Things you will learn:
• Approach on strategy
• Acquiring capabilities
• Deal sourcing in M&A
• Building relationships
• Negotiations during M&A
This episode is sponsored by DealRoom. Ready to take your M&A to the next level with software made to manage each stage of the deal process? See how DealRoom can facilitate your next deal at https://dealroom.net
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Episode Timestamps
00:00 Intro 10:16 Boomi's approach on strategy 16:32 Acquiring capabilities 18:55 Deal sourcing in M&A 22:12 Building relationships 25:45 Convincing someone to sell their business 30:51 Example of pitch 32:31 Negotiations during M&A 36:08 Tips on negotiating 38:45 M&A at Boomi 41:43 Making integration successful 47:26 AI in M&A 52:44 Boomi's future 45:26 Craziest thing in M&A
Michael Frankel, Founder and Managing Partner of Trajectory Capital.
Here at M&A Science, our goal is to bring you the best and most effective techniques to improve your M&A practice.
In light of our 300th podcast episode, we have compiled the top 10 things that make M&A successful, together with Michael Frankel, Founder and Managing Partner of Trajectory Capital.
Things you will learn:
Alignment in the shared vision of the end-state
Cultural alignment
Reverse Diligence
Continuous learning and improvement
Empathetic leadership
This episode is sponsored by FirmRoom. FirmRoom provides 80% cost savings over VDRs that bill by page and delivers a far better user experience to boot. Sign up in under 2 minutes by going to https://firmroom.com
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Episode Bookmarks
00:00 Intro 05:58 Alignment in the shared vision of the end-state 10:51 Cultural alignment 15:03 Joint Go-to-market planning pre-LOI 20:24 Parallel diligence and integration planning 24:33 Reverse Diligence 27:13 Communication strategy with stakeholders 32:37 Continuous learning and improvement 35:16 Anticipate functional challenges 39:52 Empathetic leadership 44:47 Proper preparation 47:56 Craziest thing in M&A
Jeremy Segal, Executive Vice President Corporate Development at Progress (NASDAQ: PRGS)
When it comes to M&A, time is of the essence. As a buyer, it's best to identify whether to pursue the deal or not as soon as possible, to avoid wasting money and time. Also, if the seller is a good target company, procrastinating could lead to more competition.
In this episode of the M&A Science Podcast, Jeremy Segal, Executive Vice President Corporate Development at Progress, shares their strategy on how to close deals in 30 days.
Things you will learn:
• Initial conversations with the target company
• Price negotiations
• Preliminary due diligence list
• Deal specific adjustments
• Confirmatory due diligence
This episode is sponsored by the DealRoom.
Ready to take your M&A to the next level with software made to manage each stage of the deal process? See how DealRoom can facilitate your next deal at https://dealroom.net
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Episode Bookmarks
00:00 Intro 04:16 Initial conversations with the target company 08:56 Price negotiations 12:33 Preliminary due diligence list 17:05 When to ask questions 18:34 People Involved 19:10 Sales and Go-to-Market 21:02 Revenue Synergies 23:43 Customer Journey 24:26 Surprises 27:40 Customer Success 28:46 Financials 32:11 Red flags in people 32:47 Information Technology 34:28 Legal 36:48 Marketing 39:19 Breakdown of COGS 41:30 Benefits Template 42:56 Operating Expenses 43:58 General 44:58 Deal specific adjustments 45:56 Processing the preliminary diligence information 47:11 Confirmatory due diligence 50:40 Craziest thing in M&A
Steven Freidkin, CEO and Founder of Ntiva, Inc. and Christopher Vollmond-Carstens, Chief M&A Officer at Ntiva, Inc.
In a highly fragmented industry, roll-ups are a great growth strategy. But integrating multiple entities can be difficult, especially if you don't have a proven framework. Ntiva has been successful in its M&A strategy and has completed 15 acquisitions as of today.
In this episode of the M&A Science Podcast, Steven Freidkin, CEO and Founder of Ntiva, Inc. and Christopher Vollmond-Carstens, Chief M&A Officer at Ntiva, Inc., share their strategy on how to execute the roll-up strategy in the tech industry.
Things you will learn:
• Creating value using a roll-up strategy
• Evaluating a target company
• Importance of recurring revenue
• Red flags pre-LOI
• Biggest advice for first-timers
This episode is sponsored by the DealRoom. Ready to take your M&A to the next level with software made to manage each stage of the deal process? See how DealRoom can facilitate your next deal at https://dealroom.net
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Episode Bookmarks
00:00 Intro
08:04 Creating value using roll-up strategy
12:38 Pitching to private equity
18:32 Evaluating a target company
22:30 Importance of recurring revenue
23:35 Customer Concentration
26:42 Challenges of doing roll-ups
30:36 Mismanaging M&A
37:52 Deal Sourcing
43:46 Red flags pre-LOI
46:53 Deal structure on roll-ups
51:52 Biggest advice for first-timers
52:46 Craziest thing in M&A
Kyle Price, Chief of Staff & Corporate Development at Roblox
Creating a dedicated M&A function can be daunting for non-acquisitive companies. It's a big commitment that could take away valuable time and resources from top level management. However, when done right, corporate development muscle can be built slowly, and organically.
In this episode of the M&A Science Podcast, Kyle Price, Chief of Staff & Corporate Development at Roblox, shares his experience on how to start an M&A function slowly and successfully from scratch.
Things you will learn in this episode:
• When to build an M&A function
• Importance of the people side in M&A
• Working with business leaders
• Evolution of corporate development
• Handling biases in the M&A process
This episode is sponsored by FirmRoom. FirmRoom provides 80% cost savings over VDRs that bill by page and delivers a far better user experience to boot. Sign up in under 2 minutes by going to https://firmroom.com
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Episode Bookmarks
00:00 Intro
04:10 When to build an M&A function
07:40 Challenges of a high-growth company doing M&A
08:45 Lessons learned along the way
10:39 Importance of the people side in M&A
12:57 Integration planning
14:39 Working with business leaders
16:42 Deal sourcing
17:24 Overcoming anti-M&A culture
22:04 Team alignment from functional leads
24:02 M&A surprises
25:59 Setting up new leaders for success
28:07 Evolution of corporate development
33:15 Measuring corporate development activity
34:20 Incentivizing the team
35:03 Handling biases in the M&A process
43:33 Craziest thing in M&A
Ivan Golubic, CFO | Corporate Development M&A at FastLap Group
Roll ups are a great strategy for highly fragmented industries. It allows the platform company to increase its size, capabilities, and market presence through the acquisition and integration of other businesses. However, it can be challenging without a proper framework.
In this episode of the M&A Science Podcast, Ivan Golubic, CFO, Corporate Development M&A at FastLap Group, shares his experience on how to start executing roll up strategy in M&A from scratch.
Things you will learn:
• Setting up the roll up strategy
• Valuation on roll up strategy
• Building the operating strategy
• Dealing with capital providers
• Biggest lessons learned doing roll up strategy
This episode is sponsored by the DealRoom. Ready to take your M&A to the next level with software made to manage each stage of the deal process? See how DealRoom can facilitate your next deal at https://dealroom.net
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Episode Bookmarks
00:00 Intro
03:01 Transitioning from Corporate Development to CFO
07:39 Setting up the roll up strategy
12:26 Importance of industry expertise
14:10 Proactive approach to expanding industry expertise
16:11 Valuation on roll up strategy
22:10 Building the operating strategy
24:54 Dealing with capital providers
28:37 Building your pipeline
30:45 Pitching to the PE firm
35:48 Explaining your M&A process to investors
38:46 Building your M&A team
40:42 Monitoring Cost
42:05Success metrics
49:25 Utilizing Technology
50:45 Importance of a unified platform
52:58 Biggest lessons learned doing roll up strategy
56:39 Future trends in the roll up space
57:33 Craziest thing in M&A
Jim Buckley, Vice President, Mergers and Acquisitions Integration at VMware
Integration planning is one of the most important aspects of M&A pre-close. Planning after the fact will cause massive delays and value leaks for the entire deal. It is why the integration team must be involved during the due diligence phase.
In this episode of the M&A Science Podcast, we will talk about how to create an executable integration plan during the diligence, featuring Jim Buckley, Vice President, Mergers and Acquisitions Integration at VMware.
Things you will learn in this episode:
• How to work as an integration leader
• Building an integration plan
• Pre-LOI integration planning
• Connecting diligence with integration planning
• Defining 'done' in M&A integration
This episode is sponsored by FirmRoom.
FirmRoom provides 80% cost savings over VDRs that bill by page and delivers a far better user experience to boot. Sign up in under 2 minutes by going to https://firmroom.com
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Episode Bookmarks
00:00 Intro 04:41 Navigating corporate transitions 08:31 Aligning the integration leader with the north star 10:02 How to work as an integration leader 11:25 The role of an integration lead 13:31 Building an integration plan 16:25 Focus on revenue and integration 18:51 Pre-LOI integration planning 25:08 M&A due diligence 27:37 Employee integration and customer satisfaction 29:56 Connecting diligence with integration planning 36:20 Approach to team collaboration 39:06 The details of integration plan 41:11 Complexities of M&A integration planning 44:57 Aligning with the target company 46:46 Defining 'done' in M&A integration 49:12 Integration teams leading due diligence 51:38 Leveraging diligence data for effective planning 53:13 Advice for M&A practitioners 55:45 Craziest thing in M&A
Keith Levy, Operating Partner at Sonoma Brands
Every company must have a strong capital allocation strategy to maximize its potential. Without it, the company may end up missing opportunities and spending money on things that won't help it grow or become more profitable.
In this episode of the M&A Science Podcast, Keith Levy, Operating Partner at Sonoma Brands, shares his experience on successful and unsuccessful capital allocation strategies.
Things you will learn in this episode:
• Strategy vs IRR
• Venture capital vs recapitalization strategy
• Minority vs majority recapitalization
• Evaluating exit strategy
This episode is sponsored by the DealRoom Ready to take your M&A to the next level with software made to manage each stage of the deal process? See how DealRoom can facilitate your next deal at https://dealroom.net
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Episode Bookmarks
00:00 Intro
11:27 Focusing on organic growth
16:37 Post-merger integration execution
25:01 Strategy vs IRR
26:59 Handling projections
28:07 Integration with Mars
36:20 Role of an operating partner
42:07 Big company vs Small company in M&A
43:39 Venture capital vs recapitalization strategy
48:44 Cashing out from an owner's perspective
50:42 Minority vs majority recapitalization
54:03 Impact of valuations and interest rates on investment decisions
59:07 Timing on investments
1:01:25 Evaluating exit strategy
1:03:46 Advice for practitioners
1:05:41 Craziest thing in M&A
Gerry Williams, Partner at DLA Piper US LLP and a member of their management committee.
Private equity firms are established for the sole purpose of generating substantial financial returns for its investors. And one of the most effective ways of maximizing investment returns is the roll up strategy. This involves buying small-sized businesses in a highly fragmented industry and combining them into a larger platform. The goal is to improve efficiency and be sold later for a higher price.
In this episode of the M&A Science podcast, we will discuss roll up strategy in private equity with Gerry Williams, Partner at DLA Piper US LLP.
Things you will learn this episode:
• Industries susceptible to roll up strategy
• Challenges of executing roll up strategy
• Negotiating the LOI in roll up strategy
• Typical deal structure in roll up strategy
• Employing Earnouts in roll up strategy
This episode is sponsored by FirmRoom
FirmRoom provides 80% cost savings over VDRs that bill by page and delivers a far better user experience to boot. Sign up in under 2 minutes by going to firmroom.com
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Episode Bookmarks
00:00 Intro
04:06 Industries susceptible to roll up strategy
06:22 The trend of roll up strategy in private equity
10:42 Complexities of Roll up strategy
15:52 Challenges of executing roll up strategy
20:32 How to mitigate risks
24:19 Managing multiple roll up businesses
26:49 Negotiating the LOI in roll up strategy
33:00 Breakup fees on private deals
35:57 Typical deal structure in roll up strategy
43:24 Employing Earnouts in roll up strategy
48:07 Unique negotiations during LOI
49:31 Do's and Don'ts of executing roll up strategy
52:57 Craziest thing in M&A
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