Every M&A Conference reflects the current priorities of corporate M&A teams. This year's M&A Conference Chicago revealed something even more significant. Across two days of discussions, regardless of the session topic, many of the same themes surfaced again and again.

The conversations were not theoretical. They were grounded in active transactions, current challenges, and practical experience from companies executing acquisitions today.

That exchange of experience is one of the defining strengths of the Transaction Advisors Institute. Every question asked, every lesson shared, and every perspective offered by members contributes to a broader body of knowledge that strengthens future research, M&A Forums, M&A Conferences, M&A Academy, and M&A Master Classes.

While every session addressed a different stage of the deal lifecycle, several themes consistently emerged.

Artificial intelligence became the defining thread running throughout the conference.

Although the program concluded with a dedicated session on Applying AI in M&A, AI surfaced repeatedly in discussions on corporate strategy, target engagement, due diligence, negotiations, human capital, integration planning, and value creation.

The discussion has clearly shifted.

The question is no longer whether AI will influence corporate M&A.

The question is where it creates the greatest advantage.

Companies described using AI to accelerate company research, summarize diligence findings, identify issues earlier, improve document review, and support faster decision making. Many also shared how AI is becoming embedded directly into existing workflows rather than operating as a separate technology initiative.

Perhaps most importantly, conversations increasingly focused on AI as a source of transaction value rather than simply transaction efficiency.

Several speakers challenged attendees to think beyond reducing diligence hours or drafting documents faster. The greater opportunity lies in using AI to improve integration execution, scale organizational knowledge, increase deal capacity, and create repeatable operational improvements across future acquisitions.

That represents a meaningful shift in how corporate M&A teams are thinking about AI.

While enthusiasm around AI was evident throughout the conference, so was a healthy level of discipline.

Experienced practitioners consistently emphasized that AI remains an accelerator, not a replacement for experienced decision makers.

Artificial intelligence can summarize information.

It can identify patterns.

It can surface potential issues. 

It cannot replace experience, judgment, or the ability to ask the right questions.

Several companies described carefully expanding AI into higher-risk activities while maintaining human oversight around negotiations, confidential information, regulatory considerations, and legal documentation.

The consensus was clear.

Technology should strengthen professional judgment, not replace it.

Another consistent theme throughout the conference was execution discipline.

Corporate M&A teams are placing increasing emphasis on improving how transactions move from strategy to execution.

Rather than viewing diligence, negotiations, integration, and value creation as independent activities, companies described increasingly connected processes that begin much earlier in the transaction lifecycle.

Integration leaders are joining diligence sooner.

Functional teams are aligning earlier.

Potential execution risks are being identified before definitive agreements are drafted.

Companies are investing more time in preparation to reduce uncertainty later.

Across industries, the highest-performing companies appeared to share one common characteristic.

They are engineering repeatable transaction processes rather than relying on individual experience alone.

Human capital remained one of the strongest themes throughout the conference.

Speakers consistently described culture, leadership alignment, organizational readiness, and employee engagement as strategic considerations rather than post-close integration activities.

Several companies discussed conducting cultural assessments during diligence, identifying critical talent beyond executive leadership, and using those insights to shape integration planning well before closing.

Many also noted that successful retention depends less on compensation alone and more on helping leaders understand where they fit within the future organization.

The discussion reinforced an important point.

Transaction outcomes continue to be shaped by people as much as financial models.

Whether discussing negotiations, interim operating covenants, regulatory strategy, or divestitures, one principle appeared repeatedly.

The earlier difficult issues are identified, the better the outcome.

Companies described bringing difficult conversations forward rather than postponing them.

They are identifying regulatory hurdles earlier.

Addressing integration planning during diligence.

Preparing businesses for divestiture well before entering the market.

Clarifying expectations before negotiations begin.

This proactive approach reduces execution risk while improving alignment across corporate development, legal, finance, operations, human resources, and integration teams.

Perhaps the most valuable aspect of the M&A Conference Chicago was not any individual presentation.

It was the willingness of experienced corporate M&A teams to openly discuss what is working, where challenges remain, and how their companies continue to evolve.

Those conversations are what make the Transaction Advisors Institute unique.

Rather than relying solely on theory, attendees contributed practical insights drawn from active transactions across industries, creating meaningful discussions that benefit the broader Institute throughout the year.

To every Member who participated, asked thoughtful questions, challenged assumptions, and shared lessons learned, thank you.

Those conversations extend well beyond the conference itself. They strengthen future research, shape upcoming programs, and continue building one of the most valuable bodies of practitioner knowledge available to corporate M&A teams. See photos from the 2026 M&A Conference Chicago.